WO2007022095A1 - System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin - Google Patents

System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin Download PDF

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Publication number
WO2007022095A1
WO2007022095A1 PCT/US2006/031657 US2006031657W WO2007022095A1 WO 2007022095 A1 WO2007022095 A1 WO 2007022095A1 US 2006031657 W US2006031657 W US 2006031657W WO 2007022095 A1 WO2007022095 A1 WO 2007022095A1
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WO
WIPO (PCT)
Prior art keywords
skin
reflectance
frexel
frexels
area
Prior art date
Application number
PCT/US2006/031657
Other languages
French (fr)
Inventor
Rick B. Yeager
Albert D. Edgar
David C. Iglehart
Original Assignee
Yeager Rick B
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Yeager Rick B filed Critical Yeager Rick B
Priority to JP2008526284A priority Critical patent/JP5254790B2/en
Priority to AT06789746T priority patent/ATE546294T1/en
Priority to EP11160161.3A priority patent/EP2335576B8/en
Priority to CN2006800375608A priority patent/CN101287607B/en
Priority to EP06789746A priority patent/EP1912795B1/en
Priority to AU2006279652A priority patent/AU2006279652B2/en
Priority to CA2618519A priority patent/CA2618519C/en
Publication of WO2007022095A1 publication Critical patent/WO2007022095A1/en
Priority to HK09103195.8A priority patent/HK1125339A1/en

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Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • AHUMAN NECESSITIES
    • A45HAND OR TRAVELLING ARTICLES
    • A45DHAIRDRESSING OR SHAVING EQUIPMENT; EQUIPMENT FOR COSMETICS OR COSMETIC TREATMENTS, e.g. FOR MANICURING OR PEDICURING
    • A45D44/00Other cosmetic or toiletry articles, e.g. for hairdressers' rooms
    • A45D44/005Other cosmetic or toiletry articles, e.g. for hairdressers' rooms for selecting or displaying personal cosmetic colours or hairstyle
    • AHUMAN NECESSITIES
    • A45HAND OR TRAVELLING ARTICLES
    • A45DHAIRDRESSING OR SHAVING EQUIPMENT; EQUIPMENT FOR COSMETICS OR COSMETIC TREATMENTS, e.g. FOR MANICURING OR PEDICURING
    • A45D34/00Containers or accessories specially adapted for handling liquid toiletry or cosmetic substances, e.g. perfumes
    • A45D34/04Appliances specially adapted for applying liquid, e.g. using roller or ball
    • AHUMAN NECESSITIES
    • A45HAND OR TRAVELLING ARTICLES
    • A45DHAIRDRESSING OR SHAVING EQUIPMENT; EQUIPMENT FOR COSMETICS OR COSMETIC TREATMENTS, e.g. FOR MANICURING OR PEDICURING
    • A45D40/00Casings or accessories specially adapted for storing or handling solid or pasty toiletry or cosmetic substances, e.g. shaving soaps or lipsticks
    • A45D40/30Masks for marking lips or eyelashes
    • AHUMAN NECESSITIES
    • A45HAND OR TRAVELLING ARTICLES
    • A45DHAIRDRESSING OR SHAVING EQUIPMENT; EQUIPMENT FOR COSMETICS OR COSMETIC TREATMENTS, e.g. FOR MANICURING OR PEDICURING
    • A45D44/00Other cosmetic or toiletry articles, e.g. for hairdressers' rooms
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0059Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
    • A61B5/0062Arrangements for scanning
    • A61B5/0064Body surface scanning
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/44Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/441Skin evaluation, e.g. for skin disorder diagnosis
    • A61B5/442Evaluating skin mechanical properties, e.g. elasticity, hardness, texture, wrinkle assessment
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/44Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/441Skin evaluation, e.g. for skin disorder diagnosis
    • A61B5/444Evaluating skin marks, e.g. mole, nevi, tumour, scar
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/68Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6887Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient mounted on external non-worn devices, e.g. non-medical devices
    • A61B5/6888Cabins
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B41PRINTING; LINING MACHINES; TYPEWRITERS; STAMPS
    • B41JTYPEWRITERS; SELECTIVE PRINTING MECHANISMS, i.e. MECHANISMS PRINTING OTHERWISE THAN FROM A FORME; CORRECTION OF TYPOGRAPHICAL ERRORS
    • B41J3/00Typewriters or selective printing or marking mechanisms characterised by the purpose for which they are constructed
    • B41J3/36Typewriters or selective printing or marking mechanisms characterised by the purpose for which they are constructed for portability, i.e. hand-held printers or laptop printers
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B41PRINTING; LINING MACHINES; TYPEWRITERS; STAMPS
    • B41JTYPEWRITERS; SELECTIVE PRINTING MECHANISMS, i.e. MECHANISMS PRINTING OTHERWISE THAN FROM A FORME; CORRECTION OF TYPOGRAPHICAL ERRORS
    • B41J3/00Typewriters or selective printing or marking mechanisms characterised by the purpose for which they are constructed
    • B41J3/407Typewriters or selective printing or marking mechanisms characterised by the purpose for which they are constructed for marking on special material
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B41PRINTING; LINING MACHINES; TYPEWRITERS; STAMPS
    • B41JTYPEWRITERS; SELECTIVE PRINTING MECHANISMS, i.e. MECHANISMS PRINTING OTHERWISE THAN FROM A FORME; CORRECTION OF TYPOGRAPHICAL ERRORS
    • B41J3/00Typewriters or selective printing or marking mechanisms characterised by the purpose for which they are constructed
    • B41J3/407Typewriters or selective printing or marking mechanisms characterised by the purpose for which they are constructed for marking on special material
    • B41J3/4073Printing on three-dimensional objects not being in sheet or web form, e.g. spherical or cubic objects
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/90Determination of colour characteristics
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/60Extraction of image or video features relating to illumination properties, e.g. using a reflectance or lighting model
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/168Feature extraction; Face representation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/168Feature extraction; Face representation
    • G06V40/171Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46Colour picture communication systems
    • H04N1/56Processing of colour picture signals
    • H04N1/60Colour correction or control
    • H04N1/62Retouching, i.e. modification of isolated colours only or in isolated picture areas only
    • H04N1/628Memory colours, e.g. skin or sky
    • AHUMAN NECESSITIES
    • A45HAND OR TRAVELLING ARTICLES
    • A45DHAIRDRESSING OR SHAVING EQUIPMENT; EQUIPMENT FOR COSMETICS OR COSMETIC TREATMENTS, e.g. FOR MANICURING OR PEDICURING
    • A45D44/00Other cosmetic or toiletry articles, e.g. for hairdressers' rooms
    • A45D2044/007Devices for determining the condition of hair or skin or for selecting the appropriate cosmetic or hair treatment
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M35/00Devices for applying media, e.g. remedies, on the human body
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M35/00Devices for applying media, e.g. remedies, on the human body
    • A61M35/20Non-portable devices, e.g. spraying booths
    • A61M35/25Non-portable devices, e.g. spraying booths specially adapted for the application of sunscreen, tanning or self-tanning lotions

Definitions

  • the current invention relates to automated computer-controlled methods to selectively and precisely apply one or more reflectance modifying agent, such as a dye or pigment, to human skin to improve its visual attractiveness.
  • one or more reflectance modifying agent such as a dye or pigment
  • Prior art techniques for modifying the appearance of skin include natural tanning, artificial tanning, and the deliberate application of cosmetics. Each of these prior art techniques has limitations.
  • the applications of cosmetic substances to skin are largely manual, for example through the used of brushes, application tubes, pencils, pads, and fingers.
  • the application methods makes prior art cosmetics imprecise, labor intensive, expensive, and sometimes harmful, when compared to the computerized techniques of the present invention.
  • RMAs reflectance modifying agents
  • Manual techniques typically take a long time to employ, as can be seen in any morning commute on a highway, where people concentrically take advantage of stops to finish applying their makeup. Manually applied makeup is not cheap, and when the help of professionals such as beauticians is required, is even more expensive.
  • a foundation base for makeup may cause skin to dry out and may inhibit the skin's breathing.
  • Sunlight or artificial light used for tanning may cause cancer.
  • RMAs reflectance modifying agents
  • RMA reflectance modifying agent
  • Some examples of RMA are inks, dyes, pigments, bleaching agents, chemically altering agents, and other substances that can alter the reflectance of human skin and other features.
  • the terms “dye” and “transparent dyes” are used for brevity in this specification to represent any RMA.
  • the reflectance modifying agent is applied in agreement with the visual attributes. In another embodiment, the reflectance modifying agent is applied in opposition to the visual attributes.
  • the scanning provides reflective data about the skin.
  • the data is used to conduct feature identification and to evaluate potential corrective strategies to improve the visual appearance of the skin.
  • An example of a corrective strategy is to deliberately alter the reflective properties of skin in order to compensate for the actual reflective properties of the skin.
  • the application of one or more RMA changes the visual appearance of the skin.
  • the scanning provides both reflective and surface profile data.
  • the data is used to conduct feature identification and to evaluate potential corrective strategies to improve the visual appearance of the skin.
  • An example of a corrective strategy is to deliberately alter the reflective properties of skin in order to compensate for both existing reflective properties and existing morphological properties.
  • the map may also be used to compare images from a first time and a second time in order to detect changes in reflectance or shape.
  • the phrase “inkjet technology” refers generally to “drop control” technology, whereby each individual droplet of the substance being applied can be controlled by the applicator, as known to those skilled in the art.
  • a particularly useful technique for the present invention is to employ "drop on demand” technology, a subset of drop control technology.
  • the phrase “inkjet printer” is used for brevity represent any form of inkjet technology.
  • a computer-controlled system determines attributes of an area of human skin, and applies a reflectance modifying agent (RMA) at the pixel level, typically to make the skin appear more youthful and so more attractive.
  • the system scans the skin, identifies attributes which may be enhanced or camouflaged, and applies the RMA, typically with an inkjet printer.
  • the identified attributes may relate to reflectance and may refer to features such as irregular-looking light and dark spots, age-spots, scars, and bruises.
  • Identified attributes may also relate to the surface topology of the skin, such as depth, for more precisely enhancing surface irregularities such as bumps and wrinkles.
  • Feature mapping may be used, for example to make cheeks appear pinker and cheekbones more prominent.
  • the RMA can be applied in agreement with identified patterns, such as adding red to a red area, or in opposition, such adding green or blue to a red area, according to idealized models of attractiveness.
  • Some skin features may be identified from the characteristics that the features exhibit in different wavelengths.
  • a random freckle such as from sun damage
  • a random freckle on an older person can be made to appear more uniform, a characteristic of natural freckles in young skin, as illustrated in FIG. 22.
  • scanned data of the random freckle 440 is put into a spectral band, it shows a rough, irregular pattern.
  • a pattern for a natural freckle 442 on young skin has a much more regular and symmetrical pattern which makes the natural freckle 442 appear crisper.
  • This natural pattern 442 may be used as an aim pattern 448 for comparison with the pattern for the random freckle 440.
  • the random freckle 440 follows the general configuration of the aim pattern 448 but extends into higher light frequencies 446.
  • an enhancement 444 to the random freckle 440 can be achieved that more closely approximates the pattern of a natural freckle 422.
  • an RMA such as a dye
  • an application device comprising a scanner and an inkjet printer makes a single pass over an area of skin. It scans the skin, identifies unattractive characteristics, calculates enhancements to make the skin more attractive, and quickly applies RMAs onto the skin to achieve those enhancements. For example, it can give the skin a smoother appearance by identifying dark and light spots and applying an RMA to darken the light spots according to a predetermined averaging technique.
  • the application device makes multiple passes over the skin, each time improving the desired enhancement or enhancements.
  • the application device makes a first map of the features of the skin and identifies unattractive features. It then calculates a second map to represent a desired appearance of the skin, and uses the difference between the actual and desired maps to generate a specific plan to apply RMAs to the skin in order to change the appearance of the skin to approach a desired appearance. Then it applies RMAs to achieve desired appearance. Again, multiple passes can improve the effectiveness of this method.
  • the first map is generated from the reflective properties of individual pixels in the map, and the specific plan includes a calculation of the precise amounts of each of a plurality of transparent dyes to be applied by an inkjet apparatus to the corresponding pixels on the face.
  • the calculated amount of dye is a fraction of the total amount of dye required for a pixel, so that multiple passes over the same area can be made, with each pass adding more dye if necessary.
  • a detailed scan is made of a region of human skin such as a face, leg, or arm.
  • the scan is acquired by deliberately flashing multiple light sources arranged in a known configuration, and scanning a small area of skin as the light sources are turned on and off. By comparing readings from different light sources, both the reflectance and the surface profile of the skin can be determined.
  • the data from the scan includes reflective characteristics of the skin. These characteristics can be used to produce a detailed map of the skin which includes both reflectance and skin surface morphology. The detailed map can be used to develop a corrective plan to selectively apply a plurality of transparent dyes or other RMAs to the region of skin in multiple passes. In each pass, a fraction of the desired correction is made, so that errors in application are averaged over the multiple passes.
  • the application device makes an advanced map of the features of the skin to identify large features such as a cheek and a cheekbone, and makes enhancements specific to them according to a library of idealized features. For example, it makes cheeks redder, so that they appear healthier, and darkens areas under cheekbones, so that they appear more prominent. Multiple passes can also improve the effectiveness of this method. This feature recognition can also be used in combination with either artificial intelligence or artistic control strategies.
  • the scanning of the skin, the calculations, and the application of RMAs to make enhancement to the skin can be very fast and precise.
  • FIG. 1 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin;
  • FIG. 2 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin through communications over a network;
  • FIG. 3 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin through communications over a network and a portable application device;
  • FIG. 4 is a block diagram showing the use of magenta, yellow, and cyan RMAs.
  • FIG. 5 is a block diagram showing an operating environment in which embodiments of the present invention may be employed through a self-contained portable application device for applying inks onto skin;
  • FIG. 6 is a flow chart that illustrates a process for employing an application system
  • FIG. 7 is a flow chart that illustrates a process for setting up an application system
  • FIG. 8 is a flow chart that illustrates a process for the programming in an application algorithm in an embodiment for printing on skin
  • FIG. 9 is a flow chart that illustrates a process for creating a printable enhancement image
  • FIG. 10 is a diagram that illustrates how a 3-D object maps to a 2-D surface in a computer model
  • FIG. 11 is a flow chart that illustrates a process defining principles of attractiveness
  • FIG. 12 is a block diagram that illustrates lighting from above on an area with surface texture variations
  • FIG. 13 is a diagram that illustrates characteristics or features on a 3-D human face
  • FIG. 14 is a perspective diagram that illustrates features on a 2-D map of a human face
  • FIG. 15 is a perspective diagram that illustrates characteristics or features on a 2-D map of a human face
  • FIGS. 16A-E are charts of the reflectance, illuminance, and a printable enhancement image along line A-A' of the 2-D map of the human face of FIG. 14;
  • FIG. 17 is a diagram of a 3-D human face that has been enhanced through printing of RMAs according to a printable enhancement image
  • FIG. 18 is a diagram that illustrates characteristics of a 3-D human leg, with the corresponding reflectance per spectral base on a 2-D map, and a printable enhancement image;
  • FIG. 19 is a diagram of a 3-D human leg that has been enhanced through printing of RMAs according to a printable enhancement image
  • FIG. 20A-B are diagrams that illustrates characteristics of a 3-D human breast, with the corresponding reflectance per spectral base on a 2-D map;
  • FIG. 21 is a diagram that illustrates performing multiple passes of scanning and applications
  • FIG. 22 A-C are diagrams that illustrate the effects of RMAs applied to improve the appearance of an age-related freckle
  • FIG. 23 is a generalized graph of visual benefits versus resolution
  • FIG. 24 is a flow chart showing the general steps employed by the present invention.
  • FIG. 25 is a generalized graph of patterns of unattractive features in RGB bands.
  • FIG. 26 is a block diagram showing a spacer cup on a sensor
  • FIG. 27 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin through communications over a network and an application device comprising a booth;
  • FIG. 28 is a generalized graph of weaker and stronger middle frequencies
  • FIG. 29 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin through communications over a network and a blotter application device;
  • FIG. 30 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin through communications over a network and a portable application device with a curved surface;
  • FIG. 31 is a flow chart for coordinating pixel-level mapping of skin
  • FIG. 32 flow chart for coordinating a pixel-level application of RMAs
  • FIG. 33 is a flow chart showing a process for employing enhancement techniques
  • FIG. 34 is a flow chart showing a process for determining the aim depth of the scanned area
  • FIG. 35 is a flow chart showing a process for determining the aim illumination of the scanned area
  • FIG. 36 is a block diagram showing an application device comprising a booth
  • FIG. 37 is a schematic for a simple skin smoothing example.
  • FIG. 38 is a schematic for a multiple pass smoothing example.
  • FIG. 39 is a schematic for a facial map example.
  • FIGS. 40A-B are sample layouts for LEDs and a sensors for acquiring reflectance and skin orientation data
  • FIG. 41 is a schematic for feature recognition
  • FIG. 42 is a schematic of an example for feature recognition
  • FIG. 43 is a schematic of an artistic strategy for applying RMAs
  • FIG.44 is an example of a rotating printer for a blotter application device
  • FIG. 45 is an example of a text image showing apparent depth
  • FIG. 46 is flowchart illustrating a correction process.
  • FIG. 47A is a side view of one embodiment of a handheld device for skin marks.
  • FIG. 47B is a front view of the device of FIG. 47A.
  • FIG. 47C is a top cross sectional view along section AA' of FIG. 47B.
  • This embodiment describes a method to improve the visual attractiveness of a region human skin. As shown in FIG. 24, the method comprises the general steps of
  • Step 900 allocating a region of skin into a plurality of frexels
  • Step 910 measuring at least one optical attribute of each of the plurality of frexels; • Step 920 - determining, from the optical attributes of the frexels, at least one measured skin characteristic affecting visual attractiveness;
  • Step 930 determining a desired state of the skin characteristic
  • Step 940 applying at least one reflectance modifying agent to specific frexels in order to modify the measured skin characteristic to approach the desired state of the skin characteristic.
  • frexel is defined as a small pixel-like region of the skin.
  • skin is used not only to refer to skin as on the surface of the human body, but also to refer more broadly to any human feature that may be enhanced cosmetically, for example fingernails and hair.
  • a frexel might correspond to a small portion of a freckle or other skin feature, or it may correspond to an area of the skin that does not have special features.
  • a frexel thus refers to skin rather than to an independent coordinate system.
  • frexel is used to suggest that what is being measured is on a 3-D surface rather than a flat surface.
  • a region of skin is comprised of a plurality of frexels. For instance, if a resolution of 300 dots per inch (11.8 pots per mm or "dpmm") is used, a frexel may have a width and height of about l/300th of an inch (0.085 mm) so that there are approximately 90,000 frexels per square inch (140 frexels per square mm).
  • the surface of the human body may have millions of frexels.
  • the present invention can accomplish scanning and the application of RMAs for enhancement at the higher end of the human visual ability to resolve detail.
  • FIG. 23 is a generalized graph of relative visual benefits 450 versus dots per inch (DPI) 452 resolution.
  • a typical computer screen has a resolution of 72 dots per inch (dpi) (2.83 dpmm).
  • the limit of human visual detection at a viewing distance of 10 inches (254 mm) is about 20 pixels per millimeter, or 500 dpi under idealized conditions of 100% modulation (alternating black and white lines) and good lighting conditions.
  • An inkjet printer has a typical resolution of about 720 dpi (28.2 dpmm) with the ability to form single color dots at a resolution of 1440 dpi (56.7 dpmm).
  • a resolution of about 300 dpi (11.8 dpmm) 454 is considered to be an upper end of desired resolution under normal circumstances, because improved resolution is not generally detectable.
  • magazines typically require a photographic resolution of 300 dpi (11.8 dpmm) but are printed at 150 dpi (5.9 dpmm).
  • standard cosmetic resolution is approximately 5-20 dpi (0.2 - 0.8 dpmm) for careful manual application.
  • a target resolution in the range of 50 to 300 dpi (2-11.8 dpmm) provides much better resolution that existing cosmetic techniques, as well as advantages in making the adjustments in response to actual and desired skin characteristics; and the further advantage of automatic application.
  • Prior art techniques for applying makeup with brushes, tubes, and fingers have much coarser resolutions. For instance a fine brush has an approximate resolution of about 20 dpi (o.8 dpmm).
  • an application device comprising a scanner 220 is moved across the area of skin 302 so that the scanner 220 can electronically record data about one optical attribute, such as the reflectance, of each of the plurality of frexels.
  • the area of skin 302 might be a face.
  • the scanning may acquire images under various frequencies to obtain useful data. For example, it may obtain data on reflectance in a particular color, for example red, to help determine a particular characteristic of skin for enhancement.
  • the scanning may also provide data for determining other characteristics of skin, such as surface topology, based on reflectance angle from multiple light sources.
  • a two-dimensional array is used for the scanning. In other embodiments, a line array may be used.
  • one or more alerting means such as a sound, light, or vibration may be used to indicate when sufficient scanning has been accomplished.
  • the alerting means may comprise a sound indicator including volume and tone modifications to a white noise used as indicators for progress, degrees of completion, and error conditions while applying the RMA.
  • Examples of a white-noise-like signal modified in volume and tone include shaving with an electric shaver, in which the sound changes where the beard is harvested to indicate and guide completion of shaving, areas that need completion, and optimum direction of application.
  • Another example is in sawing wood, where a carpenter uses sound to guide the speed of sawing and to indicate problems. Many other examples of a white-noise-like indicating signal can be found.
  • the scanner 220 comprises a sensor and four LED light sources arranged in a known configuration within a housing.
  • the LED light sources are typically each turned on and off in a manner that allows the sensing of at least one optical characteristic for each light source.
  • 120 captures may be made per second, 30 from each light, quickly providing a large about of data about the skin. That data can then be used to determine both reflectance characteristics at various wavelengths, and the skin's surface profile.
  • the captured images may be averaged for effectiveness.
  • the senor comprises shading patterns on the LEDs useful for determining the relative position of the sensor.
  • a monochrome sensor with a Bayer array may be employed.
  • Other arrangements of LEDs and sensors may be used.
  • the scanned data comprises information about • The reflectance from the skin, and
  • the application algorithm 230 puts the stored data into spatial frequency bands and uses pattern recognition to analyze them to determine the landscape of the area of skin 302 and the dimensions that require application of the RMAs 264. The process used to determine these dimensions will be explained in detail below.
  • the application algorithm 230 uses its analysis to create in software an application map 232 of the area of skin 302, which is stored in storage 250, for potential future use.
  • the reflectance which is a measure of the reflection of the skin, is independent of its illuminance. Illuminance is a measure of how much light gets to the skin. The light reading is independent of the surface topology reading.
  • certain optical attributes such as the amount of reflectance of each frexel, may be determined directly from the scanned data.
  • the scanned data is translated into at least one spatial frequency band for analysis.
  • the scanned date may be translated into multiple spatial frequency bands, such as red, green, and blue (RGB) bands.
  • FIGS. 16A-E represent the patterns of a 2-D face 232, shown in FIG. 14, after the data has been put into single spatial frequency bands to determine the attributes of albedo 348 and illuminance 352.
  • Albedo is the percentage of reflectivity of incident light from the surface of an object. In the case of electronic scanning, the albedo is the RBG values of the scanned area of skin.
  • actual albedo means the observed albedo before correction and the term “aim albedo” refers to the desired reflectivity of an area of skin in order to improve the appearance of that area of skin.
  • the aim albedo is determined from one or more correction strategies, including general smoothing, specific feature enhancement, and artistic strategies.
  • the top band in FIG. 16 represents the actual "albedo" along line A-A' in the 2-D surface map 232 of FIG. 14.
  • a rise in the actual albedo graph identifies the light spot 408.
  • a deep, sharp drop in the graph identifies a non- uniformity 412 such as a scar.
  • an irregular section identifies a freckle 410.
  • Illuminance Illuminance is the incident light reaching a unit area of the surface of an object, and is a function of the angle of the incident light relative to the surface.
  • the spatial frequency bands also graph the actual illuminance or shading 352, shown in FIG. 16, of the 2-D surface map 232 shown in FIG. 14.
  • frexel data obtained from scanning a region of skin may be represented as [(x s , y s , z s , ⁇ SJ ⁇ S3 ⁇ s ), (Xf, y f , Zf, Of, ⁇ f, ⁇ f ), ⁇ (refl) A , (refl) N, (refl) s, (refl) E, (refl) w ⁇ ],-
  • the term ⁇ (refl) A , (refl) N ⁇ (refl) s> (refl) E> (refl) w ⁇ represents reflective data for the frexel i under ambient lighting conditions, and for each of four light sources, such as LEDs, which are arbitrarily designated as north-southeast-west for ease of discussion.
  • the (refl) represents one or more data point for the reflectance measurement.
  • the reflectance measurement for a wavelength is the product of a constant, the illuminance, and the albedo for the wavelength:
  • Reflectance (red) k(red) * illuminance(red) * albedo(red)
  • the constant depends upon several factors including the speed of the lens, the sensitivity of the camera or sensor, the transmission characteristics of the color filter, the gain of the analog amplifier, the digital gain applied by the software, and other factors.
  • the constant k will usually be measured and corrected for as a correction constant or calibration of the camera corrects for these effects.
  • the value of the constant can typically be determined during calibration, when the illumination from the LEDs is assumed to be fixed, and the albedo is calculated based on that assumption.
  • the sensor is typically a camera without an amplifier, a digital converter, or the lens housing.
  • the sensor is a solid state MOS sensor with a lens and associated electronic equipment.
  • the frexel data can be processed to determine a reflectance and an illuminance for each light source, and that information can be used to determine reflectance and surface profile.
  • the reflectance is the average or mean of all measurements.
  • the illuminance can be determined from the known brightness of light sources such as LEDs. Illuminance is the known light times the cosine of the angle of incident light relative to the normal.
  • glare may be present at some angles, and that an accurate reading cannot be obtained.
  • glare or glossiness can be eliminated with the use of polarizing materials to provide a cross polarization of the LEDs.
  • the sensor can deliberately be positioned at a relatively large angle such as 60 degrees in order to eliminate glare.
  • the term (x f , y f , z ⁇ ⁇ f , ⁇ f , ⁇ f ) may represent the distance of the frexel i from the sensor, or may be an absolute position and orientation of the frexel with respect to a reference coordinate system.
  • the determination of the distance from the frexel to the scanner may be made in two steps.
  • a first step can be an approximate mechanically-based measurement such as a constant height of the sensor from the skin.
  • the second step can be an optical first derivative measurement to provide a fine adjustment.
  • the fine adjustment is calculated by measuring an angle from the surface.
  • a fine adjustment may be made by using two light sources to send out two reference points or grids for detection by a sensor.
  • the senor may be attached to a helmet or a fixed booth in a manner that the sensor position may be determined relative to the helmet or booth.
  • the senor 278 may be equipped with a cup 280, so that the sensor 278 maintains an average height from the skin.
  • the senor may start from a known position, and keep track of its movements in order to estimate its location.
  • the sensor may measure the angle relative to the probe itself to determine the shape of a surface feature relative to constantly changing plane of probe.
  • a gimbal may be used to provide a reference in space.
  • the tracking may be used to follow the position of a hand, or hand-held scanner in space.
  • the gimbal arrangement can provide regular feedback in a manner that is analogous to stereo-mapping or GPS mapping relative to satellites, such as for crop dusting.
  • an optical means may be used.
  • the first derivative of the z component of the skin may be obtained from shading, through multiple light and shadings from probes.
  • the first derivative can provide a measure of the angle of the surface.
  • three light sources send out different patterns.
  • the color and the shading provide data for determining surface relief so that a shaded relief map may be obtained from the LEDs.
  • the orientation of the frexel can be determined.
  • the orientation of a frexel and its neighbors is an indication of the actual local surface texture of the skin.
  • One aspect of the current invention is the ability to measure and compensate for both local reflective properties and local surface texture.
  • the sensor obtains data when each light source is on, and the other sources are off.
  • the sensor may also obtain data for ambient lighting, with none of the four light sources on.
  • the tilt of the frexel can be determined by comparing the North and South measurements. The difference between these measurements is a related to the tilt of the frexel along the East- West axis. The difference between the East and West measurements is a related to the tilt of the frexel along the North-South axis. It is generally necessary to make a gamma correction by converting the data to linear space. The gamma correction is approximated by taking the square root of the data output by typical gamma 2 cameras.
  • FIGS. 40A-B show configurations for light sources that may be used with one embodiment of the present invention.
  • a set of four light sources is used- LED N , LED 8 , LED E , and LEDw
  • the light sources are placed in a diamond configuration where the sensor is positioned at the center of the LED layout. This configuration simplifies the mathematical analysis for calculating surface profile.
  • Mean illumination is the average angle and diffusion of light reaching a particular surface. This defines how surface irregularities are typically shaded. For example, mean illumination for the entire body is overhead, and a typical orientation for a head is vertical; therefore, a bump on a cheek is typically shaded at the bottom. For a child on the beach, typically the bump would be less tanned on the bottom because the average light throughout the day, integrating both sun angle and body angle to give average or mean illumination, is from over "head.” Occasionally light is reversed from average. An example is lighting a face from underneath. However, this often gives a playful, sometimes sinister look, and is the exception that proves the rule. By correcting a defect for mean illumination, the best correction on average is performed.
  • Mean illumination is the interaction of mean light direction relative to gravity and the mean orientation of a particular frexel of skin relative to gravity.
  • One method to obtain the angle of the skin is to use multiple diffuse or orthogonal light sources in a configuration which may include mirrors. The lights may be flashed repeated, as strobe lights, so that hundreds of images may be taken of a small area, and the data can be averaged. From the angle of the skin relative to "up,” one can calculate how much light reaches the skin under mean illumination and the angle of the skin relative to "up.”
  • mean illumination can be made by turning on all lights sources at the same time, or by adding images made by individual light sources.
  • mean illumination is diffuse because lights and probes are perpendicular to the skin.
  • a refinement of this technique will compensate for gloss effects on the skin.
  • several images with four lights sources may be used and an average taken of the images from the light sources.
  • the average might be a median.
  • One advantage of the median is that if specular reflection is caught by a minority of light sources, it would be filtered by median. The median would also filter shadows observed from a minority of light source images. This is important because the human body represents complex surfaces, i.e. a nose may be shiny when illuminated.
  • the efficiency of the data processing can be improved by various compression methods, such as JPEG.
  • Computer mapping for feature recognition known to those skilled in the art in areas such as computer gaming, can be used for tracking the location of the probe on the area of skin 302 and for determining enhancements appropriate for specific features.
  • such computer mapping enables the identification of features such as a cheekbone, a nose, and an ear, so that the probe can orient its location with regard to a particular frexel, potentially in multiple passes over an area of skin.
  • a red reflectance modifying agent may be applied to the center of a cheekbone to add color to a face.
  • Dark reflectance modifying agents may be applied underneath the cheekbone to make the cheekbone appear to project more prominently.
  • a map is built around a skeleton model so that the skeletal joints become reference points.
  • the joints are located, a stick figure is constructed, and a 3-D mesh is built around the stick figure.
  • the map is relative to a predetermined model of human skeletal structure in the memory of a computing environment.
  • the map is relative to a predetermined model of a human body.
  • the map is relative to the movement of skin over a predetermined model, such as a skeleton model or manikin-like model.
  • chemical markers may be applied to the area of skin during the scan to help create the map and enable subsequent tracking of the map with the area of skin 302.
  • ultraviolet markers may be used, such as dots which are visible under ultraviolet light, but not visible under conventional lighting.
  • the scanning and correction can be accomplished in a single or multiple passes. For instance, a first pass may be performed to become acquainted with the subject, and a second or subsequent pass may be performed to get additional data. Multiple passes at different orientations over the same area provide an opportunity for compensating for the effects of skin hair by observing the skin at different angles.
  • an application device comprising a scanner and an inkjet printer makes a single pass over an area of skin. It scans the skin, identifies unattractive characteristics, calculates enhancements to make the skin more attractive, and quickly applies RMAs onto the skin to achieve those enhancements.
  • the application device makes multiple passes over the skin, each time improving the scanning and the application of RMAs for the desired enhancement or enhancements.
  • a rough position is first determined, and then a more precise location is established.
  • a rough estimate of location can be maintained from a known starting point through the use of gimbals in proximity to the probe to compute distance and direction traveled.
  • a rough location can be determined from mechanical probes or gauges.
  • a rough location can be estimated mathematically by using the first derivative of the shading data.
  • a more precise location can be determined from the analysis of frexel orientation from shading data. This is analogous to a pilot determining position by first knowing an approximate location and then locating land features that provide a more precise location.
  • changes in reflectance or surface profile can be determined by comparing an image from a first time with an image from a second time. These changes may represent changes in the health of a person, or may represent areas that require a "touch-up" of RMAs.
  • Pattern recognition may be used to identify features of the area of skin 302 that has been scanned.
  • Feature identification may be based on patterns determined in scanned data, and may have to do with both the reflectance patterns and the surface topology of the area of skin. Mathematical pattern analysis of this data allows identification of specific unattractive features that could benefit from enhancement techniques. As explained below, such features may typically be characterized by age-related and damage-related patterns that are irregular or asymmetrical compared to the more regular and symmetrical genetic-based patterns of younger skin.
  • the human eye perceives depth by stereoscopy.
  • the eye perceives depth of human skin based on the reflectance of the skin.
  • a difference in shading between adjacent areas of skin is perceived as a surface texture representing elevation or depth from the surface of the skin.
  • FIG. 45 shows the text letters "RICK" which were created in PhotoshopTM. From an original image of flat letters, the software created the apparent shadows.
  • the human eye interprets the differences in reflectance by assuming that a light source is located in the upper left, and that shadows are created because the text has a raised profile.
  • This perception of depth from differences in reflectance is also important in the perception of human beauty.
  • the eye interprets differences in shading of skin to be surface texture. That perception of texture can be altered by changing the reflectance of the skin. In the letter example for instance, the perception of raised letters can be dramatically altered by reducing the shadowing around the letters.
  • the eye perceives the color of the skin and translates that color information into a perception of depth.
  • One aspect of the current invention is to selectively change the reflectance of a portion of the skin in order to alter this perception of depth. This alteration may be made in relatively small areas such as a bump on the skin; or the alteration may be made over larger areas, such as with traditional cosmetics, such as deliberately darkening an area around the eyes or cheeks.
  • natural freckles are about 2mm across and are sharp edged and have the pattern 442 shown in FIG. 22B.
  • Age-related freckles, caused for example by sun damage, have the pattern 446, shown in FIG. 22A.
  • an age-related, random freckle 440 for example from sun damage, on an older person can be identified by its characteristic pattern in a single spectral band, as illustrated in FIG. 22.
  • scanned data of the random freckle 440 is put into a spectral band, it shows a rough, irregular pattern.
  • FIG. 25 is a generalized graph of patterns of unattractive features in RGB bands for an area of young skin, showing the empirically observed general patterns of
  • the set of RGB patterns for each of these unattractive features is quite distinct and thus detectable through feature recognition.
  • the scar 460 shows patterns in the higher frequency range in all three bands 462, 464, and 466, unlike the other features.
  • the freckle 468 dips more deeply into low frequencies in the blue band 474, than the blue-band patterns for the varicose vein 482, the bluish bruise 490, and the yellow bruise 498.
  • the bluish bruise 484 has larger dips in the red pattern 486 and green pattern 488 than the yellow bruise red pattern 494 and green pattern 496.
  • the yellow bruise blue pattern 498 dips more deeply than the bluish bruise blue pattern 490.
  • mapping based on feature identification can add greatly increased capabilities for enhancement to mapping based on reflectance and surface topology.
  • feature identification can be used to identify large features such as cheekbones, noses, chins, lips, and eyes. This allows enhancements based on a library of idealized features, to create the following appearance: • Pinker cheeks
  • red on white is not attractive, but a random pattern of red over a large white area can be: for example in pink cheeks.
  • the presence of skin hair may be compensated for by taking images in multiple passes while attempting to orient the hair in various directions.
  • the orientation may be accomplished by a comb device associated with the scanner.
  • a static electric charge may be used to cause the hair to rise relative to the skin.
  • the present invention employs general principles of attractiveness 500, examples of which are shown in FIG.
  • Young-looking skin has uniformity. Young-looking skin has attributes that are more uniform and repeatable than the attributes of old-looking, because young-looking skin is closer to the genetic code. This point is in keeping with a general principle that symmetry in human features tends to be more attractive to the human eye than asymmetry. For example, tanning is attractive not because it darkens the skin, but because it levels out the spatial frequencies, making the skin more uniform.
  • Young-looking skin has uniform patterns of variety. Some variety in the appearance of skin can be attractive, for example genetic-looking freckles in young-looking skin. The variety in young-looking skin is more regular in its patterns of spatial frequency than the variety in old-looking skin. For example, genetic freckles are more regular in their patterns of spatial frequency than marks caused by age, sun damage, etc., which are more random.
  • Old-looking skin tends to have features with longer wave lengths, representing random effects such as age spots, wrinkles, and scars. • Observation 514 - Light from above is most useful for enhancing attractiveness. Average lighting, defined as light from above, is most useful for enhancing attractiveness in human skin because it is what the eye is used to.
  • an area with surface texture variations 400 has a lighter portion 404 above and darker portion 406 below.
  • an area with surface texture variations 400 such as a bump, scar, or wrinkle, has a lighter portion 404 above and darker portion 406 below.
  • An area with surface texture variations 400 can thus be identified by this pattern.
  • the current invention addresses several factors in the human perception of beauty or attractiveness, based on the principles of attractiveness.
  • the reflectivity of the skin is modified to compensate for the skin's shadows when illuminated by normally average light. This softens or eliminates the perception of skin roughness. The effect is similar to that achieved in tanning.
  • a dye is deliberately added to portions of a skin area in order to make the features appear more uniform. For example, freckles can be made to look sharper and more uniform so that they have the appearance of uniform youthful freckles rather than irregular-looking older freckles.
  • Another general principle for enhancement is that certain characteristics of skin, particularly with regard to color, may be considered more attractive when designed for their effects with surrounding elements. For example, different colors and shading may be more desirable at night rather than during the day or to match a red dress rather than a blue one.
  • Means of Determining a Desired State of the Skin Characteristic Approaches for corrections include pure mathematical techniques and artificial intelligence techniques. By contrast, artistic approaches are more intuitive and less quantitative.
  • Mathematical techniques include filtering to remove a portion of middle frequencies, and to remove a portion of asymmetric low frequencies.
  • Another example of a pure mathematical technique is printing in opposition to an image in order to make the skin appear more uniform. This treatment can vary by spatial frequency, and it is typically preferable to have uniformity in the mid-frequency. Low frequency corrections may be more AI or artistic based for correction over larger areas of the skin.
  • a low-pass filter may be performed with a desired range of wavelengths.
  • one half inch to one inch wavelengths are filtered to remove a portion of the middle frequencies.
  • weaker middle frequencies 390 show less pronounced swings between light and dark points than stronger middle frequencies 392.
  • the weak middle frequency components are removed to smooth an image.
  • a low-pass filter may be performed, such as where a color value for a frexel is replaced by the average color value of its neighbors.
  • Artificial intelligence techniques include expert systems for detecting particular skin features, and selection of correction strategies.
  • the skin features are correlated to a registry or map, to identify feature locations.
  • the registry allows for improving faded or distorted body painting and tattooing.
  • Another aspect of AI techniques is the use of a features library for feature identification, and for comparison of actual features with idealized features.
  • a human observer may optionally use means, such as a computer screen, keyboard, and mouse, to make further modifications in the perceived depth of the scanned area in order to accomplish aesthetic enhancements.
  • means such as a computer screen, keyboard, and mouse, to make further modifications in the perceived depth of the scanned area in order to accomplish aesthetic enhancements.
  • a makeup artist or the customer may interact with the computer screen through controls to experiment with enhancements before the application.
  • a "cosmetic markup language" to provide general instructions such as to darken the top surface of bumps to the left of the nose; or to lighten varicose veins may be employed.
  • the cosmetic markup language simplifies the correction process.
  • traditional cosmetics are used to touch up a region of skin. Most of the adjustment is applied automatically, so that the amount of cosmetics required is greatly reduced.
  • RMAs may be applied to the hair to create desired effects. In another embodiment, RMAs may be applied to the skin around the hair to create desired effects.
  • the scanned data may be divided into spatial frequency bands.
  • the spatial frequencies between 2 mm to 12 mm weaker waves below for example 10% peak to peak reflection can be attenuated, but stronger waves can be retained.
  • the range 1 A to 2 mm the same can be done with a higher threshold, below 14 mm the spatial frequency waves can be retained.
  • the same threshold can be applied under restricted control.
  • This method leaves attractive variety in the skin while smoothing the skin over all. This approach is superior to tanning, which flattens all the frequencies.
  • Freckles may be enhanced or crisped by leaving low frequencies, which show natural uniformity. Dyes may be applied to countermand high frequencies, which show unattractive irregularities.
  • a pattern for a natural freckle of young skin 442 has a much more regular and symmetrical pattern, which makes the natural freckle 442 appear crisper, than the pattern of an age- related freckle 440.
  • This natural pattern 442 may be used as an aim pattern 448 for comparison with the pattern for the random freckle 440.
  • the difference between the random freckle 440 pattern and the aim pattern 448 may used as the desired characteristic.
  • a printable enhancement image 234, as shown in FIG. 1, may be created to accomplish this enhancement.
  • a method to derive a youthful freckle pattern from a general scan of skin is as follows. First limit the spatial bandwidth of the skin image to a band, such as between one cycle per mm and one cycle per four mm. Next, threshold this band-limited image so it will be either a constant "freckle” dark color or "no freckle” light color, with the no freckle predetermining for typically 80% or more of the area. This pattern tends to appear like youthful freckles with sharp, crisp edges; yet it follows age spots and other skin imperfections, allowing these imperfections to be camouflaged as young freckles without darkening the entire skin surface to the darkness of the imperfection
  • the enhanced freckles are created.
  • the analysis of the scanning may find areas that are too dark, and the correct techniques may leave those areas as freckles, but apply dyes to achieve the effect of the appearance of younger-looking freckles, as outlined in FIG. 22C.
  • Freckles are typically identified by recognition of their characteristic patterns in the different color bands.
  • FIG. 25 shows RGB patterns for a scar 460, an age-related freckle 468, a varicose vein 476, a bluish bruise 484, and a yellow bruise 492, all in young skin.
  • the following techniques are effective when the skin as a whole is being darkened in middle frequencies to smooth it, as explained above.
  • RMAs of magenta and yellow but not much cyan may be applied to it. This adds red color to the pale-looking scar 460.
  • Varicose Vein To enhance the varicose vein 476, less of the darkening RMAs may be added to the areas surrounding the varicose vein 476.
  • the current invention may utilize a variety of Reflectance Modifying Agents (RMAs), including
  • a dye does not reflect light, but changes the skin reflectance, acting primarily by absorbing light.
  • the RMAs can have a time delay, so that their application does not have an immediate effect but takes effect later through a triggering agent.
  • the RMAs can comprise one or more photosensitive materials that can be selectively exposed by a modulated beam of ultraviolet or other light or other forms of light and later developed by a chemical agent applied uniformly over the surface.
  • a photographic emulsion of a light based material may be used, of which silver based halides are a good example.
  • the RMAs may be applied to the skin by scanning and printing almost at the same time and making multiple passes over the skin.
  • Micro registration problems may be reduced because multiple passes permit dithering or blurring the image, as is well known to those skilled in the art.
  • multiple pass applications are useful for smoothing out the effects of hairs on the skin.
  • RMAs multiple pass applications of RMAs allow time for the skin to assimilate the RMAs, which is especially important because some types of skin will absorb more than others.
  • the process for multiple pass applications is to make a partial application of the RMAs, then to scan again the area of skin that has received the partial application.
  • a further application of RMAs can be made, and still further multiple pass scanning and applications can be made to approach an aesthetic goal.
  • Substances may be applied with "flow control” devices. These flow control devices typically may be characterized as “drop control techniques” where individual droplets of the substance are controlled; or “nondrop control techniques”.
  • Spray devices and electrostatic spray devices are non-drop control techniques where droplets are produced and controlled only in aggregate. Often in a spray device, a lack of individual droplet control, or "randomness" is desired in order to produce a smooth application over a relatively large area. By contrast, in the current invention, it is desirable to provide very specific control of the amount and placement of RMAs.
  • drop control examples include "fine flow control” where the flow of the substance is precisely controlled to deliver droplets as desired; and “inkjet technologies.”
  • An older inkjet technology includes supplying a continuous flow of charged droplets past electrostatic deflector plates which are alternately charged so that the plates either permit a droplet to pass or deflect to a gutter. This technique was the original design basis for inkjet printers.
  • inkjet technologies include "drop on demand” such as thermal devices provided by Hewlett Packard, and piezoelectric devices such as provided by Epson and other printer manufacturers.
  • the drop on demand technology is combined with charging the droplets.
  • Another embodiment of the current invention is the use of the older inkjet technology in a manner that delivers charged droplets in a scanned direction beam.
  • Modern inkjet printers have been optimized for printing on flat surfaces over limited distances.
  • the current invention prints on skin which is a dimensioned surface, and often requires a greater throw distance for the droplets. This greater throw distance can be facilitated with the better droplet aiming than is possible with a charged droplet.
  • drop on demand technology may be used to apply a single droplet of white pigment to spot in the face with pixel-level precision.
  • a non-inkjet drop control technique is used, such as fine flow control techniques.
  • the phrase "inkjet printer” is used for brevity represent any form of inkjet technology.
  • an inkjet printer may be used to apply the RMAs onto the surface of skin, printing at a resolution of 300 dpi (11.8 dpmm).
  • the inkjet printer may have multiple printer heads to speed the application. It may also traverse the body by robotics.
  • an inkjet printer has a desired spray distance of about 1/8 inch (3.2 mm).
  • Various techniques may be used to guide the printer element over the surface of the skin in order to maintain that desired spray distance, such as a cup, as shown in FIG.26.
  • the head of the inkjet printer has a comb to keep hairs on the skin even and in fixed pattern, to smooth the hairs.
  • a first image has a first intensity of a distracting, undesirable characteristic
  • a second image has an intensity with only half (1/2) of the distracting characteristic
  • the second image will appear to the human eye to have about one quarter QA) the damage of the distracting characteristic.
  • Dyes can be deliberately and precisely applied in a manner to reduce the differences in intensity between portions of human skin. By reducing the faults of the skin even moderately, the "appearance" may be substantially improved. This is the reason that single color, as opposed to tri-color, or middle resolution printing as opposed to high resolution printing, or partial correction of defect as opposed to full correction, provides visually substantial correction.
  • dyes can be applied with a precision that is equivalent to the resolution of the human eye. For example, a resolution of 20 pixels per millimeter at a distance of 10 inches (254 mm) is about 500 dots per inch (20 dpmm). This is a practical limit of the human eye resolution under good lighting conditions and a strong pure black and white contrast. Often, however, this high resolution is not needed, relaxing technical requirements of the camera and printing system.
  • This example demonstrates one method for generating a map of the skin, analyzing the map to generate a corrective plan, and executing the corrective plan.
  • Step 1- scan skin and generate a map of the skin
  • the map of the skin is generated from data collected by scanning the skin at a first time.
  • the general process of creating a map of the skin involves obtaining data by scanning the frexels, and then processing that data to create the map.
  • the processing includes determining the location of the scanning device and the frexel with respect to a reference coordinate system, determining the reflective properties of the frexel in multiple wavelengths, and determining the tilt or orientation of the frexel with respect to the coordinate system.
  • Information about the frexel and its neighbors is then processed to make fine adjustments to the location of the frexel with respect to a portion of the body such as a face, so that a map can be generated.
  • This fine adjustment includes referencing the frexel to the face, such as by referencing the frexel relative to recognized facial features.
  • (x s ,y s ,z s , ⁇ s , ⁇ s , ⁇ s ) and (x f , y f , z f _ ⁇ f , ⁇ f , ⁇ f ) represent the position and angular orientation of the scanner sensor and the frexel relative to a coordinate system.
  • the data elements may represent the distance of the frexel from the sensor, or may be an absolute position and orientation of the frexel with respect to a reference coordinate system.
  • the determination of the distance from the frexel to the scanner may be made in two steps.
  • a first step can be an approximate mechanically-based measurement such as a constant height of the sensor from the skin.
  • the second step can be an optical first derivative measurement to provide a fine adjustment.
  • the fine adjustment is calculated by measuring an angle from the surface.
  • a fine adjustment may be made by using two light sources to send out two reference points or grids for detection by a sensor.
  • the data elements ⁇ (refl) A , (refl) N, (refl) S ⁇ (refl) E ⁇ (refl) w ⁇ represent reflective data for the frexel under ambient lighting conditions, and for each of four light sources, such as LEDs, which are arbitrarily designated as north- south-east-west for ease of discussion. Other numbers of light sources, such as three sources, can be used, but the mathematics is simplified with four light sources.
  • the (refl) represents one or more data point for the reflectance measurement.
  • the frexel data can be processed to determine a reflectance and an illuminance for each light source, and that information can be used to determine reflectance and surface profile.
  • the reflectance is the average or mean of all measurements.
  • the illuminance can be determined from the known brightness of light sources such as LEDs.
  • the orientation of the frexel can be determined.
  • the orientation of a frexel and its neighbors is an indication of the actual local surface texture of the skin.
  • One aspect of the current invention is the ability to measure and compensate for both local reflective properties and local surface texture.
  • the sensor obtains data when each light source is on, and the other sources are off.
  • the sensor may also obtain data for ambient lighting, with none of the four light sources on.
  • the tilt of the frexel can be determined by comparing the North and South measurements. The difference between these measurements is a related to the tilt of the frexel along the North-South axis. The difference between the East and West measurements is a related to the tilt of the frexel along the East- West axis.
  • the (x,y,z) represents the location of a frexel with respect to a coordinate system.
  • the NS tilt represents the tilt of the frexel relative to the EW axis.
  • the EW tilt represents the tilt of the frexel relative to the NS axis.
  • the (R,G, B visual color albedo) represents the measured reflectance of the frexel in the red, green, and blue spectrum.
  • One aspect of the current invention is that data may be obtained for multiple wavelengths, and that different wavelength data is useful in identifying skin features.
  • the human eye sees both reflectance and topology.
  • data is obtained for both reflectance and topology.
  • Step 2- register the groups of frexels.
  • the second step is to make some sense out of the data from a plurality of frexels.
  • This portion of the example is analogous to the problem of mapping the earth's surface from satellite or aerial photographs.
  • aerial photos a large number of photographs are slightly scaled, rotated, and/or translated in order to permit the images to be properly overlapped to reflect the actual earth surface.
  • the map can then be generated from the properly overlapped images.
  • one source of complexity is that data is captured at slightly different acquisition times, and it is necessary to compensate for movements of the skin and slight errors in calculated position.
  • a model of the body may include a model of the skeleton so that the body may be related to the skeleton. Movement may first be applied to the skeleton, and then the position of the body can be calculated from knowing the position of the skeleton and knowing the relationship between the skeleton and the body.
  • the problem is the reverse, in that the shape of the body has been determined, and it is desirable to correct for motion during the measurement,
  • frexel may be a portion of a face
  • map is an idealized map of a face
  • a model could be a rigid and upright face in an expressionless pose.
  • the determination of the desired amount of each of a plurality of dyes to be applied is made by • generating a map of the skin at a first time;
  • the corrective plan is then executed at a second time by making multiple passes over the skin with a device which includes a scanner and a dye applicator.
  • the scanner provides data that is used to determine the location of the applicator and to determine how much additional dye is required for that location at each pass.
  • the corrective plan provides a calculation of the total amount of dye to be applied to each small portion of the skin. In one example, a portion of the dye is applied in each of a plurality of passes over the skin.
  • FIG. 13 represents a human face 235 with certain characteristics:
  • a non-uniformity 412 such as a scar.
  • FIG. 14 shows a representation of a 2-D surface map 232 of the face shown in FIG. 13, resulting from the scanning process used by the present invention and described above.
  • This 2-D surface map 232 in FIG. 14 retains the characteristics listed above, which may be identified by pattern recognition:
  • a non-uniformity 412 such as a scar.
  • the 2-D surface map 232 typically includes a representation of depth in order to capture the shape of the face.
  • the present invention can distinguish between the two and treat them appropriately.
  • the application algorithm 230 puts the scanned image into spatial frequency bands, in an embodiment, to permit identification of characteristics.
  • FIGS. 16A-E represent the patterns of the 2-D face 232, shown in FIG. 14, after the data has been put into spatial frequency bands.
  • the top band in FIG. 16 represents the actual "albedo" of the 2-D surface map 232.
  • a rise in the actual albedo graph identifies the light spot 408.
  • a deep, sharp drop in the graph identifies a non-uniformity 412 such as a scar.
  • an irregular section identifies a freckle 410.
  • the spatial frequency bands also graph the actual illuminance (shading) of the 2-D surface map 232.
  • FIG. IS shows that pattern recognition can also identify features in the scanned 2-D surface map 232, such as
  • the application algorithm 230 can determine whether to make enhancement to those features. For example, it is normally undesirable to print RMAs 264 on an eye 426. Therefore, the application algorithm 230 can remove the area that represents the eye 426 from consideration for enhancements.
  • the application algorithm 230 may also use pattern recognition for tracking the location of the application device 246, for example the one shown in FIG. 3, on the area of skin 302.
  • chemical markers may be alternately applied to the area of skin during the scan to help create the map and enable subsequent tracking of the map with the area of skin 302.
  • ultraviolet markers may be used.
  • the application algorithm 230 may compare the mapped physical features with the idealized features in a features library 274, shown in FIG. 2, and use the comparison to modify features. For example, the application algorithm 230 may darken the area under a cheekbone 428 to match an idealized cheekbone that is more desirably prominent.
  • the application algorithm 230 may apply to scanned features global guidelines established in the features library 274, shown in FIG. 2. Determining the Actual Depth
  • the aim depth can be the low spatial frequencies only of the actual depth. However, aesthetics may dictate additional sculpting, through further mathematical or manual input.
  • the aim depth encompasses the effect of illuminance on perceived depth or texture, and is related to the amount and angle of incident light.
  • a low-pass filter may be performed with one half inch to one inch (12.7 to 25.4 mm) wavelengths to determine the aim depth to accomplish smoothing.
  • An aim reflectance may be derived algorithmically again simply as the low-pass version of the actual reflectance. However, additional aesthetic attributes may be added through mathematic or manual input.
  • the actual albedo is determined by the sensor of the application device, as described above.
  • the aim albedo is determined by the principles of correction explained above.
  • a generalized smoothing is performed, and specific feature correction is performed.
  • the light spot would be darkened, the freckle would be retained and possibly sharpened, and the scar would be at least partially camouflaged by a general darkening of the skin and a specific darkening of the light area on top of the scar.
  • the aim albedo is the desired perceived reflectance after calculating the smoothing and feature correction.
  • the aim albedo may also include artistic strategies such as darkening one portion of a face relative to another. Applying Aesthetic Objectives
  • a human observer may optionally use means, such as a computer screen, keyboard, and mouse, to make further modifications in the actual depth of the scanned area in order to accomplish aesthetic enhancements.
  • FIG. 17 shows an example of the enhancement through the application of RMAs of the appearance of the face 235 portrayed in FIG. 13.
  • the light spot 408 and non-uniformity 412 shown in FIG. 13 have been removed in FIG. 17.
  • the freckle 410 has been retained in FIG. 17 as an attractive pattern of variety.
  • the application device 246 will only need to make only one pass across the area of skin 302 to both scan the data and apply the RMAs 264.
  • optional pigment pass 1 368 and optional pigment pass 2 370 shown in FIG. 21, may also be performed on areas to appear to lighten those areas.
  • a light-colored pigment such as white may be used rather than a negative dye 372.
  • a bleach or oxidizing agent may be used to lighten the skin rather than to apply light pigments.
  • a dark spot such as a pimple or vein, is lightened by the application of a pigment.
  • the user moves the application device 246 over the area of skin 302 many times.
  • the application system then scans continually, creates a new 2-D surface map 233 after each pass, uses the 2-D surface maps 233 continually to identify the landscape of the area of skin 302 and calculate new printable enhancement images 234 with each pass, and applies only a portion of the RMAs 264, for example 10%-20% of the RMAs 264, on each pass.
  • the use of multiple passes thus lets the application system 200 make a partial application of the RMAs 264, view the results of that application, and then make another partial application for further improvements.
  • the continuation of these passes can ensure increased accuracy in the desired result.
  • Application of the RMAs 264 in multiple passes also reduces the possibility of streaking and allows the RMAs 264 to dry between applications for greater effectiveness.
  • FIG. 21 illustrates how multiple passes may be used to apply a printable enhancement image 234 (exact aim) to an unprinted surface 366.
  • a printable enhancement image 234 exact aim
  • dye pass 1 360 is performed, so that some of the negative dye 372 is applied.
  • dye pass 2362 is performed to apply more negative dye 372, followed later by dye pass 3 364 to apply still more negative dye 372.
  • One advantage to applying the dye in multiple passes is that errors in scanning or printing tend to be smoothed. Moreover, errors are not just smoothed, but are corrected by feedback, much as a human would do, for example correcting in the second pass errors that were made in the first pass.
  • Another advantage is that edge effects tend to be softened so that there are not undesired abrupt changes in color across the skin.
  • optional pigment pass 1 368 and optional pigment pass 2370 may also be performed on areas to appear to lighten those areas, as explained above.
  • a light-colored pigment such as white may be used rather than a negative dye 372.
  • a bleach or oxidizing agent may be used to lighten the skin rather than to apply light pigments.
  • some frexels will be seen for the first time, other frexels will have had a previous first pass, and still other frexels will have had two previous passes, etc. It is desirable to keep track of how many times each frexel has been passed over, so that this information can be included in the control algorithm for applying a desired amount of RMA.
  • the multiple passed could be in sequential scan order; so a top side of the probe always sees fresh skin, a middle processes an intermediate pass, and a bottom processes a strip of skin for the final pass.
  • a more practical system allows random movement similar to the motion of an electric shaver, in which case software tracks the number of times a frexel of skin has been operated on.
  • a sonic or tactile feedback could indicate the completion for each frexel, like an electric shave changes sound depending on completion of effect under each pass.
  • FIG. 46 shows the general process of one embodiment of the present invention to visually enhance objects such as an area of skin comprising a human face, in an embodiment.
  • "What the eye sees 380" represent the scanned data about the area of skin 302. In terms of optics, this data comprises
  • This enhancement which may be calculated mathematically and optionally through manual visual corrections, comprises
  • the correction to be applied is a mixture of transparent dyes, such that the mix and the amount of the dye is determined in response to the perceived reflectance of the local area of the skin — which is related both to the actual reflectance and to the skin surface profile.
  • the correction applies a desired RMA to compensate for actual reflectance, and applies a shading to hide or enhance surface features.
  • the mathematical calculations to create the aim albedo G2, aim illuminance G4, and aim depth G6 may be performed with particular effectiveness through mid frequency filtering.
  • a printable enhancement image 234 may be created for printing on the area of skin 302 to make that area of skin 302 more attractive.
  • FIG. 33 shows steps in a process for accomplishing the present invention's enhancement techniques in an embodiment:
  • Step 7100 of FIG. 33 Using pattern recognition to map the physical features of the scanned area; • Step 7200 of FIG. 33 - Determining the actual depth of the scanned area.
  • Step 7300 of FIG. 33 Determining the aim depth of the scanned area.
  • Step 7400 of FIG. 33 Determining the actual illuminance of the scanned area.
  • Step 7S00 of FIG. 33 Determining the aim illuminance of the scanned area. • Step 7600 of FIG. 33 - Determining the actual albedo of the scanned area.
  • Step 7700 of FIG. 33 Determining the aim albedo of the scanned area.
  • FIG.34 shows steps in a process for accomplishing step 7300 of FIG. 33.
  • Step 7310 of FIG. 34 Carry out a low-pass filter.
  • Step 7320 of FIG. 34 Compare the mapped physical features with the idealized features in the features library 274.
  • Step 7330 of FIG. 34 Use pattern recognition to retain desired characterisitics.
  • Step 7340 of FIG. 34 - Apply aesthetic objectives.
  • FIG. 35 shows steps in a process for accomplishing step 7500 of FIG. 33.
  • Step 7510 of FIG. 35 Perform a derivation of the low-pass filter. • Step 7520 of FIG. 35 - Apply aesthetic objectives.
  • Fig 18 shows an illustration of a human leg 237 with the following undesirable and desirable characteristics: • Cellulite 414,
  • spectral bands for these characteristics are also shown, including one for a printable enhancement image 234 that may be used to print enhancements onto the leg 237.
  • a 2-D skin map is portrayed as a 1-D graph following the dotted line across the surface of the skin.
  • the actual depth along this line is graphed.
  • the aim depth can be the low spatial frequencies only of the actual depth.
  • aesthetics often dictate additional sculpting, as is known in cosmetology.
  • Both actual and aim depths are translated into surface angle, as the first derivative, or slope, of depth.
  • the surface angle is then translated into illuminance of the surface, as is well understood in 3-D modeling in applications such as gaming or animation graphics.
  • the assumed illumination angle and diffusion is mean light reaching the human skin.
  • the leg example also illustrates pigmentations and varicose veins.
  • An aim reflectance may be derived algorithmically again simply as the low-pass version of the actual reflectance; however, aesthetic attributes may be added, such as freckles, which may align with existing pigmentations, while excluding age spots. It may also include other selected features, such as knee cap darkening.
  • each color can represent varicose veins may be blue or red, while pigmentation may be orange.
  • each color is independently corrected using colored inks, such as the process colors cyan, magenta, and yellow.
  • the perceived light visualized from the leg by a human observer is the illuminance * reflectance (albedo). It is actually actual illuminance * actual reflectance, but is desired to be aim illuminance * aim reflectance. Thus to go from actual to aim, a multiplying (or dye) image should be deposited on the skin, that is
  • translated aim angle is the aim angle translated to a standard illumination assuming mean illumination
  • translated actual angle is the actual angle translated to a standard illumination assuming mean illumination.
  • This provides the aim correctance, shown as the printable enhancement image 234.
  • a separate aim correctance can be derived for each color, typically red, green, and blue to print, in order, cyan, magenta, and yellow.
  • FIG. 19 shows an illustration of a human leg 238 after being enhanced through the present invention.
  • FIG. 20 shows an example for changing the perception of a breast 239 from an actual 3D surface 342 under mean illumination 340 to an aesthetic aim 344 by determining the difference 346. Applying RMAs to approximate this difference will alter the perceived appearance of the breast.
  • FIG. 37 represents a simple smoothing example for skin.
  • An area of skin such as one on the arm, is broken into a plurality of frexels at step 900.
  • at least one optical attribute of the frexels is determined.
  • the optical attribute is represented as R;
  • There is a look up table which provides a quantity of a reflectance modifying agent to apply for each range of visual characteristic.
  • the quantity of RMA to be applied is determined from this look up table.
  • the desired quantity of RMA is applied at step 940, thereby changing the appearance of the area of skin. This single pass example does not require a mapping of the skin.
  • FIG. 38 represents a multiple pass smoothing of skin.
  • the desired reflectance R d is approached with a series of applications of a reflective modifying agent.
  • the actual initial reflectance is determined at step 900 as R a , and that value provides a first quantity of RMA to be applied in a first pass which is Qi.
  • the application of that first amount of RMA, Q,_ changes the reflectance from R a to R,
  • R 1 is used in the look up table to determine the second amount of RMA (Q 2 ) to be applied.
  • Q 2 the second amount of RMA
  • the resulting reflectance R 3 approaches the desired reflectance.
  • the number of passes is not limited to three but may be more or less than that number.
  • FIG. 39 represents a facial map example.
  • the skin on a face is allocated into a plurality of frexels as before.
  • the optical attribute is measured in step 910 as before, except that the frexel location is determined and specified and recorded so that there is location data for individual frexels.
  • the data for individual frexels includes sensor location, the location of the frexel and one or more optical attributes.
  • the optical attributes maybe used to determine the reflectance, position, and orientation of the frexel at step 920.
  • Each frexel then has an initial characteristic such as an actual reflectance.
  • the frexel also has a desired final characteristic, such as the desired reflectance, and an amount of RMA to be applied in one or more passes.
  • the amount of RMA is determined at step 940.
  • the desired reflectance is determined from an enhancement strategy such as smoothing of the skin, filtering to remove middle frequency characteristics, feature recognition and feature enhancement, and general artistic schemes.
  • the desired quantity of RMA is determined from the difference between the desired reflectance and the actual reflect
  • FIG. 4OA is a schematic for sensor and LED arrangement.
  • a sensor is located along the axes of four LEDs which are designated as north, south, east, and west.
  • FIG. 4OB is a cross section showing that the LEDs are typically directed to a point on the skin below the sensor.
  • the LEDs and sensors are provided in a housing, and the housing may have reflective properties to provide more diffuse or indirect light to the frexel in some applications. In other applications it is desirable to orientate the light directly at the frexel in order to determine the tilt of the frexel.
  • Depth maybe determined by shadow parallax grid projected by LEDs from different angles.
  • two cameras maybe used in a stereoscopy approach.
  • FIG. 41 shows a simple feature recognition approach.
  • a frexel map for a particular frexel "m" and its neighboring frexels is represented.
  • Data for each frexel typically includes the time, position, reflectance and orientation of the frexel. Information can be represented graphically as demonstrated in the reflectance feature portion of the diagram.
  • the skin is scanned to measure an optical attribute.
  • a visual characteristic such as reflectance is determined from the scan.
  • a facial map is generated to provide the actual visual characteristics as perceived by a viewer.
  • the frexel data is reviewed to identify local features and the parameters for the particular subject. An example of parameters is the range of readings in that subject, which can be used in normalization or other data manipulation.
  • enhancement strategies are applied.
  • an enhancement map is provided.
  • the enhancement map includes the amount of RMA to apply to a particular frexel in order to change its visual characteristics.
  • FIG. 42 illustrates a frexel map for a portion of a face. This figure shows characteristics such as a pimple, frexel, light spot and a scar. Each of those characteristics is shown in an enlarged position with multiple frexels in the diagram. These areas can be represented and detected mathematically from the known properties of the various skin features, so that feature recognition can be preformed automatically with mathematical analyses.
  • FIG. 43 represents an example of simple artistic strategy.
  • various shading strategies or overall global strategies for appearance can be provided.
  • one strategy involves the selection of white or dark areas in the upper or lower portion of the faces, such as light eyes and light cheeks, or light eyes and dark cheeks, or dark eyes and light cheeks, or dark eyes and dark cheeks.
  • Each of these general shading strategies provides a very distinctive look for a particular subject and maybe appropriate either the particular facial structure of the subject or for particular activities or objectives of the person.
  • one of the overall shading strategies is selected, and that overall shading strategy is applied along with filtering strategies such as middle frequency removal and specific feature enhancement described above.
  • the combination of these strategies provides the desired enhancement map of a face which is a composite of those approaches, so that a correction is applied in a combined manner.
  • FIG. 1 shows an embodiment of the present invention used to apply RMAs 264 to an area of skin 302.
  • a party sets up an application system 200 comprising the following elements, which are explained in more detail below:
  • a computing environment 100 for example a personal computer, server, or portable computing device;
  • a means of application 240 - for example a printer - which can be used to apply RMAs 264, such as ink.
  • the computing environment 200 further comprises
  • storage 250 - which may be may be non-volatile data storage
  • an application map 232 which is created by application algorithm 230 to provide instructions for applications onto an area of skin 302; • a printable enhancement image 234 — which is the set of instructions for applications onto an area of skin 302.
  • the elements of application system 200 may comprise discrete units and be connected through links 142 and 144, which may comprise internal connections.
  • FIG. 2 shows an embodiment of loosely connected elements for applications onto an area of skin 302.
  • a scanner 220, printer 241, and computing environment 100 communicate over a network 130 and links 142, 144, and 146.
  • the network 130 may comprise the Internet, a private LAN (Local Area Network), a wireless network, a TCP/IP (Transmission Control Protocol/Internet Protocol) network, or other communications system, and may comprise multiple elements such as gateways, routers, and switches.
  • the links 142, 144, and 146 are compatible with the technology used for network 130.
  • a features library 274 may be used to store the characteristics of human features, for example the eye, nose, and mouth, for use by pattern recognition.
  • the features library 274 may also be used to store idealized pattern for human features that may be used to make actual features appear more attractive.
  • an idealized pattern for human lips may be used to make actual lips appear fuller as well as redder.
  • a 2-D surface map 233 shown in FIG. 2 is used The 2-D surface map typically includes a representation of depth in order to capture the shape of the face .
  • registration means 270 mechanical or electronic, are used for tracking the location of the scanner 220 and printer 241 relative to the area of skin 302
  • FIG. 3 shows an embodiment where an application device 246 comprises a scanner 220 and an inkjet printer 242 to apply RMAs 264 from a reservoir 262 to the area of skin 302.
  • the application device 246 also communicates over a network 130.
  • FIG. 4 shows that in an embodiment, the RMAs 264 may comprise magenta 265, yellow 266 and cyan 267 RMAs. In other embodiments, the RMAs 264 may additionally include black or brown and white.
  • the application device 246 comprises the portable scanner 220 and a portable inkjet printer 242, shown in FIG. 3.
  • the device has a height-determination means such as a tip or cup to hold the device at uniform a height of 1/8 to 1 A inch (3.2 to 6.4 mm) from skin.
  • the elevation of the probe only has to be accurate within a few millimeters.
  • the device uses mirrors or two cameras. It typically makes ten passes to cover the 150 square inches (1000 square cm) of a face, and the time required to complete the process is comparable to that required for electric shaving.
  • the device is under 2 inches (50 mm) in length.
  • the portable scanner 220 comprises an area array that lightly touches the surface of the area of skin 302 to be scanned. In another embodiment the portable scanner is moved without touching skin in the vicinity of the skin being scanned.
  • a white LED light source in the sensor flashes to apply normal light, defined as light from above, to the area of skin 302. Measurements are taken when the LED is on and off, and the difference between the two measurements is subtracted to determine the contribution of the light source.
  • the inkjet printer 242 comprises an inkjet printer with .001 inch resolution and a reservoir 262 capable of holding RMAs 264.
  • the RMAs 264 comprise transparent dyes, while in other embodiments they comprise inks or other useful chemicals.
  • FDA-approved RMAs are employed.
  • the RMAs 264 may comprise agents for the following colors: magenta 265, yellow 266, and cyan 267. They may comprise additional colors, such as black, brown, and white, as well. These colors can enable the inkjet printer 242 to create any color on the area of human skin.
  • registration means 270 are used for tracking the location of the scanner 220 and printer 241 relative to the area of skin 302.
  • the registration means 270 may comprise accelerometers. which measure acceleration and tilt, and gimbals, which measure the rotation of an object in three dimensions and control that rotation, may also be included in the application device 246. These devices help control movement and positioning and maintain the correct reflective angle for the application device 246.
  • registration means may comprise a global positioning-like service (GPS) used locally through high frequency radiation.
  • GPS global positioning-like service
  • registration means may comprise a set of small flat-ended pins that are pressed lightly against the surface of the skin to make an impression.
  • the pins may be pressed against a face to make a mask of the face.
  • the movement of the pins in a frame may be tracked mechanically to provide the 3-D coordinates.
  • another embodiment of the present invention is a portable application device 260 comprising multiple elements for applying material onto skin, which does not require an external network.
  • An embodiment of the portable application device 260 uses an inkjet printer 242 to apply ink 248 to the area of skin 302.
  • One aspect of the current invention is to acquire and manipulate image data of human skin.
  • a first step is used to generate a map of a portion of the body, and that map is used to generate a specific plan of selectively applying dyes at a later time.
  • One embodiment of the current invention is to use a portable scanning device to acquire data for generating the map; and to use the portable scanning device in combination with a portable printing device to selectively apply dyes to a region of skin.
  • FIG. 30 shows an embodiment of the present invention that may be employed for applying material onto skin, through communications over a network and a portable application device with a curved surface.
  • the curved surface may comprise, for example, a mask or helmet into which a human face may be inserted and an application device (scanner/printer) that circles the face.
  • an application device scanner/printer
  • Use of such a curve surface requires feature recognition through artificial intelligence and mapping, so that the application device can calculate its location on the face and its distance from the skin.
  • curved surface device is that is requires no user action or training. Another is that the application device remains above the skin and so does not touch the wet RMAs.
  • FIG. 27 shows an embodiment of an application device 246 comprising a booth.
  • the area of skin 302 comprises an entire person who steps into the application device 246 through a door 282.
  • the person might undress, step into the booth, as is typically done with tanning booths, and lie or stand for the application of RMAs.
  • a scanner/applicator 284, comprising a scanner 220, inkjet printer 242 with a reservoir 262 and RMAs 264, and registration means 270, would move across the person's body to collect data, analyze the data, and make enhancements by applying RMAs.
  • the booth may comprise a two-part cylinder that closes over all a person or over part of a person such as a face.
  • FIG. 29 shows an embodiment with an application device 246 comprising a blotter.
  • the blotter comprises a cup 280 to maintain an approximate appropriated distance from the area of skin 302, as explained above.
  • the user instead of moving the blotter application device 246 in a single pass or multiple passes over the enter area of skin 302, the user places the blotter application device 246 over a small area of skin and holds it there briefly, to accomplish scanning, analysis, an application of RMAs in that small area, and then moves the blotter application device 246 to the next small area.
  • FIG. 44 shows an inverted view of an application device 246 comprising a blotter.
  • the blotter application device 246 comprises four LEDs 290, two cameras 292, and a rotating inkjet printer 294 that moves about a central axis on the application device 246 like the hand of a clock.
  • the rotating inkjet printer 294 prints RMAs throughout the area of the blotter application device 246 except for the area of the central axis, which can be printed on by moving the blotter to an overlapping area for a second printing.
  • FIGS. 40A-B are sample layouts for LEDs and a sensors for acquiring reflectance and skin orientation data.
  • a set of four light sources is used, such that the light sources are placed at the corners of a diamond, where the sensor is positioned at the center of the diamond layout. This configuration simplifies the mathematical analysis for calculating surface profile.
  • mean illumination it is useful to employ mean illumination.
  • multiple diffuse or orthogonal light sources may be used, in a configuration which may include mirrors.
  • the lights may be flashed repeated, as strobe lights, so that hundreds of images may be taken of a small area can averaged for effectiveness.
  • FIG. 6 shows a process for employing an application system 200, in an embodiment. This process comprises the following high-level steps, which will be explained in detail below: • Step 1000 in FIG. 6 -Setting up an application system 200 based on scanning an area of skin 302 to determine attributes and applying RMAs 264 to that area of skin 302 in registers in agreement with or in opposition to the determined attributes;
  • Step 2000 in FIG. 6 Scanning an area of skin 302; • Step 3000 in FIG. 6 - Analyzing the scanned data with an application algorithm 230;
  • Step 4000 in FIG. 6 - Creating a printable enhancement image 234 with the application algorithm 230;
  • Step 5000 in FIG. 6 - Using the printable enhancement image 234 to apply RMAs 264 on the area of skin 302;
  • Step 5002 in FIG. 6 - Optionally repeating steps 2000 through 5000.
  • FIG. 7 shows a process for Step 1000 - setting up an application system 200, shown in FIG. 6, in an embodiment.
  • the process comprises the following steps, which will be explained below:
  • Step 1010 in FIG. 7 - Providing an application algorithm 230
  • Step 1020 in FIG. 7 - Providing the application algorithm 230 on a computing environment 100;
  • Step 1030 in FIG. 7 - Providing storage 250 on the computing environment
  • Step 1040 in FIG. 7 Integrating a means of scanning 220 an area of skin 302;
  • Step 1050 in FIG. 7 Integrating a means of application 240 of RMAs 264.
  • One or more programmers create an application algorithm 230 that, in an embodiment, controls the elements and processes of the present invention outlined in FIG. 6 and explained above.
  • the application algorithm 230 can be used on at least one computing environment 100, as shown in FIG. 1, and may be integrated with other elements of application system 200.
  • application algorithm 230 may be loaded on a computing environment 100 comprising a server.
  • the computing environment 100 may be equipped with non-volatile storage 250 capable of storing data such as scanned data from scanner 220.
  • the application algorithm can include default strategies which may be based on feature recognition, a feature-based lookup scheme, or general artistic objectives.
  • the general functions to be accomplished by the application algorithm 230 are
  • a primary function of the application algorithm 230 is to analyze scanned data about an area of a first instance of material 300 and create a 3-D application map 232 of the attributes of that area 300 for which application of a second instance of material 300 would be useful.
  • a key part of this function is that the application algorithm 230 determines at each scanned point whether the application of the second instance of material should be in a register in agreement with the attributes of that area of the first instance of material or in a register in opposition to those attributes. This decision is based on instructions in the algorithm for what would be useful and advantageous for the area of the first instance of material 300.
  • FIG. 31 shows the steps involved in coordinating scanning
  • Step 602 in FIG. 31 Initiating scanning by scanner 220.
  • the scanner 220 begins scanning.
  • Step 604 in FIG. 31 - Sending scanned data to computing environment 100.
  • the application device 246 transmits its scanned data over link 144, network 130, and link 142 to computing environment 100.
  • Step 606 in FIG. 31 Storing scanned data in storage 250.
  • Step 608 in FIG.31 - Putting the scanned data into spatial frequency bands.
  • Creatine a printable Enhancement Image
  • the goal of a cosmetics embodiment of the present invention is to understand and make use of the characteristics of the human visual system to make the observer perceive a person as younger than that person is. This may be considered a form of camouflage performed at the pixel level. It is important to note that the techniques of the present invention for accomplishing this goal do not wipe out all the detail in the area of skin affected, but retain significant, desirable details that make the area of skin look real. To accomplish this goal, the present invention uses sophisticated techniques, explained below, to create a printable enhancement image 234 for making appropriate applications of the RMAs 264.
  • FIG. 9 shows a process for creating a printable enhancement image 234, in an embodiment.
  • Step 6051 in FIG. 9 Converting the 3-D scan to a 2-D surface map 233 in a computer model.
  • FIG. 10 shows an example of how a 3-D human face 235 may be mapped to a 2-D surface map of that face 233, through well known techniques employs in computer modeling and gaming. For this 2-D mapping, in the small (limit) all surfaces are flat, creating a razor model for the "base.”
  • Step 6052 in FIG. 9 - Using pattern recognition to identify specified features 310 of the 2-D surface map 233.
  • pattern recognition may be used to identify the eyes.
  • Step 6054 in FIG. 9 - Using the identified features 310 to further identify portions of the skin not to be enhanced 320. For example, it may be desirable to specify that the eyes not be enhanced with potentially irritating RMAs.
  • Step 6056 in FIG. 9 Eliminate from calculations the portions that are not to be enhanced. For example, the eyes may be eliminated from calculations.
  • Step 6058 in FIG. 9 - Employing enhancement techniques 600 on correctable features 330 to achieve an aesthetic goal.
  • coordinating the pixel-level application of RMAs 264 to achieve the determined enhancements may be achieved through the following steps:
  • Step 6060 in FIG. 32 Sending the printable enhancement image 234 to the application device 246.
  • Step 6070 in FIG. 32 - Using the inkjet printer 242 to apply the RMAs 264 to print the printable enhancement image 234.
  • the user moves the application device 246 across the area of skin 302 so that the scanner 220 can record data.
  • the area of skin 302 might be the user's face.
  • the scanner 220 sends the scanned data over the network 130 to the computing environment 100 where the data is stored in storage 250.
  • the user may be asked to employ a tapping or blotting motion of the probe, rather and making smooth passes as in moving an electric shaver over the face. This motion reduces smudging in the application of RMAs.
  • the user may be asked assume a neutral, motionless position, to present a neutral model.
  • a neutral, motionless position For example, for use with the face, a user may be asked to hold still, close the eyes, and have an expressionless face.
  • the user For use with the entire body, the user may be asked to stand still in a specified position in a booth.
  • the application algorithm 230 puts the stored data into spatial frequency bands and uses pattern recognition to analyze them to determine the landscape of the area of skin 302 and the dimensions that require application of the RMAs 264. .
  • the application algorithm 230 uses its analysis to create in software a 2-D surface map 233 of the area of skin 302, which is stored in storage 250, for potential future use.
  • the application algorithm 230 also creates a printable enhancement image 234 based on a 2-D surface map 233.
  • the printable enhancement image 234 can be made manually by an operator who displays the map on a computer screen and uses controls to make desired adjustments.
  • the application algorithm 230 sends the printable enhancement image 234 over the network 130 to the application device 246 that triggers the inkjet printer 242 to apply the RMAs 264 from the reservoir 262 to area of skin 302.
  • the inkjet printer 242 applies different quantities and mixes of the RMAs 264 to create desired results in different portions of the area of skin 302, at the pixel level, making the application very precise.
  • the application device 246 will only need to make only one pass across the area of skin 302 to both scan the data and apply the RMAs 264.
  • the user moves the application device 246 over the area of skin 302 many times.
  • the application system then scans continually, creates the 2-D surface map 233, uses the 2-D surface map 233 continually to identify the landscape of the area of skin 302, and uses the printable enhancement image 234 to apply approximately 10% of the RMAs 264 on each pass.
  • a portable printer is used to apply dye as the device is swept across or blotted onto the face.
  • One or more scanners on the device acquire image data in a manner as described above in the mapping example. That data is used to identify the location of the scanner so that the printer can be registered to the skin.
  • the correction plan or in the case of multiple passes a portion of the correction plan, is applied to the skin as the printer is moved over the skin.
  • Current inkjet printers typically have a desired working range of about 1/8 inch (3.2 mm) between the print head and the surface being printed. In one example, this print distance is maintained by hand held operation such as a light contact to the skin as the device is moved.
  • a helmet-type guide is provided so that the scanner and printer can be directed in predetermined paths across the skin.
  • the scanning and printing components can be provided in hand-held, fixtured, or booth systems.
  • the device may be the size of an electric shaver or powder puff so that it may be blotted or moved across the skin.
  • the device may be used in a single pass mode to provide a general smoothing of skin appearance, or in a multiple pass mode where several passes over each area of the skin are used in order to provide a relatively small correction on each pass.
  • the system may include a feedback means such as a tone to indicate that the operation is complete.
  • FIG. 26 shows a handheld scanner.
  • the scanner housing touches the skin so that the application device, such as a printer head, is maintained at an approximate known distance and orientation with respect to the skin.
  • a helmet mode is an example of a fixtured system where the scanning and application device has designated limited travel paths.
  • the fixtured system may include coordinate reference points, guide strips, and a movable probe.
  • a user could move the application device 246 over his or her face and have RMAs 264 applied as a form of makeup to enhance the attractiveness of the face.
  • RMAs may comprise transparent dyes, or inks, or pigments that would even up the skin tone while retaining desirable details like beauty moles, add reddish color to cheeks, and hide flaws and scars in the skin, greatly enhancing the attractiveness of the skin to the human eye.
  • the user would close his or her eyes and mouth to prevent exposure of them to the RMAs 264.
  • the system would use feature identification to recognize sensitive areas such as eyes and restrict itself from applying RMAs 264 to those sensitive areas.
  • the printable enhancement image 234 may be both in a register in agreement with the attributes of areas of the face or in a register in opposition to those attributes.
  • a light area of skin may be left relatively light or may be darkened, depending on the desired effect calculated by the application algorithm 230.
  • Suntan lotion ingredients could be added, such as SPS 15 sun block. For example, a mother might spray her child once a month for both appearance and sun protection.
  • makeup may be applied to simulate eyebrows on cancer patients who have lost their facial hair through chemotherapy or radiation treatments.
  • a device is provided to provide an artificial tanning that creates improved appearance over prior art devices.
  • Natural tanning through exposing the skin to sunlight or to light in tanning booths is a popular way that people use to increase their attractiveness. Natural tanning tends to smooth skin's appearance, which makes skin look more youthful. For example, unattractive flaws such as age spots, bumps, wrinkles, and pock marks typically appear in people's skin as they age. The human eye perceives these flaws because they ' create contrasts in the lightness and darkness of areas of the skin, making the skin appear more irregular and less smooth. An age spot is typically darker than the areas around it. A bump often casts a shadow beneath it, in natural lighting conditions when the sun shines from above the person. A wrinkle is like a recessed trough in the skin, so that it is less exposed to light and has a darker appearance than the surfaces around it. Pock marks are similarly darker areas.
  • Natural tanning smoothes the appearance of such flaws by reducing contrasts of lightness and darkness on the surface of the skin.
  • an existing age spot When an existing age spot is exposed to the sun, it typically is protected by its melanin so that it darkens to a limited degree, but the skin around it that is not protected by the same level of melanin darkens to a greater degree. The contrast between the age spot and surrounding skin thus becomes less.
  • a raised area such as a bump receives more sunlight on the upward facing side and therefore darkens more through exposure to sun than a shadowed area beneath the bump. The effect is to counter the dimensional appearance visualized by the shading. Areas around wrinkles and pock marks are darkened more than the shaded areas within them.
  • products such as tanning creams and spray-on lotions have been developed to simulate the attractive effects of tanning by darkening the appearance of the skin without exposing the skin to increased light.
  • these products are typically not as successful in creating the illusion of smoothing skin, for the simple reason that they tend to darken all the areas of skin to which they are applied to the same degree, preserving the contrasts in lightness and darkness that make skin less attractive. For example an age spot is darkened and the area around is also darkened, so that the age spot is still darker than its surrounding area.
  • both the upper and lower portions of a bump are darkened, so that in normal lighting conditions with light from above, the lower portion of the bump is still darker than the upper portion.
  • these products are manual and expensive, and their techniques are not precise enough to make specific enhancements at the pixel level, limiting their effectiveness.
  • the present invention makes enhancements targeted to specific ranges of scanned spatial frequencies in a frexel to simulate natural tanning.
  • This allows patterns in some spatial frequencies to be altered but patterns in other frequencies to be retained, through the application of an RMA of a single color, such as a brown or melanin color, to enhance attractiveness.
  • an RMA can be applied to reduce the contrast between areas of lightness and darkness by darkening selective areas of the skin, while retaining warm areas of colors, young-looking freckles, and beauty marks.
  • the RMA is applied in opposition to the data obtained by scanning, to darken selected light areas.
  • the scanned data is analyzed to identify its reflectance and its topography, both of which are useful for determining precisely which frexels are to be darkened. Surface angles of features on the skin can be determined, as is done in gaming, to identify shading of surface textures.
  • this process would not have to darken the skin as much as natural tanning by light requires. This is because this process can make very specific enhancements at the pixel level. For example, it can distinguish a darker age spot from a lighter area of skin, can specifically darken only the lighter area, and can darken the lighter area only to the lowest degree useful for visual enhancement.
  • the present invention can identify a very small area with surface texture variations 400, shown in FIG. 12, representing a tiny bump, for example. It can apply an ink or dye to the apparently lighter portion 404 of the bump 400, apparently lighter because it is receiving more illumination by virtue of the surface angle relative to the light source, and not darken the shaded, apparently darker portion 406 underneath the bump. This reduces the light and dark contrast associated with the dimensionality of the bump, making the skin look smoother. Enhancing the Whole Skin through Simulated Tanning
  • the overall visual perception of smoothness of the skin is greatly enhanced.
  • the lighter areas around wrinkles can be darkened, but not the recessed areas within the wrinkles, which tend to be shaded and thus already apparently dark, thereby camouflaging the wrinkles.
  • the skin will look darker overall, as with a natural tan, and attractively smoother, but desirable features such as freckles and color in the cheeks can be left un-enhanced and so can be retained, unlike the application of a darker base.
  • the simulated tanning of the present invention provides for cosmetic enhancements througth the use of an ink or dye, or a chemically altering darkening agent, for example compounds used to simulate tanning, in one color instead of multiple colors such as cyan, magenta, yellow.
  • the techniques of the present invention may be applied not only to very small features, such as the bump 400, shown in Fig. 12, but to much large areas for skin. For example, it may be used to simulate muscle definition and to make breasts or cheekbones project by darkening the lower portions of these features, and lightening cleavage.
  • FIG. 47A is a side view of one embodiment of a handheld device for skin marks such as age spots, small scars, and varicose vein.
  • FIG. 47B is a front view of the device of FIG.47 A
  • FIG. 47C is a top cross sectional view along section AA' of FIG. 47B.
  • the mark applicator device 550 includes a housing 553 which provides an upper handle portion and a lower skin application portion.
  • the device is about 1 1 A by 2 inches (38 - 50 mm) wide and about 4-5 inches (100-127 mm) tall.
  • an opening in bottom 554 of the housing is about 1 A to 3 A inch square (12.7 -19.2 mm square).
  • At least one light source is used.
  • four light sources 551 are positioned in proximity to the 4 corners of a square tube.
  • the light sources are typically white light LEDs, or combinations of LEDs such as red, green, and blue to produce a white light, but the sources may also be of varying wavelengths to provide additional data for mark recognition. In some cases, a single light source may be used.
  • the advantages of using separate wavelength light sources include greater sensitivity, better color accuracy, and higher resolution. In the booth and movable handheld embodiments described above, however, these advantages may not overcome the practical difficulties and time required to sequence four different lighting conditions for each set of frexels. Most cameras are able to provide good color images from a white light source.
  • the camera is not moved, and it is more practical to obtain an image from each of several colors of light sources, and from the white light produced when all of the light sources are on.
  • this applicator include light sources of different wavelengths, thus providing a better white light and additional image data at a plurality of wavelengths in order to support more sophisticated feature recognition.
  • the light source or sources in this and other embodiments may be of a variety of wavelengths including visible light, infrared, and ultraviolet.
  • the infrared wavelengths provide a better penetration of the skin to support feature recognition.
  • the lower portion of the tube preferably has a reflective surface such as a shiny or brushed aluminum or steel so that the light sources reflect from the housing walls and provide a uniform lighting to the exposed skin area. These reflective surfaces are analogous to an optical fiber.
  • a camera 552 captures images of the exposed area as described below.
  • a print head 560 is moved across the opening in order to print a desired correction to the area, and to the mark in particular.
  • Other components in the housing include a circuit board 562 and electronics; at least one RMA cartridge 564 and a battery 566.
  • the term RMA is used here in the general sense and the cartridge or cartridges may contain pigments or other agents.
  • step 7900 the device is placed over an area of skin which has a mark which the user desires to camouflage.
  • the device is held in place for a predetermined period of time, or until the unit signals completion, such as with a status light or audible tone.
  • the user then presses a switch on the housing (not shown) and the unit performs the following typical operations:
  • the unit In response to the user pressing a switch on the housing at step 7910, the unit completes the following steps.
  • the camera captures a first image at ambient light with the camera of the area of skin exposed by the bottom opening. Even when the unit is pressed against the skin, some light travels through the skin and partially illuminates the area.
  • the light sources are turned on.
  • the camera captures a second image with the camera while the light sources are on.
  • the unit analyzes the images, which may include the following steps. Subtracting the first image from the second image at step 7952; identifying the mark at step 7954; and determining a desired modified reflectance for the mark and adjacent skin at step 7956.
  • determining a desired amount of RMA to print on the mark to achieve the desired modification determining a desired amount of RMA to print on the mark to achieve the desired modification.
  • a generally opaque and white RMA would typically be used to camouflage the small marks of this embodiment.
  • the substance would be similar to a classical makeup base, but typically lighter or more white that the base.
  • the RMA is a pure white, or is white in one wavelength, such as a light pink.
  • the RMA is preferably lighter than the skin so that small amounts may be used over a mark in a manner than matches surrounding skin.
  • printing the correction in one or more print head passes.
  • One example print method includes printing a portion of the desired correction in a first pass at step 7972; taking an image of the area of skin after printing the first portion at step 7974; analyzing the image at step 7976; adjusting the amount to be printed in the second pass according to the analysis of the image at step 7978; and printing at least a portion of the remaining correction amounts in a second pass at step 7979. Additional passes may be performed if desired.
  • a "pass" in this example refers to the print head being moved over the skin area. All other components and the housing remain stationary.
  • the second pass provides an opportunity to compare the predicted correction to the actual correction, and to compensate for the difference. For instance if less correction is printed than desired, the unit may print more than the remaining calculated amount in a second pass; and if more correction is printed than desired, then the unit may print less than the remaining calculated amount in a second pass.
  • a unit is provided to print a specialized area of the skin such as lips, or around the eyes.
  • the unit may be provided as a booth-type fixture, but is preferably portable, such as a handheld device.
  • the device may include a portable support such as a chinrest to provide stability and alignment.
  • a device similar to the handheld mark applicator of the embodiment described above may be used.
  • the unit typically has several differences to the mark applicator.
  • the unit is typically larger than the mark applicator, and the opening, may be of a shape such as an ellipse which more closely matches the skin region. Since the skin region may have substantial curvature, the print head typically has a z-axis capability to be moved closer to the skin or further from the skin as the head is moved over the region.
  • the multiple light sources as described in the above embodiment are effective for providing a "shading" analysis of frexel orientation over small areas. Since a region like the lips has larger shape features as well as local features, it is desirable to supplement the shading analysis with stereoscopy methods. For instance the use of two camera permits a comparison of the images to develop a stereoscopic analysis of the region, as well as a local shading analysis. The two approaches are thus complimentary.
  • the device is placed over the lips; or in the case of a booth device, the lips are placed in the booth. Images are taken by a pair of cameras with multiple lights sources under various lighting conditions. The image data from one or both cameras can be used to determine frexel orientation as described above. The image data from both cameras can also be used to develop a stereoscopic analysis.
  • the analysis is used to develop a correction plan.
  • the correction plan is executed by moving the print head over the region to apply one or more RMA- preferably in multiple passes.
  • the print head has a z-axis control so that the head may be brought closer to the lips or further from the lips as necessary.
  • the present invention may be used to apply substances to other surfaces than skin, for example
  • the term computer is used here in its broadest sense to include personal computers, laptops, telephones with computer capabilities, personal data assistants (PDAs) and servers, and it should be recognized that it could include multiple servers, with storage and software functions divided among the servers.
  • PDAs personal data assistants
  • a wide array of operating systems, compatible e-mail services, Web browsers and other communications systems can be used to transmit messages among client applications and Web services.

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Abstract

A computer-controlled system determines attributes of a frexel, an area of human skin, and applies a modifying agent (RMA) at the pixel level, typically to make the skin appear more youthful and so more attractive. The system scans the frexel, identifies unattractive attributes, and applies the RMA, typically with an inkjet printer. The identified attributes relate to reflectance and may refer to features such as irregular-looking light and dark spots, age-spots, scars, and bruises. Identified attributes may also relate to the surface topology of the skin, for more precisely enhancing surface irregularities such as bumps and wrinkles. Feature mapping may be used, for example to make cheeks appear pinker and cheekbones more prominent. The RMA can be applied in agreement with identified patterns, such as adding red to a red frexel, or in opposition, such as adding green or blue to a red frexel, according to idealized models of attractiveness.

Description

SYSTEM AND METHOD FOR APPLYING A REFLECTANCE MODIFYING AGENT TO IMPROVE
THE VISUAL ATTRACTIVENESS OF HUMAN SKIN
CROSS-REFERENCE TO RELATED APPLICATIONS
This application claims the benefit of U.S. Provisional Application Serial Number 60/708,118 filed August 12,
2005 by applicants.
FIELD OF THE INVENTION
The current invention relates to automated computer-controlled methods to selectively and precisely apply one or more reflectance modifying agent, such as a dye or pigment, to human skin to improve its visual attractiveness.
BACKGROUND OF THE INVENTION
Prior Cosmetic Techniques and Their Disadvantages
Prior art techniques for modifying the appearance of skin include natural tanning, artificial tanning, and the deliberate application of cosmetics. Each of these prior art techniques has limitations.
Typically, the applications of cosmetic substances to skin are largely manual, for example through the used of brushes, application tubes, pencils, pads, and fingers. The application methods makes prior art cosmetics imprecise, labor intensive, expensive, and sometimes harmful, when compared to the computerized techniques of the present invention.
Most prior art cosmetic approaches are based on the application of opaque substances. There is a need for the precise application of reflectance modifying agents (RMAs), such as transparent dyes, to provide a more effective modification of appearance.
Manual cosmetic applications are imprecise compared to computer-controlled techniques, and this imprecision may make them less effective. For example, the heavy application of a foundation base for makeup may cause an unattractive, caked-on appearance.
Manual techniques typically take a long time to employ, as can be seen in any morning commute on a highway, where people frantically take advantage of stops to finish applying their makeup. Manually applied makeup is not cheap, and when the help of professionals such as beauticians is required, is even more expensive.
Often the materials applied to the skin in manual techniques are themselves potentially harmful. For example, a foundation base for makeup may cause skin to dry out and may inhibit the skin's breathing. Sunlight or artificial light used for tanning may cause cancer.
Therefore, there is a need for the precise application of reflectance modifying agents (RMAs) to provide a more effective, more automated, faster, less expensive, and less dangerous modification of the appearance of skin.
In this specification, the terms "reflectance modifying agent" or "RMA" refer to any compound useful for altering the reflectance of another material, and are explained in further detail below. Some examples of RMA are inks, dyes, pigments, bleaching agents, chemically altering agents, and other substances that can alter the reflectance of human skin and other features. The terms "dye" and "transparent dyes" are used for brevity in this specification to represent any RMA.
BRIEF SUMMARY OF THE INVENTION
These and other needs are addressed by the present invention. The following explanation describes the present invention by way of example and not by way of limitation.
It is an aspect of the present invention to provide a computer-controlled system and method for determining visual attributes of an area of skin, and then applying at least one reflectance modifying agent to the area of skin.
In one embodiment, the reflectance modifying agent is applied in agreement with the visual attributes. In another embodiment, the reflectance modifying agent is applied in opposition to the visual attributes.
It is another aspect of the present invention to determine the visual attributes of an area of skin by electronically scanning the area and analyzing the scanned data in a computing environment.
In one embodiment, the scanning provides reflective data about the skin. The data is used to conduct feature identification and to evaluate potential corrective strategies to improve the visual appearance of the skin. An example of a corrective strategy is to deliberately alter the reflective properties of skin in order to compensate for the actual reflective properties of the skin. The application of one or more RMA changes the visual appearance of the skin.
In one embodiment, the scanning provides both reflective and surface profile data. The data is used to conduct feature identification and to evaluate potential corrective strategies to improve the visual appearance of the skin. An example of a corrective strategy is to deliberately alter the reflective properties of skin in order to compensate for both existing reflective properties and existing morphological properties. It is another aspect of the present invention to create a map of the area of skin, and to use that map at a later time to determine the location, relative to the skin, of an RMA applicator such as an inkjet technology, for example an inkjet print head, and to supply instructions to the applicator. The map may also be used to compare images from a first time and a second time in order to detect changes in reflectance or shape.
In this patent specification, the phrase "inkjet technology" refers generally to "drop control" technology, whereby each individual droplet of the substance being applied can be controlled by the applicator, as known to those skilled in the art. A particularly useful technique for the present invention is to employ "drop on demand" technology, a subset of drop control technology. In this specification, the phrase "inkjet printer" is used for brevity represent any form of inkjet technology.
It is another aspect of the present invention to precisely apply a mixture of transparent dyes to human skin in response to the local reflective properties of the skin.
It is another aspect of the present invention to precisely apply a mixture of transparent dyes to human skin in response to the local reflective properties and local surface profile data of the skin.
These and other aspects, features, and advantages are achieved according to the system and method of the present invention. In accordance with the present invention, a computer-controlled system determines attributes of an area of human skin, and applies a reflectance modifying agent (RMA) at the pixel level, typically to make the skin appear more youthful and so more attractive. The system scans the skin, identifies attributes which may be enhanced or camouflaged, and applies the RMA, typically with an inkjet printer. The identified attributes may relate to reflectance and may refer to features such as irregular-looking light and dark spots, age-spots, scars, and bruises. Identified attributes may also relate to the surface topology of the skin, such as depth, for more precisely enhancing surface irregularities such as bumps and wrinkles. Feature mapping may be used, for example to make cheeks appear pinker and cheekbones more prominent. The RMA can be applied in agreement with identified patterns, such as adding red to a red area, or in opposition, such adding green or blue to a red area, according to idealized models of attractiveness.
It is an aspect of the current invention to collect and analyze data at different wavelengths (color) in order to provide a basis for detailed analysis of skin features. Some skin features may be identified from the characteristics that the features exhibit in different wavelengths.
As an example of one type of enhancement, a random freckle, such as from sun damage, on an older person can be made to appear more uniform, a characteristic of natural freckles in young skin, as illustrated in FIG. 22. When scanned data of the random freckle 440 is put into a spectral band, it shows a rough, irregular pattern. Based on empirical observation, a pattern for a natural freckle 442 on young skin has a much more regular and symmetrical pattern which makes the natural freckle 442 appear crisper. This natural pattern 442 may be used as an aim pattern 448 for comparison with the pattern for the random freckle 440. The random freckle 440 follows the general configuration of the aim pattern 448 but extends into higher light frequencies 446. By applying an RMA, such as a dye, to darken to lower frequencies of all the areas on the random freckle 440 that are in the higher frequencies 446, an enhancement 444 to the random freckle 440 can be achieved that more closely approximates the pattern of a natural freckle 422. Thus, by the application of an RMA in opposition to the scanned data about random freckles 440, the reflectance properties of the skin can be changed so that the skin appears to have crisper, more youthful-looking freckles, and so appears more attractive.
The application of RMAs at the pixel level allows much greater accuracy than with prior art methods, so that less of the applied material is used.
In one embodiment of the current invention, an application device comprising a scanner and an inkjet printer makes a single pass over an area of skin. It scans the skin, identifies unattractive characteristics, calculates enhancements to make the skin more attractive, and quickly applies RMAs onto the skin to achieve those enhancements. For example, it can give the skin a smoother appearance by identifying dark and light spots and applying an RMA to darken the light spots according to a predetermined averaging technique.
In a further embodiment of this concept, the application device makes multiple passes over the skin, each time improving the desired enhancement or enhancements.
In another embodiment, the application device makes a first map of the features of the skin and identifies unattractive features. It then calculates a second map to represent a desired appearance of the skin, and uses the difference between the actual and desired maps to generate a specific plan to apply RMAs to the skin in order to change the appearance of the skin to approach a desired appearance. Then it applies RMAs to achieve desired appearance. Again, multiple passes can improve the effectiveness of this method.
In one example, the first map is generated from the reflective properties of individual pixels in the map, and the specific plan includes a calculation of the precise amounts of each of a plurality of transparent dyes to be applied by an inkjet apparatus to the corresponding pixels on the face. In another example, the calculated amount of dye is a fraction of the total amount of dye required for a pixel, so that multiple passes over the same area can be made, with each pass adding more dye if necessary.
In this embodiment, a detailed scan is made of a region of human skin such as a face, leg, or arm. The scan is acquired by deliberately flashing multiple light sources arranged in a known configuration, and scanning a small area of skin as the light sources are turned on and off. By comparing readings from different light sources, both the reflectance and the surface profile of the skin can be determined.
The data from the scan includes reflective characteristics of the skin. These characteristics can be used to produce a detailed map of the skin which includes both reflectance and skin surface morphology. The detailed map can be used to develop a corrective plan to selectively apply a plurality of transparent dyes or other RMAs to the region of skin in multiple passes. In each pass, a fraction of the desired correction is made, so that errors in application are averaged over the multiple passes. In further refinement of the mapping embodiment, the application device makes an advanced map of the features of the skin to identify large features such as a cheek and a cheekbone, and makes enhancements specific to them according to a library of idealized features. For example, it makes cheeks redder, so that they appear healthier, and darkens areas under cheekbones, so that they appear more prominent. Multiple passes can also improve the effectiveness of this method. This feature recognition can also be used in combination with either artificial intelligence or artistic control strategies.
In the various embodiments, the scanning of the skin, the calculations, and the application of RMAs to make enhancement to the skin can be very fast and precise.
BRIEF DESCRIPTION OF THE DRAWINGS
The following embodiment of the present invention is described by way of example only, with reference to the accompanying drawings, in which:
FIG. 1 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin;
FIG. 2 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin through communications over a network;
FIG. 3 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin through communications over a network and a portable application device;
FIG. 4 is a block diagram showing the use of magenta, yellow, and cyan RMAs.
FIG. 5 is a block diagram showing an operating environment in which embodiments of the present invention may be employed through a self-contained portable application device for applying inks onto skin;
FIG. 6 is a flow chart that illustrates a process for employing an application system;
FIG. 7 is a flow chart that illustrates a process for setting up an application system;
FIG. 8 is a flow chart that illustrates a process for the programming in an application algorithm in an embodiment for printing on skin;
FIG. 9 is a flow chart that illustrates a process for creating a printable enhancement image; FIG. 10 is a diagram that illustrates how a 3-D object maps to a 2-D surface in a computer model;
FIG. 11 is a flow chart that illustrates a process defining principles of attractiveness;
FIG. 12 is a block diagram that illustrates lighting from above on an area with surface texture variations;
FIG. 13 is a diagram that illustrates characteristics or features on a 3-D human face;
FIG. 14 is a perspective diagram that illustrates features on a 2-D map of a human face;
FIG. 15 is a perspective diagram that illustrates characteristics or features on a 2-D map of a human face;
FIGS. 16A-E are charts of the reflectance, illuminance, and a printable enhancement image along line A-A' of the 2-D map of the human face of FIG. 14;
FIG. 17 is a diagram of a 3-D human face that has been enhanced through printing of RMAs according to a printable enhancement image;
FIG. 18 is a diagram that illustrates characteristics of a 3-D human leg, with the corresponding reflectance per spectral base on a 2-D map, and a printable enhancement image;
FIG. 19 is a diagram of a 3-D human leg that has been enhanced through printing of RMAs according to a printable enhancement image;
FIG. 20A-B are diagrams that illustrates characteristics of a 3-D human breast, with the corresponding reflectance per spectral base on a 2-D map;
FIG. 21 is a diagram that illustrates performing multiple passes of scanning and applications;
FIG. 22 A-C are diagrams that illustrate the effects of RMAs applied to improve the appearance of an age-related freckle;
FIG. 23 is a generalized graph of visual benefits versus resolution;
FIG. 24 is a flow chart showing the general steps employed by the present invention;
FIG. 25 is a generalized graph of patterns of unattractive features in RGB bands;
FIG. 26 is a block diagram showing a spacer cup on a sensor; FIG. 27 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin through communications over a network and an application device comprising a booth;
FIG. 28 is a generalized graph of weaker and stronger middle frequencies;
FIG. 29 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin through communications over a network and a blotter application device;
FIG. 30 is a block diagram showing an operating environment in which embodiments of the present invention may be employed for applying RMAs onto skin through communications over a network and a portable application device with a curved surface;
FIG. 31 is a flow chart for coordinating pixel-level mapping of skin;
FIG. 32 flow chart for coordinating a pixel-level application of RMAs;
FIG. 33 is a flow chart showing a process for employing enhancement techniques;
FIG. 34 is a flow chart showing a process for determining the aim depth of the scanned area;
FIG. 35 is a flow chart showing a process for determining the aim illumination of the scanned area;
FIG. 36 is a block diagram showing an application device comprising a booth;
FIG. 37 is a schematic for a simple skin smoothing example.
FIG. 38 is a schematic for a multiple pass smoothing example.
FIG. 39 is a schematic for a facial map example.
FIGS. 40A-B are sample layouts for LEDs and a sensors for acquiring reflectance and skin orientation data;
FIG. 41 is a schematic for feature recognition;
FIG. 42 is a schematic of an example for feature recognition;
FIG. 43 is a schematic of an artistic strategy for applying RMAs; FIG.44 is an example of a rotating printer for a blotter application device;
FIG. 45 is an example of a text image showing apparent depth; and
FIG. 46 is flowchart illustrating a correction process.
FIG. 47A is a side view of one embodiment of a handheld device for skin marks.
FIG. 47B is a front view of the device of FIG. 47A.
FIG. 47C is a top cross sectional view along section AA' of FIG. 47B.
DETAILED DESCRIPTION OF EMBODIMENT - APPLYING REFLECTANCE MODIFYING AGENTS TO IMPROVE THE VISUAL ATTRACTIVENESS OF HUMAN SKIN The details of the following explanation are offered to illustrate the present invention clearly. However, it will be apparent to those skilled in the art that the concepts of present invention are not limited to these specific details. Commonly known elements are also shown in block diagrams for clarity, as examples and not as limitations of the present invention. Furthermore, the order of processes, their numbered sequences, and their labels are presented for clarity of illustration and not as limitations on the present invention.
This embodiment describes a method to improve the visual attractiveness of a region human skin. As shown in FIG. 24, the method comprises the general steps of
• Step 900 - allocating a region of skin into a plurality of frexels;
• Step 910 - measuring at least one optical attribute of each of the plurality of frexels; • Step 920 - determining, from the optical attributes of the frexels, at least one measured skin characteristic affecting visual attractiveness;
• Step 930 - determining a desired state of the skin characteristic; and
• Step 940 - applying at least one reflectance modifying agent to specific frexels in order to modify the measured skin characteristic to approach the desired state of the skin characteristic.
Allocating a Region of Skin into a Plurality of Frexels
In this patent specification, the term "frexel" is defined as a small pixel-like region of the skin. In this patent application, the term "skin" is used not only to refer to skin as on the surface of the human body, but also to refer more broadly to any human feature that may be enhanced cosmetically, for example fingernails and hair. A frexel might correspond to a small portion of a freckle or other skin feature, or it may correspond to an area of the skin that does not have special features. A frexel thus refers to skin rather than to an independent coordinate system.
The term frexel is used to suggest that what is being measured is on a 3-D surface rather than a flat surface. A region of skin is comprised of a plurality of frexels. For instance, if a resolution of 300 dots per inch (11.8 pots per mm or "dpmm") is used, a frexel may have a width and height of about l/300th of an inch (0.085 mm) so that there are approximately 90,000 frexels per square inch (140 frexels per square mm). The surface of the human body may have millions of frexels.
By allocating skin into frexels, the present invention can accomplish scanning and the application of RMAs for enhancement at the higher end of the human visual ability to resolve detail.
FIG. 23 is a generalized graph of relative visual benefits 450 versus dots per inch (DPI) 452 resolution. For reference, a typical computer screen has a resolution of 72 dots per inch (dpi) (2.83 dpmm). The limit of human visual detection at a viewing distance of 10 inches (254 mm) is about 20 pixels per millimeter, or 500 dpi under idealized conditions of 100% modulation (alternating black and white lines) and good lighting conditions. An inkjet printer has a typical resolution of about 720 dpi (28.2 dpmm) with the ability to form single color dots at a resolution of 1440 dpi (56.7 dpmm). (Several dots are required to form a non-primary color.) A resolution of about 300 dpi (11.8 dpmm) 454 is considered to be an upper end of desired resolution under normal circumstances, because improved resolution is not generally detectable. For example, magazines typically require a photographic resolution of 300 dpi (11.8 dpmm) but are printed at 150 dpi (5.9 dpmm). By contrast, standard cosmetic resolution is approximately 5-20 dpi (0.2 - 0.8 dpmm) for careful manual application. A target resolution in the range of 50 to 300 dpi (2-11.8 dpmm) provides much better resolution that existing cosmetic techniques, as well as advantages in making the adjustments in response to actual and desired skin characteristics; and the further advantage of automatic application. Prior art techniques for applying makeup with brushes, tubes, and fingers have much coarser resolutions. For instance a fine brush has an approximate resolution of about 20 dpi (o.8 dpmm).
Measuring at Least One Optical Attribute of Each of the Plurality of Frexels Scanning
As shown in FIG. 1, in one embodiment, an application device comprising a scanner 220 is moved across the area of skin 302 so that the scanner 220 can electronically record data about one optical attribute, such as the reflectance, of each of the plurality of frexels. For example, the area of skin 302 might be a face.
The scanning may acquire images under various frequencies to obtain useful data. For example, it may obtain data on reflectance in a particular color, for example red, to help determine a particular characteristic of skin for enhancement. The scanning may also provide data for determining other characteristics of skin, such as surface topology, based on reflectance angle from multiple light sources.
In an embodiment a two-dimensional array is used for the scanning. In other embodiments, a line array may be used.
Alerting Sounds
In an embodiment one or more alerting means, such as a sound, light, or vibration may be used to indicate when sufficient scanning has been accomplished. The alerting means may comprise a sound indicator including volume and tone modifications to a white noise used as indicators for progress, degrees of completion, and error conditions while applying the RMA.
Examples of a white-noise-like signal modified in volume and tone include shaving with an electric shaver, in which the sound changes where the beard is harvested to indicate and guide completion of shaving, areas that need completion, and optimum direction of application.
Another example is in sawing wood, where a carpenter uses sound to guide the speed of sawing and to indicate problems. Many other examples of a white-noise-like indicating signal can be found.
Other audible indicators are possible, including voice, tones, etc. The white noise indicators in some situations are the most intuitive, because they are ubiquitous in nature. Tactile feedback, such as vibration, may also be included as part of the sound.
In one embodiment, the scanner 220 comprises a sensor and four LED light sources arranged in a known configuration within a housing. The LED light sources are typically each turned on and off in a manner that allows the sensing of at least one optical characteristic for each light source. In one example, 120 captures may be made per second, 30 from each light, quickly providing a large about of data about the skin. That data can then be used to determine both reflectance characteristics at various wavelengths, and the skin's surface profile. In an embodiment the captured images may be averaged for effectiveness.
In an embodiment, the sensor comprises shading patterns on the LEDs useful for determining the relative position of the sensor.
In an embodiment a monochrome sensor with a Bayer array may be employed. Other arrangements of LEDs and sensors may be used.
Analyzing the Scanned Data The scanned data comprises information about • The reflectance from the skin, and
• The location of the skin relative to the sensor, and the skin features.
In an embodiment, the application algorithm 230 puts the stored data into spatial frequency bands and uses pattern recognition to analyze them to determine the landscape of the area of skin 302 and the dimensions that require application of the RMAs 264. The process used to determine these dimensions will be explained in detail below.
The application algorithm 230 uses its analysis to create in software an application map 232 of the area of skin 302, which is stored in storage 250, for potential future use. Optical A ttributes
The reflectance, which is a measure of the reflection of the skin, is independent of its illuminance. Illuminance is a measure of how much light gets to the skin. The light reading is independent of the surface topology reading.
In an embodiment, certain optical attributes, such as the amount of reflectance of each frexel, may be determined directly from the scanned data. In another embodiment, the scanned data is translated into at least one spatial frequency band for analysis. In still another embodiment, the scanned date may be translated into multiple spatial frequency bands, such as red, green, and blue (RGB) bands.
FIGS. 16A-E represent the patterns of a 2-D face 232, shown in FIG. 14, after the data has been put into single spatial frequency bands to determine the attributes of albedo 348 and illuminance 352.
Albedo
Albedo is the percentage of reflectivity of incident light from the surface of an object. In the case of electronic scanning, the albedo is the RBG values of the scanned area of skin. In this patent application, the term "actual albedo" means the observed albedo before correction and the term "aim albedo" refers to the desired reflectivity of an area of skin in order to improve the appearance of that area of skin. In one example, the aim albedo is determined from one or more correction strategies, including general smoothing, specific feature enhancement, and artistic strategies.
The top band in FIG. 16 represents the actual "albedo" along line A-A' in the 2-D surface map 232 of FIG. 14. A rise in the actual albedo graph identifies the light spot 408. A deep, sharp drop in the graph identifies a non- uniformity 412 such as a scar. And an irregular section identifies a freckle 410.
Illuminance Illuminance is the incident light reaching a unit area of the surface of an object, and is a function of the angle of the incident light relative to the surface.
The spatial frequency bands also graph the actual illuminance or shading 352, shown in FIG. 16, of the 2-D surface map 232 shown in FIG. 14.
Reflectance and Illuminance Data and Calculations
In one example, frexel data obtained from scanning a region of skin may be represented as [(xs, ys, zs, αSJ βS3 γs), (Xf, yf, Zf, Of, βf, γf ), {(refl)A, (refl)N, (refl)s, (refl)E, (refl)w}],- The term {(refl)A, (refl) (refl)s> (refl)E> (refl)w} represents reflective data for the frexel i under ambient lighting conditions, and for each of four light sources, such as LEDs, which are arbitrarily designated as north-southeast-west for ease of discussion. Other numbers of light sources, such as three sources, can be used, but the mathematics is simplified with four light sources. The (refl) represents one or more data point for the reflectance measurement. The reflectance measurement for a wavelength is the product of a constant, the illuminance, and the albedo for the wavelength:
Reflectance = k * illuminance * albedo
For instance: Reflectance (red) = k(red) * illuminance(red) * albedo(red)
The constant depends upon several factors including the speed of the lens, the sensitivity of the camera or sensor, the transmission characteristics of the color filter, the gain of the analog amplifier, the digital gain applied by the software, and other factors. The constant k will usually be measured and corrected for as a correction constant or calibration of the camera corrects for these effects. The value of the constant can typically be determined during calibration, when the illumination from the LEDs is assumed to be fixed, and the albedo is calculated based on that assumption.
Reflectance is not absolute, but is a measure of what comes out of the camera. The sensor is typically a camera without an amplifier, a digital converter, or the lens housing. In one embodiment, the sensor is a solid state MOS sensor with a lens and associated electronic equipment.
The frexel data can be processed to determine a reflectance and an illuminance for each light source, and that information can be used to determine reflectance and surface profile.
In one example, the reflectance is the average or mean of all measurements. The illuminance can be determined from the known brightness of light sources such as LEDs. Illuminance is the known light times the cosine of the angle of incident light relative to the normal.
One problem with obtaining reflectance data is that glare may be present at some angles, and that an accurate reading cannot be obtained. In one example, glare or glossiness can be eliminated with the use of polarizing materials to provide a cross polarization of the LEDs. In other examples the sensor can deliberately be positioned at a relatively large angle such as 60 degrees in order to eliminate glare.
Determinins Position
Frexel Location Relative to Sensor or Coordinate System The term (xf, yf, zς αf, βf, γf ) may represent the distance of the frexel i from the sensor, or may be an absolute position and orientation of the frexel with respect to a reference coordinate system. In one example, the determination of the distance from the frexel to the scanner may be made in two steps. A first step can be an approximate mechanically-based measurement such as a constant height of the sensor from the skin. The second step can be an optical first derivative measurement to provide a fine adjustment. In one example, the fine adjustment is calculated by measuring an angle from the surface. In another embodiment, a fine adjustment may be made by using two light sources to send out two reference points or grids for detection by a sensor.
Mechanical Gross Estimate In one embodiment, the sensor may be attached to a helmet or a fixed booth in a manner that the sensor position may be determined relative to the helmet or booth.
In another embodiment shown in FIG. 26, the sensor 278 may be equipped with a cup 280, so that the sensor 278 maintains an average height from the skin.
In another embodiment, the sensor may start from a known position, and keep track of its movements in order to estimate its location. The sensor may measure the angle relative to the probe itself to determine the shape of a surface feature relative to constantly changing plane of probe.
A gimbal may be used to provide a reference in space. The tracking may be used to follow the position of a hand, or hand-held scanner in space. The gimbal arrangement can provide regular feedback in a manner that is analogous to stereo-mapping or GPS mapping relative to satellites, such as for crop dusting.
Optical Fine Adjustment
For finer alignment, an optical means may be used. For example, the first derivative of the z component of the skin may be obtained from shading, through multiple light and shadings from probes. The first derivative can provide a measure of the angle of the surface.
In one example, three light sources send out different patterns. The color and the shading provide data for determining surface relief so that a shaded relief map may be obtained from the LEDs.
Frexel Orientation
By determining the tilt of the frexel relative to two orthogonal axes, the orientation of the frexel can be determined. The orientation of a frexel and its neighbors is an indication of the actual local surface texture of the skin. One aspect of the current invention is the ability to measure and compensate for both local reflective properties and local surface texture.
In this example, there are four light sources which are designated as North, South, East, and West. The sensor obtains data when each light source is on, and the other sources are off. The sensor may also obtain data for ambient lighting, with none of the four light sources on.
The tilt of the frexel can be determined by comparing the North and South measurements. The difference between these measurements is a related to the tilt of the frexel along the East- West axis. The difference between the East and West measurements is a related to the tilt of the frexel along the North-South axis. It is generally necessary to make a gamma correction by converting the data to linear space. The gamma correction is approximated by taking the square root of the data output by typical gamma 2 cameras.
Light Sources
FIGS. 40A-B show configurations for light sources that may be used with one embodiment of the present invention. In this embodiment, a set of four light sources is used- LEDN, LED8, LEDE, and LEDw The light sources are placed in a diamond configuration where the sensor is positioned at the center of the LED layout. This configuration simplifies the mathematical analysis for calculating surface profile.
Mean Illumination
In one embodiment, it is useful to employ the concept of mean illumination. Mean illumination is the average angle and diffusion of light reaching a particular surface. This defines how surface irregularities are typically shaded. For example, mean illumination for the entire body is overhead, and a typical orientation for a head is vertical; therefore, a bump on a cheek is typically shaded at the bottom. For a child on the beach, typically the bump would be less tanned on the bottom because the average light throughout the day, integrating both sun angle and body angle to give average or mean illumination, is from over "head." Occasionally light is reversed from average. An example is lighting a face from underneath. However, this often gives a bizarre, sometimes sinister look, and is the exception that proves the rule. By correcting a defect for mean illumination, the best correction on average is performed.
Mean illumination is the interaction of mean light direction relative to gravity and the mean orientation of a particular frexel of skin relative to gravity. One method to obtain the angle of the skin is to use multiple diffuse or orthogonal light sources in a configuration which may include mirrors. The lights may be flashed repeated, as strobe lights, so that hundreds of images may be taken of a small area, and the data can be averaged. From the angle of the skin relative to "up," one can calculate how much light reaches the skin under mean illumination and the angle of the skin relative to "up."
A reasonable approximation to mean illumination can be made by turning on all lights sources at the same time, or by adding images made by individual light sources. In one example, mean illumination is diffuse because lights and probes are perpendicular to the skin.
A refinement of this technique will compensate for gloss effects on the skin. For example, several images with four lights sources may be used and an average taken of the images from the light sources. For example, the average might be a median. One advantage of the median is that if specular reflection is caught by a minority of light sources, it would be filtered by median. The median would also filter shadows observed from a minority of light source images. This is important because the human body represents complex surfaces, i.e. a nose may be shiny when illuminated.
One way to create diffuse light is to introduce light from many light sources at many angles. Another way to create diffuse light is to reflect it from the scanner housing. Another option is to polarize the light. Example ofFrexel Data Representation
An example of the data representation for a frexel is shown below:
Figure imgf000016_0001
(Xf, yf, zf, αf, pfj γf ), {(refl)A, (refl)N, (refl)s, (refl)E, (refl)w}]
In this example, {^.s,ys>^sAs,%>"i^ and (xf, yf, zf, αf, βf, γf ) represent the position and angular orientation of the scanner sensor and the frexel relative to a coordinate system.
Compression In some embodiments, the efficiency of the data processing can be improved by various compression methods, such as JPEG.
Frexel Location on the Skin
Through Feature Mapping
Computer mapping for feature recognition, known to those skilled in the art in areas such as computer gaming, can be used for tracking the location of the probe on the area of skin 302 and for determining enhancements appropriate for specific features.
For example, such computer mapping enables the identification of features such as a cheekbone, a nose, and an ear, so that the probe can orient its location with regard to a particular frexel, potentially in multiple passes over an area of skin.
Moreover, the identification of a feature such as a cheekbone enables determination of appropriate enhancements. For example, a red reflectance modifying agent may be applied to the center of a cheekbone to add color to a face. Dark reflectance modifying agents may be applied underneath the cheekbone to make the cheekbone appear to project more prominently.
Skeleton Model
In one embodiment, a map is built around a skeleton model so that the skeletal joints become reference points. In this example, the joints are located, a stick figure is constructed, and a 3-D mesh is built around the stick figure. The map is relative to a predetermined model of human skeletal structure in the memory of a computing environment.
Manikin-Like Model
In one embodiment, the map is relative to a predetermined model of a human body.
Dynamic Model
In one embodiment, the map is relative to the movement of skin over a predetermined model, such as a skeleton model or manikin-like model. Through Chemical Markers
In other embodiments, chemical markers may be applied to the area of skin during the scan to help create the map and enable subsequent tracking of the map with the area of skin 302. For example, ultraviolet markers may be used, such as dots which are visible under ultraviolet light, but not visible under conventional lighting.
Single Pass or Multiple Pass
In various embodiments, the scanning and correction can be accomplished in a single or multiple passes. For instance, a first pass may be performed to become acquainted with the subject, and a second or subsequent pass may be performed to get additional data. Multiple passes at different orientations over the same area provide an opportunity for compensating for the effects of skin hair by observing the skin at different angles.
Single Pass
In one embodiment of the current invention, an application device comprising a scanner and an inkjet printer makes a single pass over an area of skin. It scans the skin, identifies unattractive characteristics, calculates enhancements to make the skin more attractive, and quickly applies RMAs onto the skin to achieve those enhancements. ,
Multiple Pass
In a further embodiment, the application device makes multiple passes over the skin, each time improving the scanning and the application of RMAs for the desired enhancement or enhancements.
Example of Tracking Process
In one example of a tracking process, a rough position is first determined, and then a more precise location is established. In a first approach, a rough estimate of location can be maintained from a known starting point through the use of gimbals in proximity to the probe to compute distance and direction traveled. In another approach, a rough location can be determined from mechanical probes or gauges. In another approach, a rough location can be estimated mathematically by using the first derivative of the shading data.
Once the rough location is known, a more precise location can be determined from the analysis of frexel orientation from shading data. This is analogous to a pilot determining position by first knowing an approximate location and then locating land features that provide a more precise location.
Tracking Over Time
One advantage to the generation of maps is that changes in reflectance or surface profile can be determined by comparing an image from a first time with an image from a second time. These changes may represent changes in the health of a person, or may represent areas that require a "touch-up" of RMAs.
Determining, from the Optical Attributes of the Frexels, at Least One Measured Skin Characteristic Affecting Visual Attractiveness
Pattern recognition may be used to identify features of the area of skin 302 that has been scanned. Feature Identification
Reflectance and Topolosv
Feature identification may be based on patterns determined in scanned data, and may have to do with both the reflectance patterns and the surface topology of the area of skin. Mathematical pattern analysis of this data allows identification of specific unattractive features that could benefit from enhancement techniques. As explained below, such features may typically be characterized by age-related and damage-related patterns that are irregular or asymmetrical compared to the more regular and symmetrical genetic-based patterns of younger skin.
The eye 's perception of depth
At small distances, the human eye perceives depth by stereoscopy. At a typical human interaction range of a few feet, however, the eye perceives depth of human skin based on the reflectance of the skin. A difference in shading between adjacent areas of skin is perceived as a surface texture representing elevation or depth from the surface of the skin. As an example of that perception, FIG. 45 shows the text letters "RICK" which were created in Photoshop™. From an original image of flat letters, the software created the apparent shadows. The human eye interprets the differences in reflectance by assuming that a light source is located in the upper left, and that shadows are created because the text has a raised profile.
This perception of depth from differences in reflectance is also important in the perception of human beauty.
The eye interprets differences in shading of skin to be surface texture. That perception of texture can be altered by changing the reflectance of the skin. In the letter example for instance, the perception of raised letters can be dramatically altered by reducing the shadowing around the letters.
The eye perceives the color of the skin and translates that color information into a perception of depth. One aspect of the current invention is to selectively change the reflectance of a portion of the skin in order to alter this perception of depth. This alteration may be made in relatively small areas such as a bump on the skin; or the alteration may be made over larger areas, such as with traditional cosmetics, such as deliberately darkening an area around the eyes or cheeks.
Examples of Unattractive Features
Some examples of unattractive features in skin that can be identified from scanned data are
• Acne,
• Age spots/sun damage,
• Bruises, • Bumps,
• Cellulite,
• Light spots,
• Pitting, • Scars,
• Damaged freckles, and
• Wrinkles.
Other unattractive features that also may be identified have to do with artificial patterns that have been added to the skin, such as body painting and tattoos that have faded over time or that have been distorted by changing patterns of the skin itself such as sagging or wrinkling. These features can be identified and then refreshed through the application of RMAs to refresh or enhance their appearance.
Techniques for IdentHvins Unattractive Features
Pattern for Age-Related Freckles in a Single Spectral Band
For example, natural freckles are about 2mm across and are sharp edged and have the pattern 442 shown in FIG. 22B. Age-related freckles, caused for example by sun damage, have the pattern 446, shown in FIG. 22A.
As explained above, an age-related, random freckle 440, for example from sun damage, on an older person can be identified by its characteristic pattern in a single spectral band, as illustrated in FIG. 22. When scanned data of the random freckle 440 is put into a spectral band, it shows a rough, irregular pattern.
Patterns in Multiple Spectral Bands
By breaking the scanned image into multiple spectral bands, such as RGB bands, the patterns of unattractive features may be identified with even greater clarity. For example, FIG. 25 is a generalized graph of patterns of unattractive features in RGB bands for an area of young skin, showing the empirically observed general patterns of
• A scar 460,
• A freckle 468 from sun damage,
• A varicose vein 476, • A new, bluish braise 484, and
• An older, yellow bruise 492.
The set of RGB patterns for each of these unattractive features is quite distinct and thus detectable through feature recognition. For example, the scar 460 shows patterns in the higher frequency range in all three bands 462, 464, and 466, unlike the other features. The freckle 468 dips more deeply into low frequencies in the blue band 474, than the blue-band patterns for the varicose vein 482, the bluish bruise 490, and the yellow bruise 498. The bluish bruise 484 has larger dips in the red pattern 486 and green pattern 488 than the yellow bruise red pattern 494 and green pattern 496. The yellow bruise blue pattern 498 dips more deeply than the bluish bruise blue pattern 490. Advanced Feature Identification Through Mapping
Mapping based on feature identification can add greatly increased capabilities for enhancement to mapping based on reflectance and surface topology.
• Maintain register over entire skin surface. • Translate 3-D to lightness/darkness using mean illumination, and include with lightness/darkness attribute, both for printing against or for aesthetic augmentation.
For example, feature identification can be used to identify large features such as cheekbones, noses, chins, lips, and eyes. This allows enhancements based on a library of idealized features, to create the following appearance: • Pinker cheeks
Note that red on white is not attractive, but a random pattern of red over a large white area can be: for example in pink cheeks.
• A nose that is less red,
• More prominent cheekbones, • Redder lips,
• Eye shadow effects on eyelids,
• Eyeliner,
• A sharper jaw line,
• Darker eyebrows, • Rounded eyebrows,
• Deeper dimples,
• More prominent breasts.
Means of Compensating for Special Conditions
Compensating for Body Hair
In one embodiment, the presence of skin hair may be compensated for by taking images in multiple passes while attempting to orient the hair in various directions. The orientation may be accomplished by a comb device associated with the scanner. In other embodiments, a static electric charge may be used to cause the hair to rise relative to the skin.
Determining a Desired State of the Skin Characteristic
Principles of Attractiveness
The present invention employs general principles of attractiveness 500, examples of which are shown in FIG.
11. These principles are based on observation of attributes that many people find attractive and thus represent tendencies in human behavior.
• Observation 502 - Young-looking skin is more attractive than old-looking skin. One attribute of attractiveness is sexual attractiveness.
• Observation 504 - Young-looking skin has uniformity. Young-looking skin has attributes that are more uniform and repeatable than the attributes of old-looking, because young-looking skin is closer to the genetic code. This point is in keeping with a general principle that symmetry in human features tends to be more attractive to the human eye than asymmetry. For example, tanning is attractive not because it darkens the skin, but because it levels out the spatial frequencies, making the skin more uniform.
• Observation 506 - Young-looking skin has uniform patterns of variety. Some variety in the appearance of skin can be attractive, for example genetic-looking freckles in young-looking skin. The variety in young-looking skin is more regular in its patterns of spatial frequency than the variety in old-looking skin. For example, genetic freckles are more regular in their patterns of spatial frequency than marks caused by age, sun damage, etc., which are more random.
• Observation 508 - Young-looking skin has features with shorter wave length light frequencies than those of old-looking skin.
• Observation 510 — Old-looking skin has random variations.
• Observation 512 - Old-looking skin has features with longer wave lengths.
Old-looking skin tends to have features with longer wave lengths, representing random effects such as age spots, wrinkles, and scars. • Observation 514 - Light from above is most useful for enhancing attractiveness. Average lighting, defined as light from above, is most useful for enhancing attractiveness in human skin because it is what the eye is used to.
• Observation 516 - With light from above, as shown in FIG. 12, an area with surface texture variations 400 has a lighter portion 404 above and darker portion 406 below. When the dominant light source 402 is from above, an area with surface texture variations 400, such as a bump, scar, or wrinkle, has a lighter portion 404 above and darker portion 406 below. An area with surface texture variations 400 can thus be identified by this pattern.
General Techniques of Enhancement The current invention addresses several factors in the human perception of beauty or attractiveness, based on the principles of attractiveness.
Smoothness
In one embodiment, the reflectivity of the skin is modified to compensate for the skin's shadows when illuminated by normally average light. This softens or eliminates the perception of skin roughness. The effect is similar to that achieved in tanning.
Uniformity of Features
In one embodiment, a dye is deliberately added to portions of a skin area in order to make the features appear more uniform. For example, freckles can be made to look sharper and more uniform so that they have the appearance of uniform youthful freckles rather than irregular-looking older freckles.
Symmetry
Global strategies of darkening can be used to deemphasize non symmetric features. Effectiveness with Surroundings
Another general principle for enhancement is that certain characteristics of skin, particularly with regard to color, may be considered more attractive when designed for their effects with surrounding elements. For example, different colors and shading may be more desirable at night rather than during the day or to match a red dress rather than a blue one.
Environment-Specific Makeup
The considerations of surroundings when creating desired effects may, for example, lead to different enhancements for
• night vs. day, • colors and styles of clothing and jewelry,
• environment like the beach, a forest, or an office, and
• the color of the user's eyes.
Means of Determining a Desired State of the Skin Characteristic Approaches for corrections include pure mathematical techniques and artificial intelligence techniques. By contrast, artistic approaches are more intuitive and less quantitative.
• Mathematical
• Artificial Intelligence
• Artistic
Mathematical Means
Mathematical techniques include filtering to remove a portion of middle frequencies, and to remove a portion of asymmetric low frequencies. Another example of a pure mathematical technique is printing in opposition to an image in order to make the skin appear more uniform. This treatment can vary by spatial frequency, and it is typically preferable to have uniformity in the mid-frequency. Low frequency corrections may be more AI or artistic based for correction over larger areas of the skin.
In an embodiment, a low-pass filter may be performed with a desired range of wavelengths. In one example, one half inch to one inch wavelengths are filtered to remove a portion of the middle frequencies. As shown in FIG. 28, weaker middle frequencies 390 show less pronounced swings between light and dark points than stronger middle frequencies 392. In an embodiment, the weak middle frequency components are removed to smooth an image.
Performing a derivation of the low-pass filter
In an embodiment, a low-pass filter may be performed, such as where a color value for a frexel is replaced by the average color value of its neighbors. Artificial Intelligence Means
Artificial intelligence techniques include expert systems for detecting particular skin features, and selection of correction strategies. In one embodiment, the skin features are correlated to a registry or map, to identify feature locations. The registry allows for improving faded or distorted body painting and tattooing.
Features Library
Another aspect of AI techniques is the use of a features library for feature identification, and for comparison of actual features with idealized features.
Artistic Means
Computer Controls In an embodiment, a human observer may optionally use means, such as a computer screen, keyboard, and mouse, to make further modifications in the perceived depth of the scanned area in order to accomplish aesthetic enhancements. A makeup artist or the customer may interact with the computer screen through controls to experiment with enhancements before the application.
A "cosmetic markup language" to provide general instructions such as to darken the top surface of bumps to the left of the nose; or to lighten varicose veins may be employed. The cosmetic markup language simplifies the correction process.
Touchups with Traditional Cosmetics
In one embodiment, traditional cosmetics are used to touch up a region of skin. Most of the adjustment is applied automatically, so that the amount of cosmetics required is greatly reduced.
Examples of Desirable Enhancements
• Smoother skin,
• Crisper freckles,
• Tanning.
Desirable Enhancements through Advance Feature Mapping
• Beauty marks
Such as darker-appearing moles and deeper-appearing dimples.
• Blond arm hairs
Women might want dark skin and blond arm hairs. In one embodiment, RMAs may be applied to the hair to create desired effects. In another embodiment, RMAs may be applied to the skin around the hair to create desired effects.
• More prominent features
Darkening can also be used under certain features, such as breasts, cheekbones, eyes, knees, and lips, to emphasize them by apparent elevation. Techniques for Creatine Desirable Enhancements
Smoother Skin
To accomplish the smoothing without removing stronger desirable features, the scanned data may be divided into spatial frequency bands. In the spatial frequencies between 2 mm to 12 mm, weaker waves below for example 10% peak to peak reflection can be attenuated, but stronger waves can be retained. In the range 1A to 2 mm, the same can be done with a higher threshold, below 14 mm the spatial frequency waves can be retained. In the range 12 to 25 mm, the same threshold can be applied under restricted control.
This method leaves attractive variety in the skin while smoothing the skin over all. This approach is superior to tanning, which flattens all the frequencies.
Crisper Freckles
Freckles may be enhanced or crisped by leaving low frequencies, which show natural uniformity. Dyes may be applied to countermand high frequencies, which show unattractive irregularities.
As shown in FIG. 22 and explained above, a pattern for a natural freckle of young skin 442 has a much more regular and symmetrical pattern, which makes the natural freckle 442 appear crisper, than the pattern of an age- related freckle 440. This natural pattern 442 may be used as an aim pattern 448 for comparison with the pattern for the random freckle 440. The difference between the random freckle 440 pattern and the aim pattern 448 may used as the desired characteristic. And a printable enhancement image 234, as shown in FIG. 1, may be created to accomplish this enhancement.
A method to derive a youthful freckle pattern from a general scan of skin is as follows. First limit the spatial bandwidth of the skin image to a band, such as between one cycle per mm and one cycle per four mm. Next, threshold this band-limited image so it will be either a constant "freckle" dark color or "no freckle" light color, with the no freckle predetermining for typically 80% or more of the area. This pattern tends to appear like youthful freckles with sharp, crisp edges; yet it follows age spots and other skin imperfections, allowing these imperfections to be camouflaged as young freckles without darkening the entire skin surface to the darkness of the imperfection
In one example the enhanced freckles are created. For example, in older women, the analysis of the scanning may find areas that are too dark, and the correct techniques may leave those areas as freckles, but apply dyes to achieve the effect of the appearance of younger-looking freckles, as outlined in FIG. 22C.
Freckles are typically identified by recognition of their characteristic patterns in the different color bands.
Working with Multispectral Bands In an embodiment, effective techniques may be employed to enhance the patterns identified in multispectral bands, such as RGB bands. For example, as explained above FIG. 25 shows RGB patterns for a scar 460, an age-related freckle 468, a varicose vein 476, a bluish bruise 484, and a yellow bruise 492, all in young skin. The following techniques are effective when the skin as a whole is being darkened in middle frequencies to smooth it, as explained above.
Scar
To enhance the scar 460, RMAs of magenta and yellow but not much cyan may be applied to it. This adds red color to the pale-looking scar 460.
Varicose Vein To enhance the varicose vein 476, less of the darkening RMAs may be added to the areas surrounding the varicose vein 476.
Age-Related Freckle
To enhance an age-related freckle 468, less of the darkening RMAs may be added to the area of the freckle 468.
Bluish Bruise To enhance a bluish bruise, less cyan RMA can be added during the general darkening.
Yellow Bruise
To enhance a yellow bruise, less yellow RMA can be added during the general darkening.
Applying at Least One Reflectance Modifying Agent Types of Reflectance Modifying Agents (RMAs)
The current invention may utilize a variety of Reflectance Modifying Agents (RMAs), including
• Analine,
• Food coloring, • uv,
• Transparent Dyes,
• Transparent Inks,
• Pigments,
• Oxidizers, • Tanning agents,
• Bleaches, and
• Chemically altering agent.
For example, a dye does not reflect light, but changes the skin reflectance, acting primarily by absorbing light.
In an embodiment, the RMAs can have a time delay, so that their application does not have an immediate effect but takes effect later through a triggering agent. For example, the RMAs can comprise one or more photosensitive materials that can be selectively exposed by a modulated beam of ultraviolet or other light or other forms of light and later developed by a chemical agent applied uniformly over the surface. For example a photographic emulsion of a light based material may be used, of which silver based halides are a good example.
Multiple Passes
In an embodiment, the RMAs may be applied to the skin by scanning and printing almost at the same time and making multiple passes over the skin. Several advantages result from using multiple pass application. Micro registration problems may be reduced because multiple passes permit dithering or blurring the image, as is well known to those skilled in the art. For example, multiple pass applications are useful for smoothing out the effects of hairs on the skin.
Also, multiple pass applications of RMAs allow time for the skin to assimilate the RMAs, which is especially important because some types of skin will absorb more than others.
The process for multiple pass applications is to make a partial application of the RMAs, then to scan again the area of skin that has received the partial application. A further application of RMAs can be made, and still further multiple pass scanning and applications can be made to approach an aesthetic goal.
Drop Control Application Techniques
Substances may be applied with "flow control" devices. These flow control devices typically may be characterized as "drop control techniques" where individual droplets of the substance are controlled; or "nondrop control techniques".
Spray devices and electrostatic spray devices are non-drop control techniques where droplets are produced and controlled only in aggregate. Often in a spray device, a lack of individual droplet control, or "randomness" is desired in order to produce a smooth application over a relatively large area. By contrast, in the current invention, it is desirable to provide very specific control of the amount and placement of RMAs.
Examples of drop control include "fine flow control" where the flow of the substance is precisely controlled to deliver droplets as desired; and "inkjet technologies." An older inkjet technology includes supplying a continuous flow of charged droplets past electrostatic deflector plates which are alternately charged so that the plates either permit a droplet to pass or deflect to a gutter. This technique was the original design basis for inkjet printers.
Other inkjet technologies include "drop on demand" such as thermal devices provided by Hewlett Packard, and piezoelectric devices such as provided by Epson and other printer manufacturers. In one embodiment of the current invention, the drop on demand technology is combined with charging the droplets.
Another embodiment of the current invention is the use of the older inkjet technology in a manner that delivers charged droplets in a scanned direction beam. Modern inkjet printers have been optimized for printing on flat surfaces over limited distances. The current invention prints on skin which is a dimensioned surface, and often requires a greater throw distance for the droplets. This greater throw distance can be facilitated with the better droplet aiming than is possible with a charged droplet. For example, drop on demand technology may be used to apply a single droplet of white pigment to spot in the face with pixel-level precision.
In another embodiment of the current invention, a non-inkjet drop control technique is used, such as fine flow control techniques.
As mentioned above, in this patent specification, the phrase "inkjet printer" is used for brevity represent any form of inkjet technology.
In an embodiment, an inkjet printer may be used to apply the RMAs onto the surface of skin, printing at a resolution of 300 dpi (11.8 dpmm).
In an embodiment, the inkjet printer may have multiple printer heads to speed the application. It may also traverse the body by robotics.
It is desirable to control the application of RMAs to a desired spray range. In one example, an inkjet printer has a desired spray distance of about 1/8 inch (3.2 mm). Various techniques may be used to guide the printer element over the surface of the skin in order to maintain that desired spray distance, such as a cup, as shown in FIG.26.
In an embodiment, the head of the inkjet printer has a comb to keep hairs on the skin even and in fixed pattern, to smooth the hairs.
Dramatically Increased Precision
For aesthetic purposes, a small change in the direction of a perceived improvement often results in an unusually large perceived improvement. Humans can perceive differences in images or portions of images as a function of the square of the differences of intensity. This is seen in the common understanding that power is the square of a direct measurement of intensity, such as a voltage or current, or field strength such as magnetic or electrostatic in an electromagnetic wave. It is also derived statistically by the randomness of phasing between uncorrelated sources causing their net effect to add as squares, typically under a square root. For example, if a first image has a first intensity of a distracting, undesirable characteristic, and a second image has an intensity with only half (1/2) of the distracting characteristic, the second image will appear to the human eye to have about one quarter QA) the damage of the distracting characteristic. This is one of the factors that permits substantial improvement in appearance in the current invention. Dyes can be deliberately and precisely applied in a manner to reduce the differences in intensity between portions of human skin. By reducing the faults of the skin even moderately, the "appearance" may be substantially improved. This is the reason that single color, as opposed to tri-color, or middle resolution printing as opposed to high resolution printing, or partial correction of defect as opposed to full correction, provides visually substantial correction.
In one embodiment, dyes can be applied with a precision that is equivalent to the resolution of the human eye. For example, a resolution of 20 pixels per millimeter at a distance of 10 inches (254 mm) is about 500 dots per inch (20 dpmm). This is a practical limit of the human eye resolution under good lighting conditions and a strong pure black and white contrast. Often, however, this high resolution is not needed, relaxing technical requirements of the camera and printing system.
DETAILED DESCRIPTION OF EMBODIMENT - MAPPING-BASED ENHANCEMENT
Example - Generating a Map of the Skin
This example demonstrates one method for generating a map of the skin, analyzing the map to generate a corrective plan, and executing the corrective plan.
Step 1- scan skin and generate a map of the skin
In this example, the map of the skin is generated from data collected by scanning the skin at a first time.
In this example, the general process of creating a map of the skin involves obtaining data by scanning the frexels, and then processing that data to create the map. In this example, the processing includes determining the location of the scanning device and the frexel with respect to a reference coordinate system, determining the reflective properties of the frexel in multiple wavelengths, and determining the tilt or orientation of the frexel with respect to the coordinate system. Information about the frexel and its neighbors is then processed to make fine adjustments to the location of the frexel with respect to a portion of the body such as a face, so that a map can be generated. This fine adjustment includes referencing the frexel to the face, such as by referencing the frexel relative to recognized facial features.
a. Data representation
An example of the data representation for a frexel is shown below:
[(xs, ys, zs, αs, βs, γs), (X6 V6 Zf1 Of, βf, γf ),
{(refi)A, (refl)N, (refl)s, (refl)E, (refl)w}]
In this example, (xs,ys,zssss) and (xf, yf, zf_ αf, βf, γf ) represent the position and angular orientation of the scanner sensor and the frexel relative to a coordinate system.
b. Frexel location relative to sensor or coordinate system
The data elements (xft yf, zfj αf, βf, γf) may represent the distance of the frexel from the sensor, or may be an absolute position and orientation of the frexel with respect to a reference coordinate system. In one example, the determination of the distance from the frexel to the scanner may be made in two steps. A first step can be an approximate mechanically-based measurement such as a constant height of the sensor from the skin. The second step can be an optical first derivative measurement to provide a fine adjustment. In one example, the fine adjustment is calculated by measuring an angle from the surface. In another embodiment, a fine adjustment may be made by using two light sources to send out two reference points or grids for detection by a sensor.
c. Reflectance and illumination data and calculations
The data elements {(refl)A, (refl)N, (refl) (refl) (refl)w} represent reflective data for the frexel under ambient lighting conditions, and for each of four light sources, such as LEDs, which are arbitrarily designated as north- south-east-west for ease of discussion. Other numbers of light sources, such as three sources, can be used, but the mathematics is simplified with four light sources. The (refl) represents one or more data point for the reflectance measurement.
The frexel data can be processed to determine a reflectance and an illuminance for each light source, and that information can be used to determine reflectance and surface profile.
In one example, the reflectance is the average or mean of all measurements. The illuminance can be determined from the known brightness of light sources such as LEDs.
d. Frexel orientation
By determining the tilt of the frexel relative to two orthogonal axes, the orientation of the frexel can be determined. The orientation of a frexel and its neighbors is an indication of the actual local surface texture of the skin. One aspect of the current invention is the ability to measure and compensate for both local reflective properties and local surface texture.
In this example, there are four light sources which are designated as North, South, East, and West. The sensor obtains data when each light source is on, and the other sources are off. The sensor may also obtain data for ambient lighting, with none of the four light sources on.
The tilt of the frexel can be determined by comparing the North and South measurements. The difference between these measurements is a related to the tilt of the frexel along the North-South axis. The difference between the East and West measurements is a related to the tilt of the frexel along the East- West axis.
e. Data representation for derived values An idealized data representation for data from a frexel is shown below. Various compression methods can be used to reduce the data storage requirements. In this example, each data element is shown as a complete set in order to demonstrate methods of registering the data and creating a map.
frexel data [(x,y,z) NS tilt,
EW tilt,
(R, G, B visual color albedo), time of acquisition]! The (x,y,z) represents the location of a frexel with respect to a coordinate system.
The NS tilt represents the tilt of the frexel relative to the EW axis. The EW tilt represents the tilt of the frexel relative to the NS axis.
The (R,G, B visual color albedo) represents the measured reflectance of the frexel in the red, green, and blue spectrum. One aspect of the current invention is that data may be obtained for multiple wavelengths, and that different wavelength data is useful in identifying skin features.
The human eye sees both reflectance and topology. In one embodiment of the present invention, data is obtained for both reflectance and topology.
Step 2- register the groups of frexels.
The second step is to make some sense out of the data from a plurality of frexels.
This portion of the example is analogous to the problem of mapping the earth's surface from satellite or aerial photographs. In the case of aerial photos, a large number of photographs are slightly scaled, rotated, and/or translated in order to permit the images to be properly overlapped to reflect the actual earth surface. The map can then be generated from the properly overlapped images.
In the present example, one source of complexity is that data is captured at slightly different acquisition times, and it is necessary to compensate for movements of the skin and slight errors in calculated position.
This motion aspect is analogous to modeling in a gaming application. In gaming, a model of the body may include a model of the skeleton so that the body may be related to the skeleton. Movement may first be applied to the skeleton, and then the position of the body can be calculated from knowing the position of the skeleton and knowing the relationship between the skeleton and the body. In the current invention, the problem is the reverse, in that the shape of the body has been determined, and it is desirable to correct for motion during the measurement,
a. Mapping a frexel to a map
In this example, it is desirable to associate a frexel, or a group of frexels, with a position on a map. For instance, the frexel may be a portion of a face, and the map is an idealized map of a face.
In the case of a face, a model could be a rigid and upright face in an expressionless pose.
In one embodiment the determination of the desired amount of each of a plurality of dyes to be applied is made by • generating a map of the skin at a first time; and
• analyzing the map to generate a corrective plan. The corrective plan is then executed at a second time by making multiple passes over the skin with a device which includes a scanner and a dye applicator. The scanner provides data that is used to determine the location of the applicator and to determine how much additional dye is required for that location at each pass. The corrective plan provides a calculation of the total amount of dye to be applied to each small portion of the skin. In one example, a portion of the dye is applied in each of a plurality of passes over the skin.
DETAILED DESCRIPTION OF EMBODIMENT - EXAMPLES OF METHOD
To illustrate embodiments of the present invention, examples are given below for enhancement processes for the following areas of human skin: • A face,
• A leg, and
• A breast.
Enhancing a Face Undesirable and Desirable Characteristics in a Face
FIG. 13 represents a human face 235 with certain characteristics:
• A light spot 408,
• A freckle 410, and
• A non-uniformity 412 such as a scar.
FIG. 14 shows a representation of a 2-D surface map 232 of the face shown in FIG. 13, resulting from the scanning process used by the present invention and described above. This 2-D surface map 232 in FIG. 14 retains the characteristics listed above, which may be identified by pattern recognition:
• A light spot 408, • A freckle 410, and
• A non-uniformity 412 such as a scar.
Note that the 2-D surface map 232 typically includes a representation of depth in order to capture the shape of the face.
To enhance such a face 235, shown in FIG. 13, according to the principles of attractiveness given above, it may be desirable to reduce or delete from view the undesirable characteristics, such as the light spot 408 and the non- uniformity 412. At the same time, it may also be desirable to retain or even augment the appearance of a characteristic such as a freckle 410, which can be a characteristic of youthful-looking skin. Unlike prior cosmetic techniques, which tend to cover over both undesirable and desirable features with makeup, the present invention can distinguish between the two and treat them appropriately.
Putting the Scanned Image into Spatial Frequency Bands
As shown in Step 606 of FIG. 31 and described below, the application algorithm 230 puts the scanned image into spatial frequency bands, in an embodiment, to permit identification of characteristics. FIGS. 16A-E represent the patterns of the 2-D face 232, shown in FIG. 14, after the data has been put into spatial frequency bands.
Albedo The top band in FIG. 16 represents the actual "albedo" of the 2-D surface map 232. A rise in the actual albedo graph identifies the light spot 408. A deep, sharp drop in the graph identifies a non-uniformity 412 such as a scar. And an irregular section identifies a freckle 410.
Illuminance (Shading)
The spatial frequency bands also graph the actual illuminance (shading) of the 2-D surface map 232. Feature Recognition
FIG. IS shows that pattern recognition can also identify features in the scanned 2-D surface map 232, such as
• Hair 422,
• An eyebrow 424,
• An eye 426, • A cheekbone 428,
• The nose 430,
• The mouth 432, and
• The chin 434.
By identifying such features, the application algorithm 230 can determine whether to make enhancement to those features. For example, it is normally undesirable to print RMAs 264 on an eye 426. Therefore, the application algorithm 230 can remove the area that represents the eye 426 from consideration for enhancements.
Tracking.
The application algorithm 230 may also use pattern recognition for tracking the location of the application device 246, for example the one shown in FIG. 3, on the area of skin 302.
As mentioned above, chemical markers may be alternately applied to the area of skin during the scan to help create the map and enable subsequent tracking of the map with the area of skin 302. For example, ultraviolet markers may be used.
Comparing Features with Idealized Features
The application algorithm 230 may compare the mapped physical features with the idealized features in a features library 274, shown in FIG. 2, and use the comparison to modify features. For example, the application algorithm 230 may darken the area under a cheekbone 428 to match an idealized cheekbone that is more desirably prominent.
Thus the application algorithm 230 may apply to scanned features global guidelines established in the features library 274, shown in FIG. 2. Determining the Actual Depth
Scanning the area of skin 302 provides the actual depth.
Determining the Aim Depth
In an embodiment, the aim depth can be the low spatial frequencies only of the actual depth. However, aesthetics may dictate additional sculpting, through further mathematical or manual input. The aim depth encompasses the effect of illuminance on perceived depth or texture, and is related to the amount and angle of incident light.
Carrying Out a Low-Pass Filter
In an embodiment, a low-pass filter may be performed with one half inch to one inch (12.7 to 25.4 mm) wavelengths to determine the aim depth to accomplish smoothing.
Determining the Actual Illuminance Both actual and aim depths are translated into surface angle, as the first derivative, or slope, of depth. The surface angle is then translated into illuminance of the surface, as is well understood in 3-D modeling in applications such as gaming or animation graphics. Typically the assumed illumination angle and diffusion is mean light reaching the human skin.
Determining the Aim Illuminance
An aim reflectance may be derived algorithmically again simply as the low-pass version of the actual reflectance. However, additional aesthetic attributes may be added through mathematic or manual input.
Determining the Actual Albedo The actual albedo is determined by the sensor of the application device, as described above.
Determining the Aim Albedo
The aim albedo is determined by the principles of correction explained above.
In this example, a generalized smoothing is performed, and specific feature correction is performed. For example, the light spot would be darkened, the freckle would be retained and possibly sharpened, and the scar would be at least partially camouflaged by a general darkening of the skin and a specific darkening of the light area on top of the scar.
The aim albedo is the desired perceived reflectance after calculating the smoothing and feature correction.
In other examples, the aim albedo may also include artistic strategies such as darkening one portion of a face relative to another. Applying Aesthetic Objectives
In an embodiment, a human observer may optionally use means, such as a computer screen, keyboard, and mouse, to make further modifications in the actual depth of the scanned area in order to accomplish aesthetic enhancements.
The Enhanced Appearance of the Face
FIG. 17 shows an example of the enhancement through the application of RMAs of the appearance of the face 235 portrayed in FIG. 13. The light spot 408 and non-uniformity 412 shown in FIG. 13 have been removed in FIG. 17. However, the freckle 410 has been retained in FIG. 17 as an attractive pattern of variety.
Single-Pass or Multiple-Pass Systems
Single-Pass
With sufficient computing power, the application device 246 will only need to make only one pass across the area of skin 302 to both scan the data and apply the RMAs 264.
Pigments
Note that optional pigment pass 1 368 and optional pigment pass 2 370 shown in FIG. 21, may also be performed on areas to appear to lighten those areas. In such cases, a light-colored pigment such as white may be used rather than a negative dye 372. In other embodiments, a bleach or oxidizing agent may be used to lighten the skin rather than to apply light pigments. In this example, a dark spot, such as a pimple or vein, is lightened by the application of a pigment.
Multiple-Pass
In an embodiment, the user moves the application device 246 over the area of skin 302 many times. The application system then scans continually, creates a new 2-D surface map 233 after each pass, uses the 2-D surface maps 233 continually to identify the landscape of the area of skin 302 and calculate new printable enhancement images 234 with each pass, and applies only a portion of the RMAs 264, for example 10%-20% of the RMAs 264, on each pass. The use of multiple passes thus lets the application system 200 make a partial application of the RMAs 264, view the results of that application, and then make another partial application for further improvements. The continuation of these passes can ensure increased accuracy in the desired result. Application of the RMAs 264 in multiple passes also reduces the possibility of streaking and allows the RMAs 264 to dry between applications for greater effectiveness.
FIG. 21 illustrates how multiple passes may be used to apply a printable enhancement image 234 (exact aim) to an unprinted surface 366. To darken areas with a negative dye 372, meaning an RMA that appears to the human eye to darken an area, dye pass 1 360 is performed, so that some of the negative dye 372 is applied. Subsequently dye pass 2362 is performed to apply more negative dye 372, followed later by dye pass 3 364 to apply still more negative dye 372. One advantage to applying the dye in multiple passes is that errors in scanning or printing tend to be smoothed. Moreover, errors are not just smoothed, but are corrected by feedback, much as a human would do, for example correcting in the second pass errors that were made in the first pass. Another advantage is that edge effects tend to be softened so that there are not undesired abrupt changes in color across the skin.
Note that optional pigment pass 1 368 and optional pigment pass 2370, may also be performed on areas to appear to lighten those areas, as explained above. In such cases, a light-colored pigment such as white may be used rather than a negative dye 372. In other embodiments, a bleach or oxidizing agent may be used to lighten the skin rather than to apply light pigments.
Overlap areas
In some examples of the current invention, it is desirable to make multiple passes of the applicator over an area. In the general case, as the applicator crosses over an area in a subsequent pass, some frexels will be seen for the first time, other frexels will have had a previous first pass, and still other frexels will have had two previous passes, etc. It is desirable to keep track of how many times each frexel has been passed over, so that this information can be included in the control algorithm for applying a desired amount of RMA.
It may be desired to correct, by example, 50% of the aim depositions of RMAs on a first pass. In the observation phase of the second pass, it may be noted that the application has produced more or less than 50% of the desired correction. Suppose this was seen to be 60%; so, only 40% remains uncorrected, and in addition it is now known that this part of the skin is responding with 6/5 stronger response to the RMA. So, by calculation only 5/6 x 4/5 = 2/3 of the RMA would be needed on the second pass to attain the desired effect. Suppose instead the algorithm chooses to deposit less than this on the second pass, then on a third pass makes a final observation and final calculation of efficiency and final deposition, to precisely titrate to the desired effect by feedback.
It is possible that the multiple passed could be in sequential scan order; so a top side of the probe always sees fresh skin, a middle processes an intermediate pass, and a bottom processes a strip of skin for the final pass. A more practical system allows random movement similar to the motion of an electric shaver, in which case software tracks the number of times a frexel of skin has been operated on. A sonic or tactile feedback could indicate the completion for each frexel, like an electric shave changes sound depending on completion of effect under each pass.
Since it is generally impractical to exactly meet an edge from a previous application pass, it is also generally desirable that the extreme portions of the applicator make a weaker application of RMA than in the middle of the pass. For instance, if the applicator were moved left to right on this page, then a lesser amount of RMA than calculated would be applied by the top and bottom portions of the print head so that there was an opportunity on a subsequent pass to print additional RMA in those areas to provide a better overlap of passes. It is also desirable to make each pass in a different orientation relative to the skin to randomize measurement or deposition fluctuations due to hairs, skin texture, or pulling distortions of skin, and not to repeat the same paths. For instance, if a first pass were made left to right, a second pass might be tilted slightly clockwise, and a third pass tilted slightly counterclockwise.
Summary of Enhancement Process
FIG. 46 shows the general process of one embodiment of the present invention to visually enhance objects such as an area of skin comprising a human face, in an embodiment. "What the eye sees 380" represent the scanned data about the area of skin 302. In terms of optics, this data comprises
• the albedo Gl - which is the degree of reflectance from the surface of the area of skin 302; • the illuminance G3 - which is the degree of illumination G3 of the area of skin 302; and
• the depth G5 - which is the distance from the scanner or other reference point to the portion of skin being measured
• the "tilf'or orientation of the portion of skin being measured. This orientation, when combined with information from adjoining skin areas, describes a surface profile of the skin.
"What you want to see 382" represents an enhancement that would make more attractive "what the eye sees 380." This enhancement, which may be calculated mathematically and optionally through manual visual corrections, comprises
• an aim albedo G2 - which is a more attractive degree of reflectance from the surface of the area of skin 302;
• an aim illuminance G4 - which is a more attractive degree of illuminance G3 of the area of skin 302; and
• an aim depth G6 — which is the desired perceived distance from the scanner or other reference point to the portion of skin being measured Note: In one embodiment, the correction to be applied is a mixture of transparent dyes, such that the mix and the amount of the dye is determined in response to the perceived reflectance of the local area of the skin — which is related both to the actual reflectance and to the skin surface profile. Thus the correction applies a desired RMA to compensate for actual reflectance, and applies a shading to hide or enhance surface features.
In an embodiment, the mathematical calculations to create the aim albedo G2, aim illuminance G4, and aim depth G6 may be performed with particular effectiveness through mid frequency filtering.
By calculating "what you want to see 382" according to the principles of attractiveness given above, a printable enhancement image 234 may be created for printing on the area of skin 302 to make that area of skin 302 more attractive.
Steps in the Enhancement Process
FIG. 33 shows steps in a process for accomplishing the present invention's enhancement techniques in an embodiment:
• Step 7100 of FIG. 33 - Using pattern recognition to map the physical features of the scanned area; • Step 7200 of FIG. 33 - Determining the actual depth of the scanned area.
• Step 7300 of FIG. 33 - Determining the aim depth of the scanned area.
• Step 7400 of FIG. 33 - Determining the actual illuminance of the scanned area.
• Step 7S00 of FIG. 33 - Determining the aim illuminance of the scanned area. • Step 7600 of FIG. 33 - Determining the actual albedo of the scanned area.
• Step 7700 of FIG. 33 - Determining the aim albedo of the scanned area. FIG.34 shows steps in a process for accomplishing step 7300 of FIG. 33.
• Step 7310 of FIG. 34 - Carry out a low-pass filter.
• Step 7320 of FIG. 34 - Compare the mapped physical features with the idealized features in the features library 274.
• Step 7330 of FIG. 34 - Use pattern recognition to retain desired characterisitics.
• Step 7340 of FIG. 34 - Apply aesthetic objectives.
FIG. 35 shows steps in a process for accomplishing step 7500 of FIG. 33.
• Step 7510 of FIG. 35 - Perform a derivation of the low-pass filter. • Step 7520 of FIG. 35 - Apply aesthetic objectives.
Enhancing a Leg
Undesirable and Desirable Characteristics in a 2-D Leg
Fig 18 shows an illustration of a human leg 237 with the following undesirable and desirable characteristics: • Cellulite 414,
• Natural color differences 416,
• Varicose veins 418, and
• Age spots 420.
The spectral bands for these characteristics are also shown, including one for a printable enhancement image 234 that may be used to print enhancements onto the leg 237. To simplify the illustration, a 2-D skin map is portrayed as a 1-D graph following the dotted line across the surface of the skin.
The actual depth along this line is graphed. In addition, one obtains an aim depth. The aim depth can be the low spatial frequencies only of the actual depth. However, aesthetics often dictate additional sculpting, as is known in cosmetology.
Both actual and aim depths are translated into surface angle, as the first derivative, or slope, of depth. The surface angle is then translated into illuminance of the surface, as is well understood in 3-D modeling in applications such as gaming or animation graphics. Typically the assumed illumination angle and diffusion is mean light reaching the human skin.
Printing on the skin has negligible effect on surface depth. However, the visual illusion of depth is obtained by printing the shadowing. Cellulite is not actually perceived stereoptically at more distance than approximately six inches. The human eye perceives cellulite primarily by shadowing. Note how tanning produces pigmentation in opposition to mean illumination reaching the skin, and thus is in opposition to mean shading, thus making a sun-tanned human body appear smoother and more attractive. Note that rub-on tanning solutions do not have this characteristic of being sensitive to skin angle relative to light, and thus fail to provide the same attractiveness.
The leg example also illustrates pigmentations and varicose veins. An aim reflectance may be derived algorithmically again simply as the low-pass version of the actual reflectance; however, aesthetic attributes may be added, such as freckles, which may align with existing pigmentations, while excluding age spots. It may also include other selected features, such as knee cap darkening.
It should be understood that the aim and actual reflectance curves can represent each color separately. For example, varicose veins may be blue or red, while pigmentation may be orange. Thus each color is independently corrected using colored inks, such as the process colors cyan, magenta, and yellow.
The perceived light visualized from the leg by a human observer is the illuminance * reflectance (albedo). It is actually actual illuminance * actual reflectance, but is desired to be aim illuminance * aim reflectance. Thus to go from actual to aim, a multiplying (or dye) image should be deposited on the skin, that is
translated aim angle * aim reflectance translated actual angle actual reflectance
where "translated aim angle" is the aim angle translated to a standard illumination assuming mean illumination; and "translated actual angle" is the actual angle translated to a standard illumination assuming mean illumination. This provides the aim correctance, shown as the printable enhancement image 234. A separate aim correctance can be derived for each color, typically red, green, and blue to print, in order, cyan, magenta, and yellow.
A problem arises that with dyes it is only generally practical to darken the skin. (In other embodiments, it is possible to use limited amounts of whitening dyes or bleaching agents to selectively lighten areas.) Thus, as an expedient the aim paint is shifted (dotted line) so that more of the skin is correctable. This is equivalent to choosing a lower aim reflectance, for a more tanned appearance.
Some details, such as blue varicose veins on a leg, may still be outside the correction range even with the reasonable offset. These details can be corrected by depositing small areas of light pigment, than printing over with dyes to provide the right color. Alternately the extreme points can be left uncorrected. The relative error of uncorrected points is still much less noticeable if the adjoining skin is darkened somewhat.
FIG. 19 shows an illustration of a human leg 238 after being enhanced through the present invention. The following undesirable characteristics, which were shown in FIG. 18, have been reduced from view: • Cellulite 414,
• Varicose veins 418, and
• Age spots 420.
However, the desirable natural color differences 416, which serve to make the 3-D quality of the knee cap visible, have been retained.
Enhancing a Breast
FIG. 20 shows an example for changing the perception of a breast 239 from an actual 3D surface 342 under mean illumination 340 to an aesthetic aim 344 by determining the difference 346. Applying RMAs to approximate this difference will alter the perceived appearance of the breast.
Single Pass Smoothing Example
FIG. 37 represents a simple smoothing example for skin. An area of skin, such as one on the arm, is broken into a plurality of frexels at step 900. At step 910, at least one optical attribute of the frexels is determined. The optical attribute is represented as R; There is a look up table which provides a quantity of a reflectance modifying agent to apply for each range of visual characteristic. At step 930, the quantity of RMA to be applied is determined from this look up table. The desired quantity of RMA is applied at step 940, thereby changing the appearance of the area of skin. This single pass example does not require a mapping of the skin.
Multiple Pass Smoothing Example
FIG. 38 represents a multiple pass smoothing of skin. In this figure, the desired reflectance Rd is approached with a series of applications of a reflective modifying agent. The actual initial reflectance is determined at step 900 as Ra, and that value provides a first quantity of RMA to be applied in a first pass which is Qi. The application of that first amount of RMA, Q,_ changes the reflectance from Ra to R, At the second pass R1 is used in the look up table to determine the second amount of RMA (Q2) to be applied. When that second amount is applied, the reflectance is changed to R2 On the third pass, R2 is used to determine a third amount of RMA. (Q3) The resulting reflectance R3 approaches the desired reflectance. The number of passes is not limited to three but may be more or less than that number.
Facial Map Example
FIG. 39 represents a facial map example. In this example, the skin on a face is allocated into a plurality of frexels as before. The optical attribute is measured in step 910 as before, except that the frexel location is determined and specified and recorded so that there is location data for individual frexels. The data for individual frexels includes sensor location, the location of the frexel and one or more optical attributes. The optical attributes maybe used to determine the reflectance, position, and orientation of the frexel at step 920. Each frexel then has an initial characteristic such as an actual reflectance. The frexel also has a desired final characteristic, such as the desired reflectance, and an amount of RMA to be applied in one or more passes. The amount of RMA is determined at step 940. The desired reflectance is determined from an enhancement strategy such as smoothing of the skin, filtering to remove middle frequency characteristics, feature recognition and feature enhancement, and general artistic schemes. The desired quantity of RMA is determined from the difference between the desired reflectance and the actual reflectance.
LED arrangement FIG. 4OA is a schematic for sensor and LED arrangement. In this example a sensor is located along the axes of four LEDs which are designated as north, south, east, and west.
FIG. 4OB is a cross section showing that the LEDs are typically directed to a point on the skin below the sensor. Typically the LEDs and sensors are provided in a housing, and the housing may have reflective properties to provide more diffuse or indirect light to the frexel in some applications. In other applications it is desirable to orientate the light directly at the frexel in order to determine the tilt of the frexel.
Depth maybe determined by shadow parallax grid projected by LEDs from different angles. In another embodiment, two cameras maybe used in a stereoscopy approach.
Feature recognition
FIG. 41 shows a simple feature recognition approach. A frexel map for a particular frexel "m" and its neighboring frexels is represented. Data for each frexel typically includes the time, position, reflectance and orientation of the frexel. Information can be represented graphically as demonstrated in the reflectance feature portion of the diagram. At step 910, the skin is scanned to measure an optical attribute. At step 920, a visual characteristic such as reflectance is determined from the scan. At step 921, a facial map is generated to provide the actual visual characteristics as perceived by a viewer. At step 922, the frexel data is reviewed to identify local features and the parameters for the particular subject. An example of parameters is the range of readings in that subject, which can be used in normalization or other data manipulation. At step 924, enhancement strategies are applied. At step 925, an enhancement map is provided. The enhancement map includes the amount of RMA to apply to a particular frexel in order to change its visual characteristics.
FIG. 42 illustrates a frexel map for a portion of a face. This figure shows characteristics such as a pimple, frexel, light spot and a scar. Each of those characteristics is shown in an enlarged position with multiple frexels in the diagram. These areas can be represented and detected mathematically from the known properties of the various skin features, so that feature recognition can be preformed automatically with mathematical analyses.
Artistic strategy
FIG. 43 represents an example of simple artistic strategy. When a frexel map of a face is generated, various shading strategies or overall global strategies for appearance can be provided. For example, one strategy involves the selection of white or dark areas in the upper or lower portion of the faces, such as light eyes and light cheeks, or light eyes and dark cheeks, or dark eyes and light cheeks, or dark eyes and dark cheeks. Each of these general shading strategies provides a very distinctive look for a particular subject and maybe appropriate either the particular facial structure of the subject or for particular activities or objectives of the person. In this example, one of the overall shading strategies is selected, and that overall shading strategy is applied along with filtering strategies such as middle frequency removal and specific feature enhancement described above. The combination of these strategies provides the desired enhancement map of a face which is a composite of those approaches, so that a correction is applied in a combined manner.
DETAILED DESCRIPTION OF EMBODIMENT- SYSTEMS Operating Environment for Cosmetics
FIG. 1 shows an embodiment of the present invention used to apply RMAs 264 to an area of skin 302. A party sets up an application system 200 comprising the following elements, which are explained in more detail below:
• a computing environment 100 - for example a personal computer, server, or portable computing device;
• a scanner 220 - which electronically scans data about attributes of an area of skin 302; and
• a means of application 240 - for example a printer - which can be used to apply RMAs 264, such as ink.
The computing environment 200 further comprises
• an application algorithm 230;
• storage 250 - which may be may be non-volatile data storage;
• an application map 232 — which is created by application algorithm 230 to provide instructions for applications onto an area of skin 302; • a printable enhancement image 234 — which is the set of instructions for applications onto an area of skin 302.
Loosely Coupled Systems
In embodiments, the elements of application system 200 may comprise discrete units and be connected through links 142 and 144, which may comprise internal connections. For example, FIG. 2 shows an embodiment of loosely connected elements for applications onto an area of skin 302. A scanner 220, printer 241, and computing environment 100 communicate over a network 130 and links 142, 144, and 146. The network 130 may comprise the Internet, a private LAN (Local Area Network), a wireless network, a TCP/IP (Transmission Control Protocol/Internet Protocol) network, or other communications system, and may comprise multiple elements such as gateways, routers, and switches. The links 142, 144, and 146 are compatible with the technology used for network 130.
A features library 274 may be used to store the characteristics of human features, for example the eye, nose, and mouth, for use by pattern recognition. The features library 274 may also be used to store idealized pattern for human features that may be used to make actual features appear more attractive. For example, an idealized pattern for human lips may be used to make actual lips appear fuller as well as redder. For the application map 232 shown in FIG. 1, a 2-D surface map 233, shown in FIG. 2, is used The 2-D surface map typically includes a representation of depth in order to capture the shape of the face . In addition, registration means 270, mechanical or electronic, are used for tracking the location of the scanner 220 and printer 241 relative to the area of skin 302
Combined Scanner and Printer Connected with Computer FIG. 3 shows an embodiment where an application device 246 comprises a scanner 220 and an inkjet printer 242 to apply RMAs 264 from a reservoir 262 to the area of skin 302. The application device 246 also communicates over a network 130.
Reflectance Modifvins Asents
FIG. 4 shows that in an embodiment, the RMAs 264 may comprise magenta 265, yellow 266 and cyan 267 RMAs. In other embodiments, the RMAs 264 may additionally include black or brown and white.
Application Device
The application device 246 comprises the portable scanner 220 and a portable inkjet printer 242, shown in FIG. 3. In this example, the device has a height-determination means such as a tip or cup to hold the device at uniform a height of 1/8 to 1A inch (3.2 to 6.4 mm) from skin. The elevation of the probe only has to be accurate within a few millimeters. The device uses mirrors or two cameras. It typically makes ten passes to cover the 150 square inches (1000 square cm) of a face, and the time required to complete the process is comparable to that required for electric shaving. The device is under 2 inches (50 mm) in length.
Portable Scanner In an embodiment, the portable scanner 220 comprises an area array that lightly touches the surface of the area of skin 302 to be scanned. In another embodiment the portable scanner is moved without touching skin in the vicinity of the skin being scanned. During scanning, a white LED light source in the sensor flashes to apply normal light, defined as light from above, to the area of skin 302. Measurements are taken when the LED is on and off, and the difference between the two measurements is subtracted to determine the contribution of the light source.
InkJet Printer
In an embodiment, the inkjet printer 242 comprises an inkjet printer with .001 inch resolution and a reservoir 262 capable of holding RMAs 264. In an embodiment the RMAs 264 comprise transparent dyes, while in other embodiments they comprise inks or other useful chemicals. In one embodiment, FDA-approved RMAs are employed. As shown in FIG. 4, the RMAs 264 may comprise agents for the following colors: magenta 265, yellow 266, and cyan 267. They may comprise additional colors, such as black, brown, and white, as well. These colors can enable the inkjet printer 242 to create any color on the area of human skin.
Registration Means
As mentioned above, registration means 270, mechanical or electronic, are used for tracking the location of the scanner 220 and printer 241 relative to the area of skin 302. In an embodiment, the registration means 270 may comprise accelerometers. which measure acceleration and tilt, and gimbals, which measure the rotation of an object in three dimensions and control that rotation, may also be included in the application device 246. These devices help control movement and positioning and maintain the correct reflective angle for the application device 246.
In another embodiment, registration means may comprise a global positioning-like service (GPS) used locally through high frequency radiation.
In still another embodiment, registration means may comprise a set of small flat-ended pins that are pressed lightly against the surface of the skin to make an impression. For example the pins may be pressed against a face to make a mask of the face. The movement of the pins in a frame may be tracked mechanically to provide the 3-D coordinates.
Portable Application Device
As shown in FIG. 5, another embodiment of the present invention is a portable application device 260 comprising multiple elements for applying material onto skin, which does not require an external network. An embodiment of the portable application device 260 uses an inkjet printer 242 to apply ink 248 to the area of skin 302.
Portable Application Device with Curved Surface
One aspect of the current invention is to acquire and manipulate image data of human skin. In one embodiment, a first step is used to generate a map of a portion of the body, and that map is used to generate a specific plan of selectively applying dyes at a later time. One embodiment of the current invention is to use a portable scanning device to acquire data for generating the map; and to use the portable scanning device in combination with a portable printing device to selectively apply dyes to a region of skin. FIG. 30 shows an embodiment of the present invention that may be employed for applying material onto skin, through communications over a network and a portable application device with a curved surface.
Mask or Helmet
The curved surface may comprise, for example, a mask or helmet into which a human face may be inserted and an application device (scanner/printer) that circles the face. Use of such a curve surface requires feature recognition through artificial intelligence and mapping, so that the application device can calculate its location on the face and its distance from the skin.
One advantage of the curved surface device is that is requires no user action or training. Another is that the application device remains above the skin and so does not touch the wet RMAs.
Booth Another embodiment of the current invention is to use a booth or work station to scan a region of skin, such as a face or an entire body. FIG. 27 shows an embodiment of an application device 246 comprising a booth. In this case, as shown in FIG. 36, the area of skin 302 comprises an entire person who steps into the application device 246 through a door 282. The person might undress, step into the booth, as is typically done with tanning booths, and lie or stand for the application of RMAs. A scanner/applicator 284, comprising a scanner 220, inkjet printer 242 with a reservoir 262 and RMAs 264, and registration means 270, would move across the person's body to collect data, analyze the data, and make enhancements by applying RMAs.
In another embodiment, the booth may comprise a two-part cylinder that closes over all a person or over part of a person such as a face.
Blotter
FIG. 29 shows an embodiment with an application device 246 comprising a blotter. The blotter comprises a cup 280 to maintain an approximate appropriated distance from the area of skin 302, as explained above. Instead of moving the blotter application device 246 in a single pass or multiple passes over the enter area of skin 302, the user places the blotter application device 246 over a small area of skin and holds it there briefly, to accomplish scanning, analysis, an application of RMAs in that small area, and then moves the blotter application device 246 to the next small area.
For the blotter application device 246, mechanical means would move the printer 242 over the area of skin 302 for the application of the RMAs 264. For example, FIG. 44 shows an inverted view of an application device 246 comprising a blotter. In an embodiment, the blotter application device 246 comprises four LEDs 290, two cameras 292, and a rotating inkjet printer 294 that moves about a central axis on the application device 246 like the hand of a clock. The rotating inkjet printer 294 prints RMAs throughout the area of the blotter application device 246 except for the area of the central axis, which can be printed on by moving the blotter to an overlapping area for a second printing.
Light Sources
FIGS. 40A-B are sample layouts for LEDs and a sensors for acquiring reflectance and skin orientation data.
In one embodiment, a set of four light sources is used, such that the light sources are placed at the corners of a diamond, where the sensor is positioned at the center of the diamond layout. This configuration simplifies the mathematical analysis for calculating surface profile.
In an embodiment, it is useful to employ mean illumination. For this, multiple diffuse or orthogonal light sources may be used, in a configuration which may include mirrors. The lights may be flashed repeated, as strobe lights, so that hundreds of images may be taken of a small area can averaged for effectiveness.
Process for Employing an Application System for Cosmetics
FIG. 6 shows a process for employing an application system 200, in an embodiment. This process comprises the following high-level steps, which will be explained in detail below: • Step 1000 in FIG. 6 -Setting up an application system 200 based on scanning an area of skin 302 to determine attributes and applying RMAs 264 to that area of skin 302 in registers in agreement with or in opposition to the determined attributes;
• Step 2000 in FIG. 6 - Scanning an area of skin 302; • Step 3000 in FIG. 6 - Analyzing the scanned data with an application algorithm 230;
• Step 4000 in FIG. 6 - Creating a printable enhancement image 234 with the application algorithm 230;
• Step 5000 in FIG. 6 - Using the printable enhancement image 234 to apply RMAs 264 on the area of skin 302; and
• Step 5002 in FIG. 6 - Optionally repeating steps 2000 through 5000.
Setting Up an Application System
FIG. 7 shows a process for Step 1000 - setting up an application system 200, shown in FIG. 6, in an embodiment. The process comprises the following steps, which will be explained below:
• Step 1010 in FIG. 7 - Providing an application algorithm 230; • Step 1020 in FIG. 7 - Providing the application algorithm 230 on a computing environment 100;
• Step 1030 in FIG. 7 - Providing storage 250 on the computing environment;
• Step 1040 in FIG. 7 - Integrating a means of scanning 220 an area of skin 302; and
• Step 1050 in FIG. 7 - Integrating a means of application 240 of RMAs 264.
Providing an Application Algorithm
One or more programmers create an application algorithm 230 that, in an embodiment, controls the elements and processes of the present invention outlined in FIG. 6 and explained above. After the application algorithm 230 has been created, it can be used on at least one computing environment 100, as shown in FIG. 1, and may be integrated with other elements of application system 200. For example, in an embodiment application algorithm 230 may be loaded on a computing environment 100 comprising a server. The computing environment 100 may be equipped with non-volatile storage 250 capable of storing data such as scanned data from scanner 220.
In various embodiments, the application algorithm can include default strategies which may be based on feature recognition, a feature-based lookup scheme, or general artistic objectives.
As shown in FIG. 8, in an embodiment the general functions to be accomplished by the application algorithm 230 are
• Coordinating pixel-level mapping of skin by scanning; • providing feature recognition, or accepting manual selection of image enhancement strategies
• Creating a printable enhancement image 234; and
• Coordinating the pixel-level application of substances to achieve the determined enhancements. Coordinating Pixel-Level Mapping of Skin by Scanning
A primary function of the application algorithm 230 is to analyze scanned data about an area of a first instance of material 300 and create a 3-D application map 232 of the attributes of that area 300 for which application of a second instance of material 300 would be useful. A key part of this function is that the application algorithm 230 determines at each scanned point whether the application of the second instance of material should be in a register in agreement with the attributes of that area of the first instance of material or in a register in opposition to those attributes. This decision is based on instructions in the algorithm for what would be useful and advantageous for the area of the first instance of material 300.
FIG. 31 shows the steps involved in coordinating scanning:
• Step 602 in FIG. 31 - Initiating scanning by scanner 220.
When the application device 246 is turned on and moved over an area of skin 302, the scanner 220 begins scanning.
• Step 604 in FIG. 31 - Sending scanned data to computing environment 100. The application device 246 transmits its scanned data over link 144, network 130, and link 142 to computing environment 100.
• Step 606 in FIG. 31 - Storing scanned data in storage 250.
• Step 608 in FIG.31 - Putting the scanned data into spatial frequency bands.
Creatine: a Printable Enhancement Image The goal of a cosmetics embodiment of the present invention is to understand and make use of the characteristics of the human visual system to make the observer perceive a person as younger than that person is. This may be considered a form of camouflage performed at the pixel level. It is important to note that the techniques of the present invention for accomplishing this goal do not wipe out all the detail in the area of skin affected, but retain significant, desirable details that make the area of skin look real. To accomplish this goal, the present invention uses sophisticated techniques, explained below, to create a printable enhancement image 234 for making appropriate applications of the RMAs 264.
FIG. 9 shows a process for creating a printable enhancement image 234, in an embodiment.
Step 6051 in FIG. 9 - Converting the 3-D scan to a 2-D surface map 233 in a computer model.
FIG. 10 shows an example of how a 3-D human face 235 may be mapped to a 2-D surface map of that face 233, through well known techniques employs in computer modeling and gaming. For this 2-D mapping, in the small (limit) all surfaces are flat, creating a razor model for the "base."
Step 6052 in FIG. 9 - Using pattern recognition to identify specified features 310 of the 2-D surface map 233. For example, pattern recognition may be used to identify the eyes.
Step 6054 in FIG. 9 - Using the identified features 310 to further identify portions of the skin not to be enhanced 320. For example, it may be desirable to specify that the eyes not be enhanced with potentially irritating RMAs.
Step 6056 in FIG. 9 - Eliminate from calculations the portions that are not to be enhanced. For example, the eyes may be eliminated from calculations.
Step 6058 in FIG. 9 - Employing enhancement techniques 600 on correctable features 330 to achieve an aesthetic goal.
The enhancement techniques employed by the present invention are explained in detail below.
Coordinating the Pixel-level Application of Reflectance Modifying Agents to Achieve the Determined Enhancements
As shown in FIG. 32, coordinating the pixel-level application of RMAs 264 to achieve the determined enhancements may be achieved through the following steps:
• Step 6060 in FIG. 32 - Sending the printable enhancement image 234 to the application device 246.
• Step 6070 in FIG. 32 - Using the inkjet printer 242 to apply the RMAs 264 to print the printable enhancement image 234.
Operation of an Embodiment
The operation of the present invention can be illustrated with reference to the application device 246 and computing environment 100 shown in FIG. 3.
Scanning
The user moves the application device 246 across the area of skin 302 so that the scanner 220 can record data.
For example, the area of skin 302 might be the user's face. The scanner 220 sends the scanned data over the network 130 to the computing environment 100 where the data is stored in storage 250.
In an embodiment, the user may be asked to employ a tapping or blotting motion of the probe, rather and making smooth passes as in moving an electric shaver over the face. This motion reduces smudging in the application of RMAs.
In an embodiment the user may be asked assume a neutral, motionless position, to present a neutral model. For example, for use with the face, a user may be asked to hold still, close the eyes, and have an expressionless face. For use with the entire body, the user may be asked to stand still in a specified position in a booth.
Analyzing the Scanned Data The application algorithm 230 puts the stored data into spatial frequency bands and uses pattern recognition to analyze them to determine the landscape of the area of skin 302 and the dimensions that require application of the RMAs 264. . The application algorithm 230 uses its analysis to create in software a 2-D surface map 233 of the area of skin 302, which is stored in storage 250, for potential future use.
Creating a Printable Enhancement Image The application algorithm 230 also creates a printable enhancement image 234 based on a 2-D surface map 233.
Note that alternately the printable enhancement image 234 can be made manually by an operator who displays the map on a computer screen and uses controls to make desired adjustments.
Printing the Enhancement
The application algorithm 230 sends the printable enhancement image 234 over the network 130 to the application device 246 that triggers the inkjet printer 242 to apply the RMAs 264 from the reservoir 262 to area of skin 302. The inkjet printer 242 applies different quantities and mixes of the RMAs 264 to create desired results in different portions of the area of skin 302, at the pixel level, making the application very precise.
Single or Multiple Passes
As explained above, with sufficient computing power, the application device 246 will only need to make only one pass across the area of skin 302 to both scan the data and apply the RMAs 264.
Otherwise, the user moves the application device 246 over the area of skin 302 many times. The application system then scans continually, creates the 2-D surface map 233, uses the 2-D surface map 233 continually to identify the landscape of the area of skin 302, and uses the printable enhancement image 234 to apply approximately 10% of the RMAs 264 on each pass.
In one example, a portable printer is used to apply dye as the device is swept across or blotted onto the face. One or more scanners on the device acquire image data in a manner as described above in the mapping example. That data is used to identify the location of the scanner so that the printer can be registered to the skin. The correction plan, or in the case of multiple passes a portion of the correction plan, is applied to the skin as the printer is moved over the skin. Current inkjet printers typically have a desired working range of about 1/8 inch (3.2 mm) between the print head and the surface being printed. In one example, this print distance is maintained by hand held operation such as a light contact to the skin as the device is moved. In another example, a helmet-type guide is provided so that the scanner and printer can be directed in predetermined paths across the skin.
In various embodiments, the scanning and printing components can be provided in hand-held, fixtured, or booth systems.
Example of Hand-Held Operation
In a hand-held system, the device may be the size of an electric shaver or powder puff so that it may be blotted or moved across the skin. The device may be used in a single pass mode to provide a general smoothing of skin appearance, or in a multiple pass mode where several passes over each area of the skin are used in order to provide a relatively small correction on each pass. The system may include a feedback means such as a tone to indicate that the operation is complete.
Example of Hand-held Scanner that Touches Skin
FIG. 26 shows a handheld scanner. In this example, the scanner housing touches the skin so that the application device, such as a printer head, is maintained at an approximate known distance and orientation with respect to the skin.
Example of Helmet Guide for Facial Modeling and Printing
A helmet mode is an example of a fixtured system where the scanning and application device has designated limited travel paths. The fixtured system may include coordinate reference points, guide strips, and a movable probe.
Application Example - Facial Makeup
For example, a user could move the application device 246 over his or her face and have RMAs 264 applied as a form of makeup to enhance the attractiveness of the face. These RMAs may comprise transparent dyes, or inks, or pigments that would even up the skin tone while retaining desirable details like beauty moles, add reddish color to cheeks, and hide flaws and scars in the skin, greatly enhancing the attractiveness of the skin to the human eye. Typically, in an embodiment the user would close his or her eyes and mouth to prevent exposure of them to the RMAs 264. In another embodiment the system would use feature identification to recognize sensitive areas such as eyes and restrict itself from applying RMAs 264 to those sensitive areas.
Touchups Once a 2-D surface map 233 and a printable enhancement image 234 for that face has been stored, they can be used repeatedly to quickly apply the RMAs 264 to the face with the application device 246, for example for quick daily cosmetic touchups.
Note that the printable enhancement image 234 may be both in a register in agreement with the attributes of areas of the face or in a register in opposition to those attributes. For example, a light area of skin may be left relatively light or may be darkened, depending on the desired effect calculated by the application algorithm 230.
Examples of Applications of the Present Invention
• Facial makeup; Suntan lotion ingredients could be added, such as SPS 15 sun block. For example, a mother might spray her child once a month for both appearance and sun protection.
• Lipstick;
• Eye-liner,
• Eyebrow makeup and shaping; • Tanning; • Nail polish;
• Simulated nylon stockings;
• Tattoos and specialty designs - permanent and temporary;
• Facial masks, for example for Halloween; • Body painting;
• Streaking Hair;
• Camouflage;
For example, to camouflage attributes of an area of skin, lighten areas on the bottom of the area of skin and darken areas on the top, since this reverses the natural and thus expected pattern with light from above.
• Severe Trauma makeup.
For example, makeup may be applied to simulate eyebrows on cancer patients who have lost their facial hair through chemotherapy or radiation treatments.
DETAILED DESCRIPTION OF EMBODIMENT - Tanning
In this embodiment, a device is provided to provide an artificial tanning that creates improved appearance over prior art devices.
Advantages and Disadvantages of Tanning Techniques Natural tanning through exposing the skin to sunlight or to light in tanning booths is a popular way that people use to increase their attractiveness. Natural tanning tends to smooth skin's appearance, which makes skin look more youthful. For example, unattractive flaws such as age spots, bumps, wrinkles, and pock marks typically appear in people's skin as they age. The human eye perceives these flaws because they'create contrasts in the lightness and darkness of areas of the skin, making the skin appear more irregular and less smooth. An age spot is typically darker than the areas around it. A bump often casts a shadow beneath it, in natural lighting conditions when the sun shines from above the person. A wrinkle is like a recessed trough in the skin, so that it is less exposed to light and has a darker appearance than the surfaces around it. Pock marks are similarly darker areas.
Natural tanning smoothes the appearance of such flaws by reducing contrasts of lightness and darkness on the surface of the skin. When an existing age spot is exposed to the sun, it typically is protected by its melanin so that it darkens to a limited degree, but the skin around it that is not protected by the same level of melanin darkens to a greater degree. The contrast between the age spot and surrounding skin thus becomes less. Similarly, a raised area such as a bump receives more sunlight on the upward facing side and therefore darkens more through exposure to sun than a shadowed area beneath the bump. The effect is to counter the dimensional appearance visualized by the shading. Areas around wrinkles and pock marks are darkened more than the shaded areas within them. Therefore, the darker central line of a wrinkle is relatively lightened, camouflaging the wrinkle. Even though the smoothing effect of natural tanning lies in these reductions of contrast, not in darkening skin per se, tans have become cultural norms of beauty in themselves in many circumstances such as summer days at the beach. Although tanning through sunlight or artificial light can certainly make skin appear smoother and more attractive, it has significant disadvantages. The weather is not always warm and sunny, and tanning booths charge for their services. Worst of all, exposing skin to increased UV light can unfortunately cause significant damage to the skin, such as skin cancer.
As a result, products such as tanning creams and spray-on lotions have been developed to simulate the attractive effects of tanning by darkening the appearance of the skin without exposing the skin to increased light. However, these products are typically not as successful in creating the illusion of smoothing skin, for the simple reason that they tend to darken all the areas of skin to which they are applied to the same degree, preserving the contrasts in lightness and darkness that make skin less attractive. For example an age spot is darkened and the area around is also darkened, so that the age spot is still darker than its surrounding area. Similarly, both the upper and lower portions of a bump are darkened, so that in normal lighting conditions with light from above, the lower portion of the bump is still darker than the upper portion. In addition, these products are manual and expensive, and their techniques are not precise enough to make specific enhancements at the pixel level, limiting their effectiveness.
Automatic Scanning. Analysis, and Pixel-Level Application to Simulate Tanning
In contrast, the present invention makes enhancements targeted to specific ranges of scanned spatial frequencies in a frexel to simulate natural tanning. This allows patterns in some spatial frequencies to be altered but patterns in other frequencies to be retained, through the application of an RMA of a single color, such as a brown or melanin color, to enhance attractiveness. For example, an RMA can be applied to reduce the contrast between areas of lightness and darkness by darkening selective areas of the skin, while retaining warm areas of colors, young-looking freckles, and beauty marks. Typically the RMA is applied in opposition to the data obtained by scanning, to darken selected light areas. The scanned data is analyzed to identify its reflectance and its topography, both of which are useful for determining precisely which frexels are to be darkened. Surface angles of features on the skin can be determined, as is done in gaming, to identify shading of surface textures.
To achieve an attractive smoothing effect, this process would not have to darken the skin as much as natural tanning by light requires. This is because this process can make very specific enhancements at the pixel level. For example, it can distinguish a darker age spot from a lighter area of skin, can specifically darken only the lighter area, and can darken the lighter area only to the lowest degree useful for visual enhancement.
Camouflaging a Bump through Simulated Tanning The present invention can identify a very small area with surface texture variations 400, shown in FIG. 12, representing a tiny bump, for example. It can apply an ink or dye to the apparently lighter portion 404 of the bump 400, apparently lighter because it is receiving more illumination by virtue of the surface angle relative to the light source, and not darken the shaded, apparently darker portion 406 underneath the bump. This reduces the light and dark contrast associated with the dimensionality of the bump, making the skin look smoother. Enhancing the Whole Skin through Simulated Tanning
By similarly making specific, pixel-level enhancements to potentially hundreds of thousands of bumps and other small irregularities on the skin, the overall visual perception of smoothness of the skin is greatly enhanced. For example, the lighter areas around wrinkles can be darkened, but not the recessed areas within the wrinkles, which tend to be shaded and thus already apparently dark, thereby camouflaging the wrinkles.
As a result, the skin will look darker overall, as with a natural tan, and attractively smoother, but desirable features such as freckles and color in the cheeks can be left un-enhanced and so can be retained, unlike the application of a darker base.
One-Color Enhancements through Simulated Tanning
The simulated tanning of the present invention provides for cosmetic enhancements througth the use of an ink or dye, or a chemically altering darkening agent, for example compounds used to simulate tanning, in one color instead of multiple colors such as cyan, magenta, yellow.
Because the human eye has less resolution for color than for luminance, enhancements that affect luminance alone may still greatly enhance perceived uniformity and attractiveness, even when used to camouflage colored defects such as acne or varicose veins.
Simulated Tanning for Enhancements to Large Areas
The techniques of the present invention may be applied not only to very small features, such as the bump 400, shown in Fig. 12, but to much large areas for skin. For example, it may be used to simulate muscle definition and to make breasts or cheekbones project by darkening the lower portions of these features, and lightening cleavage.
DETAILED DESCRIPTION OF EMBODIMENT - Handheld Mark Applicator
FIG. 47A is a side view of one embodiment of a handheld device for skin marks such as age spots, small scars, and varicose vein. FIG. 47B is a front view of the device of FIG.47 A, and FIG. 47C is a top cross sectional view along section AA' of FIG. 47B.
The mark applicator device 550 includes a housing 553 which provides an upper handle portion and a lower skin application portion. In this example, the device is about 1 1A by 2 inches (38 - 50 mm) wide and about 4-5 inches (100-127 mm) tall. In this example, an opening in bottom 554 of the housing is about 1A to 3A inch square (12.7 -19.2 mm square).
At least one light source is used. In this example, four light sources 551 are positioned in proximity to the 4 corners of a square tube. The light sources are typically white light LEDs, or combinations of LEDs such as red, green, and blue to produce a white light, but the sources may also be of varying wavelengths to provide additional data for mark recognition. In some cases, a single light source may be used. The advantages of using separate wavelength light sources include greater sensitivity, better color accuracy, and higher resolution. In the booth and movable handheld embodiments described above, however, these advantages may not overcome the practical difficulties and time required to sequence four different lighting conditions for each set of frexels. Most cameras are able to provide good color images from a white light source.
In the current embodiment, however, the camera is not moved, and it is more practical to obtain an image from each of several colors of light sources, and from the white light produced when all of the light sources are on. Thus some examples of this applicator include light sources of different wavelengths, thus providing a better white light and additional image data at a plurality of wavelengths in order to support more sophisticated feature recognition.
In general, the light source or sources in this and other embodiments may be of a variety of wavelengths including visible light, infrared, and ultraviolet. The infrared wavelengths provide a better penetration of the skin to support feature recognition.
The lower portion of the tube preferably has a reflective surface such as a shiny or brushed aluminum or steel so that the light sources reflect from the housing walls and provide a uniform lighting to the exposed skin area. These reflective surfaces are analogous to an optical fiber. A camera 552 captures images of the exposed area as described below. A print head 560 is moved across the opening in order to print a desired correction to the area, and to the mark in particular. Other components in the housing include a circuit board 562 and electronics; at least one RMA cartridge 564 and a battery 566. The term RMA is used here in the general sense and the cartridge or cartridges may contain pigments or other agents.
In operation, at step 7900 the device is placed over an area of skin which has a mark which the user desires to camouflage. The device is held in place for a predetermined period of time, or until the unit signals completion, such as with a status light or audible tone. The user then presses a switch on the housing (not shown) and the unit performs the following typical operations:
In response to the user pressing a switch on the housing at step 7910, the unit completes the following steps.
At step 7920, the camera captures a first image at ambient light with the camera of the area of skin exposed by the bottom opening. Even when the unit is pressed against the skin, some light travels through the skin and partially illuminates the area.
At step 7930, the light sources are turned on.
At step 7940, the camera captures a second image with the camera while the light sources are on. At step 7950, the unit analyzes the images, which may include the following steps. Subtracting the first image from the second image at step 7952; identifying the mark at step 7954; and determining a desired modified reflectance for the mark and adjacent skin at step 7956.
At step 7960, determining a desired amount of RMA to print on the mark to achieve the desired modification. A generally opaque and white RMA would typically be used to camouflage the small marks of this embodiment. The substance would be similar to a classical makeup base, but typically lighter or more white that the base. In one example, the RMA is a pure white, or is white in one wavelength, such as a light pink. The RMA is preferably lighter than the skin so that small amounts may be used over a mark in a manner than matches surrounding skin.
At step 7970, printing the correction in one or more print head passes. One example print method includes printing a portion of the desired correction in a first pass at step 7972; taking an image of the area of skin after printing the first portion at step 7974; analyzing the image at step 7976; adjusting the amount to be printed in the second pass according to the analysis of the image at step 7978; and printing at least a portion of the remaining correction amounts in a second pass at step 7979. Additional passes may be performed if desired. A "pass" in this example refers to the print head being moved over the skin area. All other components and the housing remain stationary. The second pass provides an opportunity to compare the predicted correction to the actual correction, and to compensate for the difference. For instance if less correction is printed than desired, the unit may print more than the remaining calculated amount in a second pass; and if more correction is printed than desired, then the unit may print less than the remaining calculated amount in a second pass.
DETAILED DESCRIPTION OF EMBODIMENT - Specialized Skin Region Applicator In this embodiment, a unit is provided to print a specialized area of the skin such as lips, or around the eyes. The unit may be provided as a booth-type fixture, but is preferably portable, such as a handheld device. The device may include a portable support such as a chinrest to provide stability and alignment.
In an example embodiment for lips and surrounding skin areas, a device similar to the handheld mark applicator of the embodiment described above may be used. The unit typically has several differences to the mark applicator. In this example, the unit is typically larger than the mark applicator, and the opening, may be of a shape such as an ellipse which more closely matches the skin region. Since the skin region may have substantial curvature, the print head typically has a z-axis capability to be moved closer to the skin or further from the skin as the head is moved over the region.
The multiple light sources as described in the above embodiment are effective for providing a "shading" analysis of frexel orientation over small areas. Since a region like the lips has larger shape features as well as local features, it is desirable to supplement the shading analysis with stereoscopy methods. For instance the use of two camera permits a comparison of the images to develop a stereoscopic analysis of the region, as well as a local shading analysis. The two approaches are thus complimentary. In this example, the device is placed over the lips; or in the case of a booth device, the lips are placed in the booth. Images are taken by a pair of cameras with multiple lights sources under various lighting conditions. The image data from one or both cameras can be used to determine frexel orientation as described above. The image data from both cameras can also be used to develop a stereoscopic analysis.
The analysis is used to develop a correction plan. The correction plan is executed by moving the print head over the region to apply one or more RMA- preferably in multiple passes. In this example, the print head has a z-axis control so that the head may be brought closer to the lips or further from the lips as necessary.
Alternate Embodiments For Other Surfaces than Skin
The present invention may be used to apply substances to other surfaces than skin, for example
• To foods such as cakes, cookies, other desserts, vegetables, fruits, meats, and fish to enhance their appearance or improve there nutritive content;
• To plants, including leaves and flowers, to enhance their appearance; • To clothing, furniture, walls, and floors to enhance their appearance; and
• To any absorptive surface.
Other Hardware and Software
It will also be apparent to those skilled in the art that different embodiments of the present invention may employ a wide range of possible hardware and of software techniques. For example the communication between a Web service provider and client business computers could take place through any number of links, including wired, wireless, infrared, or radio ones, and through other communication networks beside those cited, including any not yet in existence.
Also, the term computer is used here in its broadest sense to include personal computers, laptops, telephones with computer capabilities, personal data assistants (PDAs) and servers, and it should be recognized that it could include multiple servers, with storage and software functions divided among the servers. A wide array of operating systems, compatible e-mail services, Web browsers and other communications systems can be used to transmit messages among client applications and Web services.

Claims

CLAIMSWhat is claimed is:
1. A apparatus to improve the visual attractiveness of a region human skin, the apparatus comprising a housing; at least one light source, such that the light source may be turned on and off; at least one image receiving element; and at least one reflectance modifying agent application element, such that the reflectance modifying agent application element selectively applies a reflectance modifying agent to specific frexels according to the reflective properties of the frexels.
2. The apparatus of claim 1 wherein the housing is a booth.
3. The apparatus of claim 2 wherein the booth is a tanning booth.
4. The apparatus of claim 1 wherein the housing is a handheld device, such that the device may be manually moved over a region of skin.
5. The apparatus of claim 1 wherein the housing is a handheld device, such that the device may be manually placed over a skin mark to improve the appearance of the mark.
6. The apparatus of claim 1 wherein the housing is designed to be placed in proximity to a specialized region of skin such as around lips or eyes.
7. The apparatus of claim 1 wherein the reflectance modifying agent application element further comprises a drop control device.
8. The apparatus of claim 7 wherein the drop control device further comprises
At least one inkjet print head.
9. The apparatus of claim 1 wherein the light source is a plurality of light emitting diodes, such a first light emitting diode has a first wavelength of light emission, and a second light emitting diode has a second wavelength of light emission.
10. The apparatus of claim 1 wherein the light source further comprises a first light source oriented at a first angle with respect to the housing; and a second light source oriented at a first angle with respect to the housing.
11. A method to improve the visual attractiveness of a region human skin, the method comprising providing at least one reflectance modifying agent; allocating the region of skin into a plurality of frexels; measuring the reflective properties of each of the plurality of frexels; determining, from the reflective properties of each of the plurality of frexels, a correction plan comprising the desired amount of the reflectance modifying agent to apply to specific frexels; and executing the correction plan.
12. The method of claim 11 wherein providing at least one reflectance modifying agent further comprises providing a plurality of transparent dyes.
13. The method of claim 11 wherein measuring the reflective properties of each of the plurality of frexels further comprises providing a plurality of light sources which may be controlled to be on or off; creating a plurality of lighting conditions, each lighting condition comprising selecting an on or off state for each of the light sources; scanning the region of skin to obtain image data while repeating the plurality of lighting conditions; and determining from the image data, the reflectance of the plurality of frexels.
14. The method of claim 13 further comprising determining the position of a frexel being scanned.
15. The method of claim 14 further comprising determining from the image data, the tilt of the frexel with respect to a reference plane.
16. The method of claim 15 further comprising determining the local skin morphology from the tilt of the frexel and the tilt of other frexels in proximity to the frexel.
17. The method of claim 11 wherein determining, from the reflective properties of each of the plurality of frexels, a correction plan comprising the desired amount of the reflectance modifying agent to apply to specific frexels further comprises building a map of the actual region of skin, such that the map comprises the location and reflectance of each of the plurality of frexels; building an idealized map by removing a portion of the middle frequency components from the map of the actual region of skin, analyzing the map of the actual region of skin to determine skin features, and determining corrections and enhancements to the skin features, and accepting optional manual input for corrections and enhancements.
18. The method of claim 11 wherein executing the correction plan further comprises directing a scanner and printer unit over the region of skin; using the scanner to determine location; determining, from the location, a desired correction; and applying at least a portion of the correction to the skin.
19. The method of claim 11 wherein the reflectance modifying agent comprises at least three different colors of transparent dyes, such that a desired correction for a frexel may be obtained by applying specified amounts of each of the three colors of transparent dyes.
20. The method of claim 11 wherein executing the correction plan further comprises making multiple passes of scanning and printing over an area of skin.
PCT/US2006/031657 2005-08-12 2006-08-14 System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin WO2007022095A1 (en)

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JP2008526284A JP5254790B2 (en) 2005-08-12 2006-08-14 System and method for applying a reflex modifier to improve the visual appeal of human skin
AT06789746T ATE546294T1 (en) 2005-08-12 2006-08-14 SYSTEM AND METHOD FOR DELIVERING A REFLECTION MODIFICATION AGENT TO IMPROVE THE APPEARANCE OF HUMAN SKIN
EP11160161.3A EP2335576B8 (en) 2005-08-12 2006-08-14 System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin
CN2006800375608A CN101287607B (en) 2005-08-12 2006-08-14 System and method for spraying reflectivity modifier to improve skin appearance
EP06789746A EP1912795B1 (en) 2005-08-12 2006-08-14 System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin
AU2006279652A AU2006279652B2 (en) 2005-08-12 2006-08-14 System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin
CA2618519A CA2618519C (en) 2005-08-12 2006-08-14 System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin
HK09103195.8A HK1125339A1 (en) 2005-08-12 2009-04-03 System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin

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Cited By (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2008100878A1 (en) * 2007-02-12 2008-08-21 Yeager Rick B System and method for applying a reflectance modifying agent to change a person's appearance based on a digital image
WO2008150928A1 (en) * 2007-05-29 2008-12-11 Edgar Albert D Apparatus and method for the precision application of cosmetics
WO2008098235A3 (en) * 2007-02-11 2009-01-08 Rick B Yeager System and method for providing simulated images through cosmetic monitoring
WO2009036876A1 (en) * 2007-09-13 2009-03-26 Beiersdorf Ag Selective product applicator
WO2009036924A1 (en) * 2007-09-13 2009-03-26 Beiersdorf Ag Method for reducing wrinkles
WO2009036925A1 (en) * 2007-09-13 2009-03-26 Beiersdorf Ag Method for reducing age spots
US8027505B2 (en) 2007-02-11 2011-09-27 Tcms Transparent Beauty Llc System and method for providing simulated images through cosmetic monitoring
JP2011527752A (en) * 2008-07-10 2011-11-04 ロレアル Make-up method and apparatus for carrying out the method
JP2011527590A (en) * 2008-07-10 2011-11-04 ロレアル Method for making up and apparatus for carrying out this method
US8184901B2 (en) 2007-02-12 2012-05-22 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent to change a person's appearance based on a digital image
US8915562B2 (en) 2005-08-12 2014-12-23 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin
US8942775B2 (en) 2006-08-14 2015-01-27 Tcms Transparent Beauty Llc Handheld apparatus and method for the automated application of cosmetics and other substances
EP2976964A4 (en) * 2013-03-22 2016-04-06 Panasonic Ip Man Co Ltd Makeup support device, makeup support method, and makeup support program
EP3154416A2 (en) * 2014-06-13 2017-04-19 The Procter & Gamble Company Apparatus and methods for modifying keratinous surfaces
JP2017528180A (en) * 2014-07-25 2017-09-28 ザ プロクター アンド ギャンブル カンパニー Hand-held treatment device for modifying the keratinous surface
US10092082B2 (en) 2007-05-29 2018-10-09 Tcms Transparent Beauty Llc Apparatus and method for the precision application of cosmetics
US10486174B2 (en) 2007-02-12 2019-11-26 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent electrostatically to improve the visual attractiveness of human skin
WO2020061514A1 (en) * 2018-09-21 2020-03-26 L'oreal A system for sensing and associating a condition on a body part of the user with a three-dimensional environment when using a cosmetic device
WO2021080994A1 (en) * 2019-10-24 2021-04-29 L'oreal System and method for changing a cosmetic formulation attribute
EP3816932A4 (en) * 2018-07-16 2021-08-11 Honor Device Co., Ltd. Skin detection method and electronic device
US11234594B2 (en) 2015-06-15 2022-02-01 E.S.I Novel Ltd. Systems and methods for adaptive skin treatment
WO2022140021A1 (en) * 2020-12-21 2022-06-30 Johnson & Johnson Consumer Inc. Device and method for continuous even application of composition to skin
US11745000B2 (en) 2018-12-27 2023-09-05 Johnson & Johnson Consumer Inc. Device and method for selective application of topical composition using dynamic threshold values
US12011561B2 (en) 2020-08-03 2024-06-18 Johnson & Johnson Consumer Inc. System and method for selective application of cosmetic composition to impart undereye brightening

Families Citing this family (144)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090163809A1 (en) * 2004-06-03 2009-06-25 Kane Scott D Medical method and associated apparatus utilizable in accessing internal organs through skin surface
US7324688B2 (en) * 2005-02-14 2008-01-29 Mitsubishi Electric Research Laboratories, Inc. Face relighting for normalization of directional lighting
US7890152B2 (en) * 2007-02-11 2011-02-15 Tcms Transparent Beauty Llc Handheld apparatus and method for the automated application of cosmetics and other substances
EP2180832A2 (en) * 2007-08-22 2010-05-05 Koninklijke Philips Electronics N.V. Method and apparatus for the optical characterization of surfaces
US7995816B2 (en) * 2007-09-24 2011-08-09 Baxter International Inc. Detecting access disconnect by pattern recognition
EP2255173B1 (en) * 2008-03-18 2018-01-24 Balter, Inc. Optical method for determining morphological parameters and physiological properties of skin tissue
US8812357B2 (en) * 2008-04-29 2014-08-19 Tracy Hughes Automated tanning system
US8425477B2 (en) 2008-09-16 2013-04-23 Elc Management Llc Method and system for providing targeted and individualized delivery of cosmetic actives
US8358348B2 (en) * 2008-05-09 2013-01-22 Elc Management Llc Method and system for automatic or manual evaluation to provide targeted and individualized delivery of cosmetic actives in a mask or patch form
US8597667B2 (en) 2008-05-09 2013-12-03 Elc Management Llc Targeted and individualized cosmetic delivery
FR2933582B1 (en) * 2008-07-10 2011-10-07 Oreal DEVICE FOR TREATING HUMAN KERATINIC MATERIALS
FR2933584B1 (en) * 2008-07-10 2011-12-23 Oreal METHODS OF TREATING KERATINIC MATERIALS AND APPARATUS FOR CARRYING OUT SAID METHODS
FR2933586B1 (en) * 2008-07-10 2011-10-14 Oreal DEVICE FOR APPLYING A PRODUCT TO HUMAN KERATIN FIBERS
FR2933583B1 (en) * 2008-07-10 2011-10-07 Oreal DEVICE FOR APPLYING A COMPOSITION ON HUMAN KERATINIC MATERIALS
FR2933585B1 (en) * 2008-07-10 2011-10-14 Oreal METHOD FOR MAKING THE SKIN FROM A COLOR MEASUREMENT THEREOF
CN101650775B (en) * 2008-08-15 2011-09-14 深圳市飞瑞斯科技有限公司 Uniform light source-based human face recognition device
US8491926B2 (en) * 2008-09-16 2013-07-23 Elc Management Llc Method and system for automatic or manual evaluation to provide targeted and individualized delivery of cosmetic actives in a mask or patch form
JP5521172B2 (en) * 2008-09-22 2014-06-11 公益財団法人ヒューマンサイエンス振興財団 Image printing device
JP2012509692A (en) * 2008-11-13 2012-04-26 ティーシーエムエス テック2, エルエルシー Method and apparatus for accurate deposition of hair care agents
US20100224205A1 (en) * 2008-12-09 2010-09-09 Shekhar Mitra Device and methods for modifying keratinous surfaces
CN102281794A (en) * 2009-01-16 2011-12-14 宝洁公司 Apparatus and methods for modifying keratinous surfaces
US20100208048A1 (en) * 2009-02-19 2010-08-19 Jennifer Cha Digital image storage system and human body data comparison method for medical and aesthetic applications
JP5071430B2 (en) 2009-04-23 2012-11-14 トヨタ自動車株式会社 Disc brake device
JP2011041036A (en) * 2009-08-12 2011-02-24 Sony Corp Image processing apparatus, image processing method, and electronic equipment
US8855751B2 (en) * 2010-02-26 2014-10-07 Empire Technology Development Llc Multidirectional scan and algorithmic skin health analysis
KR101619342B1 (en) * 2010-02-26 2016-05-11 (주)아모레퍼시픽 System and method for detecting skin color
US8591413B2 (en) * 2010-02-26 2013-11-26 Empire Technology Development Llc Echogram detection of skin conditions
US9202310B2 (en) * 2010-04-13 2015-12-01 Disney Enterprises, Inc. Physical reproduction of reflectance fields
EP2433805B1 (en) * 2010-09-28 2014-04-23 BlackBerry Limited Portable electronic device and method of controlling the electronic device to output information
US8590543B2 (en) 2010-11-17 2013-11-26 Mattel, Inc. Hair extension kit
EP2713872A4 (en) * 2011-05-26 2014-10-22 3Derm Systems Llc Stereoscopic plug-and-play dermatoscope and web interface
SG11201404126WA (en) * 2012-01-18 2014-08-28 Covidien Lp Wireless relay module for monitoring network status
US10660561B2 (en) * 2012-02-25 2020-05-26 Massachusetts Institute Of Technology Personal skin scanner system
US9668653B2 (en) * 2012-03-15 2017-06-06 Access Business Group International Llc, A Michigan Limited Liability Company Quantification of under-eye skin color
JP6253660B2 (en) * 2012-11-30 2017-12-27 コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. Computer program, apparatus, device and system for estimating user's fall risk
WO2014083538A1 (en) * 2012-11-30 2014-06-05 Koninklijke Philips N.V. Method and apparatus for identifying transitions between sitting and standing postures
US20140378810A1 (en) * 2013-04-18 2014-12-25 Digimarc Corporation Physiologic data acquisition and analysis
AT514407B1 (en) * 2013-06-06 2015-06-15 Andreas Wampl Process for the preparation of a tattoo dye
US9458990B2 (en) * 2013-08-01 2016-10-04 3Gen, Inc. Dermoscopy illumination device with selective polarization and orange light for enhanced viewing of pigmented tissue
US10010704B2 (en) * 2013-08-23 2018-07-03 Elwha Llc Systems, methods, and devices for delivering treatment to a skin surface
US9557331B2 (en) 2013-08-23 2017-01-31 Elwha Llc Systems, methods, and devices for assessing microbiota of skin
US9805171B2 (en) 2013-08-23 2017-10-31 Elwha Llc Modifying a cosmetic product based on a microbe profile
US10152529B2 (en) 2013-08-23 2018-12-11 Elwha Llc Systems and methods for generating a treatment map
JP6268827B2 (en) * 2013-09-05 2018-01-31 カシオ計算機株式会社 Nail printing apparatus and printing method for nail printing apparatus
JP6273640B2 (en) * 2013-10-23 2018-02-07 パナソニックIpマネジメント株式会社 Captured image display device
FR3015888B1 (en) 2013-12-27 2017-03-31 Oreal DEVICE FOR MAKE-UP BY TRANSFERRING KERATINIC MATERIALS
FR3015872B1 (en) * 2013-12-27 2017-03-24 Oreal MAKE-UP DEVICE COMPRISING A PLURALITY OF COSMETIC INKS
FR3015889B1 (en) 2013-12-27 2016-02-05 Oreal DEVICE FOR MAKE-UP BY TRANSFERRING KERATINIC MATERIALS
FR3015870B1 (en) 2013-12-27 2016-02-05 Oreal DEVICE FOR MAKE-UP BY TRANSFERRING KERATINIC MATERIALS.
FR3015927A1 (en) 2013-12-27 2015-07-03 Oreal TRANSFER MAKEUP METHOD AND ASSOCIATED DEVICE.
FR3015887B1 (en) 2013-12-27 2017-03-24 Oreal DEVICE AND METHOD FOR MAKE-UP BY TRANSFERRING KERATINIC MATERIALS
TWI518583B (en) * 2014-04-18 2016-01-21 三緯國際立體列印科技股份有限公司 Three dimensional printing apparatus and method for detecting printing anomaly
USD791933S1 (en) 2014-06-09 2017-07-11 The Procter & Gamble Company Cosmetic device
USD750772S1 (en) 2014-06-09 2016-03-01 The Procter & Gamble Company Applicator tip for cosmetic device
USD750225S1 (en) 2014-06-09 2016-02-23 The Procter & Gamble Company Cosmetic device in charging station
US10518291B2 (en) 2014-06-13 2019-12-31 The Procter & Gamble Company Device and methods for modifying surfaces
CA2949129C (en) 2014-06-13 2020-06-30 The Procter & Gamble Company Apparatus and methods for modifying keratinous surfaces
JP6374991B2 (en) 2014-06-13 2018-08-15 ザ プロクター アンド ギャンブル カンパニー Cartridge for attaching treatment composition to keratinous surface
KR101904709B1 (en) 2014-06-13 2018-10-08 더 프록터 앤드 갬블 캄파니 Apparatus and methods for modifying keratinous surfaces
CN106488763A (en) * 2014-06-13 2017-03-08 宝洁公司 Change treatment compositions, equipment and the method for keratinous surfaces
US10156036B2 (en) 2014-06-13 2018-12-18 The Procter & Gamble Company Device and methods for applying compositions to fabric surfaces
US20160114349A1 (en) 2014-06-13 2016-04-28 The Procter & Gamble Company Device and methods for depositing materials on hard surfaces
EP3154417A2 (en) 2014-06-13 2017-04-19 The Procter & Gamble Company Apparatus and methods for modifying keratinous surfaces
US20160022009A1 (en) * 2014-07-25 2016-01-28 The Procter & Gamble Company Handheld treatment apparatus for modifying keratinous surfaces
US9955769B2 (en) 2014-07-25 2018-05-01 The Procter & Gamble Company Applicator heads for handheld treatment apparatus for modifying keratinous surfaces
US10314378B2 (en) 2014-07-25 2019-06-11 The Procter & Gamble Company Cartridge assembly for a dispensing device
US11083880B2 (en) 2014-07-25 2021-08-10 The Procter & Gamble Company Angled cartridge assembly for a dispensing device
US10188193B2 (en) 2014-07-25 2019-01-29 The Procter & Gamble Company Applicator heads for handheld treatment apparatus for modifying keratinous surfaces
GB201415611D0 (en) 2014-09-03 2014-10-15 Univ Strathclyde Apparatus for topical application of material
US10553006B2 (en) * 2014-09-30 2020-02-04 Tcms Transparent Beauty, Llc Precise application of cosmetic looks from over a network environment
US10219737B2 (en) * 2014-12-11 2019-03-05 Skin Depth Inc. Topical product dispensing tool
US10004885B2 (en) 2015-05-22 2018-06-26 L'oreal Imaging applicator for treating skin conditions
US10071233B2 (en) * 2015-05-22 2018-09-11 L'oreal Point applicator for treating skin conditions
EP3310425B1 (en) * 2015-05-22 2021-01-20 L'Oréal Applicators for treating skin conditions
US10076646B2 (en) 2015-05-22 2018-09-18 L'oreal Rolling applicator for treating skin conditions
US20160361240A1 (en) 2015-06-11 2016-12-15 The Procter & Gamble Company Apparatus and methods for modifying keratinous surfaces
US9949547B2 (en) 2015-06-11 2018-04-24 The Procter & Gamble Company Cartridges for use in an apparatus for modifying keratinous surfaces
EP3307129A1 (en) 2015-06-11 2018-04-18 The Procter and Gamble Company Device and methods for applying compositions to surfaces
US9962532B2 (en) 2015-06-11 2018-05-08 The Procter & Gamble Company Cartridges for use in an apparatus for modifying keratinous surfaces
USRE49230E1 (en) 2015-06-11 2022-10-04 The Procter & Gamble Company Cartridges for use in an apparatus for modifying keratinous surfaces
US11116302B2 (en) 2015-06-11 2021-09-14 The Procter & Gamble Company Apparatus and methods for modifying keratinous surfaces
US9789683B2 (en) * 2015-07-09 2017-10-17 Funai Electric Co., Ltd. Ejection device
CN107924462A (en) 2015-08-24 2018-04-17 皇家飞利浦有限公司 Server-client framework in digital pathology
US9811717B2 (en) 2015-09-04 2017-11-07 Qiang Li Systems and methods of robotic application of cosmetics
US9607347B1 (en) 2015-09-04 2017-03-28 Qiang Li Systems and methods of 3D scanning and robotic application of cosmetics to human
US9616668B1 (en) 2015-12-07 2017-04-11 The Procter & Gamble Company Servicing cassettes for handheld fluid jet apparatuses for use in modifying surfaces
US10391042B2 (en) 2015-12-07 2019-08-27 The Procter & Gamble Company Treatment compositions, apparatus and methods for modifying keratinous surfaces
US10166799B2 (en) 2015-12-07 2019-01-01 The Procter & Gamble Company Service stations for handheld fluid jet apparatuses
US11590782B2 (en) 2015-12-07 2023-02-28 The Procter & Gamble Company Systems and methods for providing a service station routine
US9616692B1 (en) 2015-12-07 2017-04-11 The Procter & Gamble Company Systems and methods for providing a service interface mechanism
US11077689B2 (en) 2015-12-07 2021-08-03 The Procter & Gamble Company Systems and methods for providing a service station routine
US9782971B2 (en) 2015-12-07 2017-10-10 The Procter & Gamble Company Cartridge servicing cases for fluid jet cartridge
JP6574074B2 (en) 2016-02-08 2019-09-11 イクアリティ コスメティクス インコーポレイテッドEquality Cosmetics, Inc. Apparatus and method for formulating and dispensing visually customized cosmetics
KR101783314B1 (en) 2016-03-09 2017-10-23 스케치온 주식회사 Solution system, device and method for image printing in human skin
CN109152628A (en) * 2016-04-12 2019-01-04 Tcms剔透美丽有限责任公司 The targeting of dental care compound deposits
KR102509934B1 (en) * 2016-08-01 2023-03-15 엘지전자 주식회사 Mobile terminal and operating method thereof
USD838411S1 (en) 2016-10-14 2019-01-15 The Procter & Gamble Company Service station for a cosmetic device
USD836244S1 (en) 2016-10-14 2018-12-18 The Procter & Gamble Company Hand held cosmetic device
US11122206B2 (en) 2016-11-08 2021-09-14 Preh Holding, Llc Personal care device with camera
US10511777B2 (en) 2016-11-08 2019-12-17 Thomas Nichols Personal care device with camera
WO2018117020A1 (en) * 2016-12-20 2018-06-28 株式会社資生堂 Application control device, application control method, program, and recording medium
WO2018160720A1 (en) * 2017-03-01 2018-09-07 Canfield Scientific, Incorporated Three dimensional image capture
CN106991379B (en) * 2017-03-09 2020-07-10 Oppo广东移动通信有限公司 Human skin recognition method and device combined with depth information and electronic device
US10671971B1 (en) 2017-03-29 2020-06-02 Stealhnetwork Communications, Inc. RFID inventory and mapping system
US11090238B2 (en) 2017-06-16 2021-08-17 The Procter & Gamble Company Array of cosmetic compositions for camouflaging tonal imperfections
CA3064493C (en) * 2017-06-16 2022-08-09 The Procter & Gamble Company Personal care device with audible feedback
BR112019026855B1 (en) 2017-06-16 2023-01-24 The Procter & Gamble Company COMPUTER-ASSISTED COLORIMETRIC MAKE-UP METHOD TO CAMOUFLAGE SKIN COLOR ABNORMALITIES
EP3661476A4 (en) 2017-07-25 2021-07-21 Blee. LLC System and device for customization of cosmetics
US20190029396A1 (en) * 2017-07-25 2019-01-31 Laurel Corrinne KAGAY Tanning methods and articles therefor
US20190073448A1 (en) * 2017-09-05 2019-03-07 International Business Machines Corporation Monitoring and determining the state of health of a user
CN109508587A (en) * 2017-09-15 2019-03-22 丽宝大数据股份有限公司 Biological information analytical equipment and its bottom adornment analysis method
KR101856909B1 (en) * 2017-10-26 2018-05-10 박창식 Apparatus for Measuring Skin Condition with Multiple Lights
US10646022B2 (en) 2017-12-21 2020-05-12 Samsung Electronics Co. Ltd. System and method for object modification using mixed reality
JP2019115653A (en) * 2017-12-26 2019-07-18 パナソニックIpマネジメント株式会社 Body appearance correction support method and device, and computer program
US10441379B2 (en) 2017-12-28 2019-10-15 3Gen, Inc. Multipurpose medical illuminator with magnification
US10433630B2 (en) * 2018-01-05 2019-10-08 L'oreal Cosmetic applicator system including trackable cosmetic device, and client device to assist users in makeup application
US10610471B2 (en) 2018-02-01 2020-04-07 The Procter & Gamble Company Cosmetic ink composition comprising a surface tension modifier
US10849843B2 (en) 2018-02-01 2020-12-01 The Procter & Gamble Company Stable cosmetic ink composition
WO2019152579A1 (en) 2018-02-01 2019-08-08 The Procter & Gamble Company System and method for dispensing material
US10813857B2 (en) 2018-02-01 2020-10-27 The Procter & Gamble Company Heterogenous cosmetic ink composition for inkjet printing applications
EP3530179A1 (en) * 2018-02-27 2019-08-28 Koninklijke Philips N.V. Obtaining images for use in determining one or more properties of skin of a subject
US10271629B1 (en) 2018-05-29 2019-04-30 Equality Cosmetics, Inc. Cosmetics portioning machine
US10575623B2 (en) 2018-06-29 2020-03-03 Sephora USA, Inc. Color capture system and device
CN111053356A (en) * 2018-10-17 2020-04-24 丽宝大数据股份有限公司 Electronic cosmetic mirror device and display method thereof
DE102018126568A1 (en) * 2018-10-24 2020-04-30 J. Wagner Gmbh Method of applying a cosmetic substance to a person's skin
JP2020085856A (en) * 2018-11-30 2020-06-04 ポーラ化成工業株式会社 Estimation device, estimation method and estimation program
CN109591059B (en) * 2018-12-07 2020-12-11 安徽省华腾农业科技有限公司经开区分公司 Extended rotary shaver
FR3090949B1 (en) * 2018-12-20 2020-12-25 Thales Sa PROCESS FOR CHARACTERIZING PIGMENTARY ORDERS OF AN INDIVIDUAL
CN113226171B (en) * 2018-12-27 2024-05-28 强生消费者公司 Device and method for applying a topical composition guided by a projection reference
CN109646178B (en) * 2019-01-30 2024-01-12 深圳市启明医药科技有限公司 Control device, control method and storage medium based on micro-droplet ejection device
US11030798B2 (en) 2019-01-30 2021-06-08 Perfect Mobile Corp. Systems and methods for virtual application of makeup effects based on lighting conditions and surface properties of makeup effects
JP2021000761A (en) * 2019-06-21 2021-01-07 ロレアル Cosmetic ink application device and cosmetic ink application method
CA3151360A1 (en) 2019-08-16 2021-02-25 Johnson & Johnson Consumer Inc. Device and method for application of cosmetic compositions through a grated end effector
US11395714B2 (en) 2019-11-11 2022-07-26 Dermlite Llc Medical illuminator with variable polarization
US11657481B2 (en) * 2019-11-18 2023-05-23 Shinyfields Limited Systems and methods for selective enhancement of skin features in images
USD1000624S1 (en) 2019-12-27 2023-10-03 Thomas Nichols Personal care device with camera
US11615486B2 (en) * 2020-02-12 2023-03-28 Blue River Technology Inc. Upward facing light sensor for plant detection
KR102167185B1 (en) * 2020-03-18 2020-10-19 이승락 Skin test method and cosmetic composition manufacturing method using the same
CN113496459A (en) * 2020-04-01 2021-10-12 华为技术有限公司 Make-up assisting method, terminal device, storage medium, and program product
BR112022026002A2 (en) * 2020-06-30 2023-01-17 Johnson & Johnson Consumer Inc DEVICE AND METHOD FOR CONTROLLING THE TREATMENT OF A SKIN CONDITION WITH THE USE OF A FLAG
WO2022040392A1 (en) 2020-08-19 2022-02-24 Blee.LLC System and device for customization of cosmetics
US11900556B2 (en) * 2021-06-30 2024-02-13 L'oreal Generation of digital 3D models of body surfaces with automatic feature identification
WO2024077379A1 (en) * 2022-10-11 2024-04-18 Fitskin Inc. Systems and methods for improved skin tone rendering in digital images
CN116603716B (en) * 2023-04-28 2024-03-29 宁波市融嘉轻合金科技有限公司 Die casting surface treatment method, system, intelligent terminal and storage medium

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1304056A2 (en) 2001-10-22 2003-04-23 Hewlett-Packard Company Cosmetic applicator
EP1495781A2 (en) 2003-03-21 2005-01-12 Hewlett-Packard Development Company, L.P. Cartridge for a device for targeted epithelial delivery of medicinal and related agents

Family Cites Families (167)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4190056A (en) * 1977-10-31 1980-02-26 General Medical Company Method and means for recording sweat gland activity
US4401122A (en) * 1979-08-02 1983-08-30 Children's Hospital Medical Center Cutaneous methods of measuring body substances
JPS59171280A (en) 1983-03-17 1984-09-27 Sumitomo Electric Ind Ltd Picture display device for medical use
JPS59171280U (en) 1983-05-02 1984-11-15 三谷セキサン株式会社 perforated tube
US4628356A (en) 1984-10-15 1986-12-09 Imagex, Inc. Digital X-ray scanner
JPS61215306A (en) 1985-03-19 1986-09-25 Nippon Kanko Shikiso Kenkyusho:Kk Novel skin-beautifying agent
US4807991A (en) * 1986-04-07 1989-02-28 Electro-Organic Company Method of inspecting and repairing a structural defect in the surface of an object
US4882492A (en) * 1988-01-19 1989-11-21 Biotronics Associates, Inc. Non-invasive near infrared measurement of blood analyte concentrations
CA2005616C (en) * 1988-12-16 2000-05-09 Shigeo Iizuka Liquid dispenser
US5016173A (en) * 1989-04-13 1991-05-14 Vanguard Imaging Ltd. Apparatus and method for monitoring visually accessible surfaces of the body
US5241468A (en) 1989-04-13 1993-08-31 Vanguard Imaging Ltd. Apparatus and method for spectral enhancement of body-surface images to improve sensitivity of detecting subtle color features
US5027817A (en) * 1989-06-22 1991-07-02 New York University Statistical based display for positron emission tomography scans
GB9115275D0 (en) * 1991-07-15 1991-08-28 Unilever Plc Colour cosmetic spray system
US7549424B2 (en) * 1991-10-18 2009-06-23 Pro Surg, Inc. Method and apparatus for tissue treatment with laser and electromagnetic radiation
JPH05281041A (en) * 1992-03-31 1993-10-29 Omron Corp Spectroscope
US7970620B2 (en) * 1992-11-17 2011-06-28 Health Hero Network, Inc. Multi-user remote health monitoring system with biometrics support
JPH06201468A (en) * 1992-12-25 1994-07-19 Hiroshi Maeda Led light emitting spectroscope
US5431911A (en) 1993-06-21 1995-07-11 Reynolds; Diane S. Skin treatment composition
JP3236731B2 (en) * 1994-02-23 2001-12-10 カネボウ株式会社 Skin surface analysis system and skin surface analysis method
US5714007A (en) 1995-06-06 1998-02-03 David Sarnoff Research Center, Inc. Apparatus for electrostatically depositing a medicament powder upon predefined regions of a substrate
GB2304187B (en) * 1995-08-07 1998-12-30 Dia Stron Ltd Translucency measurement
US6385487B1 (en) 1996-05-08 2002-05-07 Biophoretic Therapeutic Systems, Llc Methods for electrokinetic delivery of medicaments
US6151031A (en) * 1996-09-09 2000-11-21 Hewlett-Packard Company Map builder system and method for enabling generic interfacing of an application with a display map generation process in a management system
CA2192036A1 (en) 1996-12-04 1998-06-04 Harvey Lui Fluorescence scope system for dermatologic diagnosis
US6122042A (en) 1997-02-07 2000-09-19 Wunderman; Irwin Devices and methods for optically identifying characteristics of material objects
WO1998037811A1 (en) 1997-02-28 1998-09-03 Electro-Optical Sciences, Inc. Systems and methods for the multispectral imaging and characterization of skin tissue
JP3912834B2 (en) * 1997-03-06 2007-05-09 有限会社開発顧問室 Face image correction method, makeup simulation method, makeup method, makeup support apparatus, and foundation transfer film
JPH1119050A (en) 1997-07-01 1999-01-26 Nippon Colin Co Ltd Image transmitting device for medical treatment
JPH1119051A (en) 1997-07-07 1999-01-26 Nippon Colin Co Ltd Image transmitting device for medical treatment
US6022124A (en) * 1997-08-19 2000-02-08 Ppt Vision, Inc. Machine-vision ring-reflector illumination system and method
US6459919B1 (en) * 1997-08-26 2002-10-01 Color Kinetics, Incorporated Precision illumination methods and systems
EP1026999B1 (en) * 1997-10-08 2006-06-07 The General Hospital Corporation Phototherapy systems
KR100253203B1 (en) * 1997-10-29 2000-04-15 구자홍 The objection extraction method using motion picture
EP0931649A3 (en) * 1998-01-27 2000-04-26 Eastman Kodak Company Apparatus and method for making a contoured surface having complex topology
US6578276B2 (en) * 1998-01-27 2003-06-17 Eastman Kodak Company Apparatus and method for marking multiple colors on a contoured surface having a complex topography
US6487440B2 (en) * 1998-07-08 2002-11-26 Lifespex, Inc. Optical probe having and methods for difuse and uniform light irradiation
US6292277B1 (en) * 1998-10-16 2001-09-18 Lextron Systems, Inc. Method and apparatus for creating a white-light interference hologram from PC input photographic data
DE19850350C1 (en) 1998-11-02 2000-09-28 Jena Optronik Gmbh Method and device for generating data for the diagnosis of the degree of damage to a patient's skin tissue
JP4230113B2 (en) 1998-11-03 2009-02-25 シェード アナライジング テクノロジーズ インコーポレイテッド Interactive dental treatment network
US6396599B1 (en) * 1998-12-21 2002-05-28 Eastman Kodak Company Method and apparatus for modifying a portion of an image in accordance with colorimetric parameters
US6286517B1 (en) * 1998-12-22 2001-09-11 Pearl Technology Holdings, Llc Fingernail and toenail decoration using ink jets
US5931166A (en) 1998-12-22 1999-08-03 Weber; Paul J. Fingernail decorating
US6341831B1 (en) 1999-03-09 2002-01-29 Paul J. Weber Skin decoration apparatus and method
US6477410B1 (en) 2000-05-31 2002-11-05 Biophoretic Therapeutic Systems, Llc Electrokinetic delivery of medicaments
JP2000331167A (en) 1999-05-25 2000-11-30 Medeikku Engineering:Kk Method and device for collating facial image
US6571003B1 (en) * 1999-06-14 2003-05-27 The Procter & Gamble Company Skin imaging and analysis systems and methods
CA2374040C (en) * 1999-07-02 2010-10-19 Hypermed Imaging, Inc. Integrated imaging apparatus
US6293284B1 (en) * 1999-07-07 2001-09-25 Division Of Conopco, Inc. Virtual makeover
FR2799022B1 (en) * 1999-09-29 2002-02-01 Oreal MAKEUP ASSISTANCE DEVICE AND ASSEMBLY CONSISTING OF SUCH A DEVICE AND A DEVICE FOR DELIVERING A PRODUCT HAVING A PREDETERMINED BRDF, SELECTED BY THE MAKEUP ASSISTANCE DEVICE
IL132290A0 (en) 1999-10-08 2001-03-19 Ultra Cure Ltd A method and device for affecting an object by acoustic radiation
JP3729692B2 (en) * 1999-10-19 2005-12-21 株式会社資生堂 Surface state analysis method
US6312124B1 (en) * 1999-10-27 2001-11-06 Hewlett-Packard Company Solid and semi-flexible body inkjet printing system
US6993167B1 (en) * 1999-11-12 2006-01-31 Polartechnics Limited System and method for examining, recording and analyzing dermatological conditions
US6250927B1 (en) 1999-11-29 2001-06-26 Jean Narlo Cosmetic application training system
US20030060810A1 (en) * 2000-02-16 2003-03-27 Diego Syrowicz Method and apparatus for treating and/or removing an undesired presence on the skin of an individual
WO2001077976A2 (en) 2000-03-28 2001-10-18 Eyeweb, Inc. Image segmenting to enable electronic shopping for wearable goods and cosmetic services
US20020064302A1 (en) * 2000-04-10 2002-05-30 Massengill R. Kemp Virtual cosmetic autosurgery via telemedicine
FR2810539B1 (en) 2000-06-26 2004-05-07 Oreal PROCESS AND DEVICE FOR TREATING, PARTICULARLY MAKEUP, COLORING OR COSMETIC CARE, OF PARTS OR THE WHOLE OF THE HUMAN OR ANIMAL BODY
FR2810761B1 (en) 2000-06-26 2003-09-05 Oreal COSMETIC TREATMENT PROCESS AND DEVICE, IN PARTICULAR FOR CARE, MAKE-UP OR COLORING
JP2002011106A (en) 2000-06-28 2002-01-15 Nidek Co Ltd Laser therapeutic apparatus
JP4842424B2 (en) 2000-07-07 2011-12-21 株式会社ナリス化粧品 Method for measuring and evaluating skin texture, and use of a composition that exhibits effectiveness by the method
FR2812532B1 (en) * 2000-08-01 2003-07-04 Oreal METHOD FOR ACQUIRING AN IMAGE OF A NON-DERMATHOGLYPHIC ZONE OF THE SKIN OR A HAIR ZONE BY MEANS OF AN ACQUISITION DEVICE INCLUDING A NON-OPTICAL SENSOR
KR100398362B1 (en) * 2000-09-01 2003-09-19 스펙트론 테크 주식회사 Method and apparatus for measuring skin moisture by using near-infrared reflectance spectroscopy
US6959119B2 (en) 2000-11-03 2005-10-25 Unilever Home & Personal Care Usa Method of evaluating cosmetic products on a consumer with future predictive transformation
US8360973B2 (en) 2000-11-29 2013-01-29 L'oreal Process for acquiring scanned image data relating to an external body portion and/or a product applied thereto
US20020065452A1 (en) * 2000-11-29 2002-05-30 Roland Bazin Process for diagnosing conditions of external body portions and features of products applied thereto
FR2817745B1 (en) 2000-12-08 2003-03-28 Oreal MANUFACTURER AND METHOD OF MANUFACTURE
US20020081003A1 (en) * 2000-12-27 2002-06-27 Sobol Robert E. System and method for automatically enhancing graphical images
US20040201694A1 (en) 2001-02-07 2004-10-14 Vladimir Gartstein Noninvasive methods and apparatus for monitoring at least one hair characteristic
ATE267059T1 (en) 2001-02-27 2004-06-15 Sms Demag Ag METHOD FOR ROLLING PROFILED ROLLING STOCK
US6937749B2 (en) 2001-03-02 2005-08-30 L'oreal Process, system, and kit for evaluating the relief of the skin with a substrate
US6719467B2 (en) * 2001-04-30 2004-04-13 Hewlett-Packard Development Company, L.P. Floor printer
US20020172419A1 (en) 2001-05-15 2002-11-21 Qian Lin Image enhancement using face detection
AUPR541801A0 (en) * 2001-06-01 2001-06-28 Canon Kabushiki Kaisha Face detection in colour images with complex background
CH692772A5 (en) * 2001-06-29 2002-10-31 Gecomwert Anstalt Simple and precise method of classification and cosmetic treatment of facial wrinkling
FR2826856B1 (en) 2001-07-09 2004-03-12 Oreal DEVICE FOR DETERMINING THE DEGREE OF A BODY TYPOLOGY CHARACTERISTIC
FR2826857B1 (en) 2001-07-09 2004-03-12 Oreal INSTRUMENT FOR OBSERVING SKIN OR HAIR
US20030208190A1 (en) * 2001-07-20 2003-11-06 Cynthia Roberts Methods and instruments for refractive ophthalmic surgery
EP1414361B1 (en) * 2001-07-27 2014-04-30 Koninklijke Philips N.V. Skin treating device comprising a processor for determination of the radiation pulse dose
JP2003057170A (en) 2001-08-13 2003-02-26 Shiseido Co Ltd Melanin evaluation apparatus
JP2003057169A (en) 2001-08-13 2003-02-26 Shiseido Co Ltd Three-dimensional image generation apparatus for skin
JP2003052642A (en) 2001-08-13 2003-02-25 Shiseido Co Ltd Detector for epidermis-dermis interface of skin
FR2829344B1 (en) * 2001-08-29 2004-10-01 Oreal DEVICE FOR ACQUIRING AT LEAST ONE IMAGE OF AT LEAST PART OF A PERSON'S FACE OR HAIR
US7027619B2 (en) * 2001-09-13 2006-04-11 Honeywell International Inc. Near-infrared method and system for use in face detection
US20030063102A1 (en) 2001-10-01 2003-04-03 Gilles Rubinstenn Body image enhancement
EP1448263B1 (en) 2001-10-24 2009-01-07 Power Paper Ltd. Device for controlled delivery of active substance into the skin
FR2831790B1 (en) 2001-11-06 2004-07-16 Oreal MEASUREMENT AND / OR ANALYSIS DEVICE OF AT LEAST ONE PARAMETER OF AN EXTERNAL PORTION OF THE HUMAN BODY
US7433102B2 (en) 2002-05-10 2008-10-07 Canon Kabushiki Kaisha Reproduction color prediction apparatus and method
US7082211B2 (en) * 2002-05-31 2006-07-25 Eastman Kodak Company Method and system for enhancing portrait images
EP1375225B1 (en) 2002-06-26 2006-03-01 Webasto AG Adhesive tape for fixing a sealing element, and methods for producing and fixing the sealing element
US7406184B2 (en) * 2002-07-03 2008-07-29 Equinox Corporation Method and apparatus for using thermal infrared for face recognition
JP3530523B1 (en) 2002-07-09 2004-05-24 株式会社リック Digital zoom skin diagnostic device
US20050261641A1 (en) 2002-09-26 2005-11-24 Warchol Mark P Method for ophthalmic administration of medicament
US20040073186A1 (en) * 2002-10-15 2004-04-15 Cameron Mickey G. Apparatus for automatic application of compositions to the skin
US7057641B2 (en) * 2002-12-13 2006-06-06 Color Savvy Systems Limited Method for using an electronic imaging device to measure color
FR2848822B1 (en) 2002-12-24 2006-01-13 Oreal COSMETIC COMPOSITION OF FOUNDATION TYPE FOR MAKE-UP OF DARK SKIN
US20040125996A1 (en) * 2002-12-27 2004-07-01 Unilever Home & Personal Care Usa, Division Of Conopco, Inc. Skin diagnostic imaging method and apparatus
US7039222B2 (en) * 2003-02-28 2006-05-02 Eastman Kodak Company Method and system for enhancing portrait images that are processed in a batch mode
US7006223B2 (en) * 2003-03-07 2006-02-28 3Gen, Llc. Dermoscopy epiluminescence device employing cross and parallel polarization
ITMI20030541A1 (en) * 2003-03-20 2004-09-21 Ist Naz Stud Cura Dei Tumori APPARATUS FOR THE CHARACTERIZATION OF PIGMENTAL INJURY OF THE SKIN
JP2004315416A (en) * 2003-04-15 2004-11-11 Naris Cosmetics Co Ltd Powder composition
JP4438310B2 (en) 2003-04-16 2010-03-24 ロレアル Cosmetic additives
DE10317692A1 (en) 2003-04-17 2004-11-11 Lts Lohmann Therapie-Systeme Ag Medical active substance patches with reduced optical conspicuity on the skin
ITRM20030184A1 (en) * 2003-04-22 2004-10-23 Provincia Italiana Della Congregazi One Dei Figli METHOD FOR AUTOMATED DETECTION AND SIGNALING
US7233693B2 (en) * 2003-04-29 2007-06-19 Inforward, Inc. Methods and systems for computer analysis of skin image
US20050004475A1 (en) * 2003-06-13 2005-01-06 L'oreal Method of comparing the appearance of a region of the human body at at least two different instants
JP3954533B2 (en) 2003-06-17 2007-08-08 株式会社モリテックス Skin observation device
US7208007B2 (en) 2003-08-07 2007-04-24 Cutera, Inc. System and method utilizing guided fluorescence for high intensity applications
JP2005078376A (en) 2003-08-29 2005-03-24 Sony Corp Object detection device, object detection method, and robot device
IL157786A (en) * 2003-09-07 2010-11-30 Ahava Dead Sea Lab Ltd Personalized cosmetics
AU2003272531A1 (en) * 2003-09-15 2005-04-27 Beth Israel Deaconess Medical Center Medical imaging systems
US7220254B2 (en) * 2003-12-31 2007-05-22 Palomar Medical Technologies, Inc. Dermatological treatment with visualization
US7382400B2 (en) * 2004-02-19 2008-06-03 Robert Bosch Gmbh Image stabilization system and method for a video camera
DE202004003148U1 (en) 2004-03-01 2005-03-24 Merlaku Kastriot Makeup application device for automatically applying makeup to user, applies makeup liquid or powder in form of fine jet
FR2872405B1 (en) 2004-07-02 2006-11-10 Biomedical Electronics METHOD FOR PARAMETERSING A SKIN TREATMENT DEVICE USING LIGHT SOURCES
US8026942B2 (en) 2004-10-29 2011-09-27 Johnson & Johnson Consumer Companies, Inc. Skin imaging system with probe
US7602942B2 (en) * 2004-11-12 2009-10-13 Honeywell International Inc. Infrared and visible fusion face recognition system
US20060104507A1 (en) 2004-11-15 2006-05-18 Sozotek, Inc. Correction of image color levels
EP2191774A3 (en) * 2004-12-06 2010-06-23 Cambridge Research & Instrumentation, Inc. Systems and methods for in-vivo optical imaging and measurement
EP1677254A1 (en) 2004-12-30 2006-07-05 GSF-Forschungszentrum für Umwelt und Gesundheit GmbH Method and device for collimating an energy input beam
US20060159820A1 (en) 2005-01-14 2006-07-20 Susanne Rathjen Sweetener compositions with a sweetness and taste profile comparable to HFCS 55
JP2006271654A (en) 2005-03-29 2006-10-12 Canon Inc Cosmetic-application system and method using liquid delivery method
MX2007013623A (en) 2005-04-28 2008-02-12 Cosmo Oil Co Ltd External preparation for skin.
US20070047761A1 (en) 2005-06-10 2007-03-01 Wasilunas Elizabeth A Methods Of Analyzing Human Facial Symmetry And Balance To Provide Beauty Advice
KR20080058337A (en) 2005-08-12 2008-06-25 릭 비. 예거 System and method for medical monitoring and treatment through comsmetic monitoring and treatment
US20070134192A1 (en) 2005-12-08 2007-06-14 L'oreal Two-coat cosmetic product comprising an ester of dimerdilinoleic acid and of polyol(s)
JP2007231883A (en) 2006-03-02 2007-09-13 Toyota Motor Corp Air fuel ratio control device for internal combustion engine
US20070255589A1 (en) 2006-04-27 2007-11-01 Klinger Advanced Aesthetics, Inc. Systems and methods using a dynamic database to provide aesthetic improvement procedures
US8620038B2 (en) 2006-05-05 2013-12-31 Parham Aarabi Method, system and computer program product for automatic and semi-automatic modification of digital images of faces
US7890152B2 (en) * 2007-02-11 2011-02-15 Tcms Transparent Beauty Llc Handheld apparatus and method for the automated application of cosmetics and other substances
US8942775B2 (en) * 2006-08-14 2015-01-27 Tcms Transparent Beauty Llc Handheld apparatus and method for the automated application of cosmetics and other substances
US8184901B2 (en) 2007-02-12 2012-05-22 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent to change a person's appearance based on a digital image
US8027505B2 (en) * 2007-02-11 2011-09-27 Tcms Transparent Beauty Llc System and method for providing simulated images through cosmetic monitoring
EP2117721B8 (en) * 2007-02-12 2012-08-08 YEAGER, Rick B. System and method for applying agent electrostatically to human skin
RU2334866C1 (en) 2007-02-26 2008-09-27 Открытое акционерное общество "Татнефть" им. В.Д. Шашина Device for simultaneous-separate operation of multypay well
US10092082B2 (en) * 2007-05-29 2018-10-09 Tcms Transparent Beauty Llc Apparatus and method for the precision application of cosmetics
US8337405B2 (en) 2007-06-08 2012-12-25 Raytheon Company System and method for automatic detection of anomalies in images
AT505355B1 (en) 2007-06-13 2009-04-15 Lechthaler Andreas DEVICE FOR IRRADIATING AN OBJECT, IN PARTICULAR THE HUMAN SKIN, WITH UV LIGHT
US20090231356A1 (en) 2008-03-17 2009-09-17 Photometria, Inc. Graphical user interface for selection of options from option groups and methods relating to same
WO2009115947A1 (en) * 2008-03-18 2009-09-24 Koninklijke Philips Electronics N.V. Apparatus for skin imaging, system for skin analysis
FR2933581B1 (en) 2008-07-10 2011-12-02 Oreal MAKE-UP METHOD AND DEVICE FOR IMPLEMENTING SUCH A METHOD
JP5547730B2 (en) 2008-07-30 2014-07-16 デジタルオプティックス・コーポレイション・ヨーロッパ・リミテッド Automatic facial and skin beautification using face detection
JP2012509692A (en) 2008-11-13 2012-04-26 ティーシーエムエス テック2, エルエルシー Method and apparatus for accurate deposition of hair care agents
US20100224205A1 (en) 2008-12-09 2010-09-09 Shekhar Mitra Device and methods for modifying keratinous surfaces
CN102281794A (en) 2009-01-16 2011-12-14 宝洁公司 Apparatus and methods for modifying keratinous surfaces
US8182425B2 (en) 2010-05-18 2012-05-22 Johnson & Johnson Consumer Companies, Inc. Method for measuring skin hydration
EA023736B1 (en) 2010-08-24 2016-07-29 Юнилевер Нв Personal care composition
TW201212852A (en) 2010-09-21 2012-04-01 Zong Jing Investment Inc Facial cosmetic machine
WO2012103048A2 (en) 2011-01-24 2012-08-02 Tcms Transparent Beauty Llc Apparatus and method for rapid and precise application of cosmetics
US8908904B2 (en) 2011-12-28 2014-12-09 Samsung Electrônica da Amazônia Ltda. Method and system for make-up simulation on portable devices having digital cameras
TWI463955B (en) 2012-02-20 2014-12-11 Zong Jing Investment Inc Eye makeup device
JP5949030B2 (en) 2012-03-26 2016-07-06 カシオ計算機株式会社 Image generating apparatus, image generating method, and program
WO2014035793A1 (en) 2012-08-27 2014-03-06 Tcms Transparent Beauty Llc Printer head with prism for sensing
JP5949331B2 (en) 2012-08-30 2016-07-06 カシオ計算機株式会社 Image generating apparatus, image generating method, and program
US8977389B2 (en) 2013-07-17 2015-03-10 ColorCulture Network, LLC Method, system and apparatus for dispensing products for a personal care service, instructing on providing a personal care treatment service, and selecting a personal care service
US9277799B2 (en) 2014-04-18 2016-03-08 United Arab Emirates University Henna applicator device and a method of operating the same
CN106488763A (en) 2014-06-13 2017-03-08 宝洁公司 Change treatment compositions, equipment and the method for keratinous surfaces
KR101904709B1 (en) 2014-06-13 2018-10-08 더 프록터 앤드 갬블 캄파니 Apparatus and methods for modifying keratinous surfaces
US10553006B2 (en) 2014-09-30 2020-02-04 Tcms Transparent Beauty, Llc Precise application of cosmetic looks from over a network environment
TWI587242B (en) 2015-09-08 2017-06-11 宏達國際電子股份有限公司 Facial image adjustment method and facial image adjustment system
US9754351B2 (en) 2015-11-05 2017-09-05 Facebook, Inc. Systems and methods for processing content using convolutional neural networks
US9984282B2 (en) 2015-12-10 2018-05-29 Perfect Corp. Systems and methods for distinguishing facial features for cosmetic application
JP6574074B2 (en) 2016-02-08 2019-09-11 イクアリティ コスメティクス インコーポレイテッドEquality Cosmetics, Inc. Apparatus and method for formulating and dispensing visually customized cosmetics
WO2018057272A1 (en) 2016-09-23 2018-03-29 Apple Inc. Avatar creation and editing
DK179867B1 (en) 2017-05-16 2019-08-06 Apple Inc. RECORDING AND SENDING EMOJI
US10375313B1 (en) 2018-05-07 2019-08-06 Apple Inc. Creative camera
DK180078B1 (en) 2018-05-07 2020-03-31 Apple Inc. USER INTERFACE FOR AVATAR CREATION

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1304056A2 (en) 2001-10-22 2003-04-23 Hewlett-Packard Company Cosmetic applicator
EP1495781A2 (en) 2003-03-21 2005-01-12 Hewlett-Packard Development Company, L.P. Cartridge for a device for targeted epithelial delivery of medicinal and related agents

Cited By (39)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8915562B2 (en) 2005-08-12 2014-12-23 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin
US11445802B2 (en) 2005-08-12 2022-09-20 Tcms Transparent Beauty, Llc System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin
US11147357B2 (en) 2005-08-12 2021-10-19 Tcms Transparent Beauty, Llc System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin
US10016046B2 (en) 2005-08-12 2018-07-10 Tcms Transparent Beauty, Llc System and method for applying a reflectance modifying agent to improve the visual attractiveness of human skin
US9247802B2 (en) 2005-08-12 2016-02-02 Tcms Transparent Beauty Llc System and method for medical monitoring and treatment through cosmetic monitoring and treatment
US10043292B2 (en) 2006-08-14 2018-08-07 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent to change a person's appearance based on a digital image
US9449382B2 (en) 2006-08-14 2016-09-20 Tcms Transparent Beauty, Llc System and method for applying a reflectance modifying agent to change a persons appearance based on a digital image
US8942775B2 (en) 2006-08-14 2015-01-27 Tcms Transparent Beauty Llc Handheld apparatus and method for the automated application of cosmetics and other substances
WO2008098235A3 (en) * 2007-02-11 2009-01-08 Rick B Yeager System and method for providing simulated images through cosmetic monitoring
US8027505B2 (en) 2007-02-11 2011-09-27 Tcms Transparent Beauty Llc System and method for providing simulated images through cosmetic monitoring
US10486174B2 (en) 2007-02-12 2019-11-26 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent electrostatically to improve the visual attractiveness of human skin
US10163230B2 (en) 2007-02-12 2018-12-25 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent to change a person's appearance based on a digital image
WO2008100878A1 (en) * 2007-02-12 2008-08-21 Yeager Rick B System and method for applying a reflectance modifying agent to change a person's appearance based on a digital image
US8582830B2 (en) 2007-02-12 2013-11-12 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent to change a persons appearance based on a digital image
US8184901B2 (en) 2007-02-12 2012-05-22 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent to change a person's appearance based on a digital image
US10467779B2 (en) 2007-02-12 2019-11-05 Tcms Transparent Beauty Llc System and method for applying a reflectance modifying agent to change a person's appearance based on a digital image
US10092082B2 (en) 2007-05-29 2018-10-09 Tcms Transparent Beauty Llc Apparatus and method for the precision application of cosmetics
RU2501505C2 (en) * 2007-05-29 2013-12-20 ТиСиЭмЭс ТРАНСПЭРЕНТ БЬЮТИ, ЭлЭлСи Device and method for accurate application of cosmetics
WO2008150928A1 (en) * 2007-05-29 2008-12-11 Edgar Albert D Apparatus and method for the precision application of cosmetics
WO2009036925A1 (en) * 2007-09-13 2009-03-26 Beiersdorf Ag Method for reducing age spots
WO2009036924A1 (en) * 2007-09-13 2009-03-26 Beiersdorf Ag Method for reducing wrinkles
WO2009036876A1 (en) * 2007-09-13 2009-03-26 Beiersdorf Ag Selective product applicator
JP2011527752A (en) * 2008-07-10 2011-11-04 ロレアル Make-up method and apparatus for carrying out the method
US10117500B2 (en) 2008-07-10 2018-11-06 L'oreal Makeup method and a device for implementing such a method
JP2011527590A (en) * 2008-07-10 2011-11-04 ロレアル Method for making up and apparatus for carrying out this method
US8695610B2 (en) 2008-07-10 2014-04-15 L'oreal Method of applying makeup and apparatus for implementing such a method
US10010155B2 (en) 2013-03-22 2018-07-03 Panasonic Intellectual Property Management Co., Ltd. Makeup support device, makeup support method, and makeup support program
EP2976964A4 (en) * 2013-03-22 2016-04-06 Panasonic Ip Man Co Ltd Makeup support device, makeup support method, and makeup support program
EP3154416A2 (en) * 2014-06-13 2017-04-19 The Procter & Gamble Company Apparatus and methods for modifying keratinous surfaces
JP2017528180A (en) * 2014-07-25 2017-09-28 ザ プロクター アンド ギャンブル カンパニー Hand-held treatment device for modifying the keratinous surface
US11234594B2 (en) 2015-06-15 2022-02-01 E.S.I Novel Ltd. Systems and methods for adaptive skin treatment
EP3816932A4 (en) * 2018-07-16 2021-08-11 Honor Device Co., Ltd. Skin detection method and electronic device
US11798162B2 (en) 2018-07-16 2023-10-24 Honor Device Co., Ltd. Skin detection method and electronic device
WO2020061514A1 (en) * 2018-09-21 2020-03-26 L'oreal A system for sensing and associating a condition on a body part of the user with a three-dimensional environment when using a cosmetic device
US11745000B2 (en) 2018-12-27 2023-09-05 Johnson & Johnson Consumer Inc. Device and method for selective application of topical composition using dynamic threshold values
WO2021080994A1 (en) * 2019-10-24 2021-04-29 L'oreal System and method for changing a cosmetic formulation attribute
US11633106B2 (en) 2019-10-24 2023-04-25 L'oreal System and method for changing a cosmetic formulation attribute
US12011561B2 (en) 2020-08-03 2024-06-18 Johnson & Johnson Consumer Inc. System and method for selective application of cosmetic composition to impart undereye brightening
WO2022140021A1 (en) * 2020-12-21 2022-06-30 Johnson & Johnson Consumer Inc. Device and method for continuous even application of composition to skin

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