CN105550644A - Skin state analysis method and skin state analysis device based on single-sided mirror - Google Patents
Skin state analysis method and skin state analysis device based on single-sided mirror Download PDFInfo
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
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- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0012—Biomedical image inspection
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/18—Eye characteristics, e.g. of the iris
- G06V40/197—Matching; Classification
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30088—Skin; Dermal
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Abstract
The invention provides a skin state analysis method and a skin state analysis device based on a single-sided mirror. The method comprises the following steps: acquiring the illumination of the current environment, and adjusting the backlight brightness of a display screen according to the illumination to form a single-sided mirror; acquiring the light penetrating through the single-sided mirror, and getting face image information of a user; and performing image processing on the face image information of the user to get the skin state information of the user, and feeding the skin state information back to the user in a preset time period. With the skin state analysis method and the skin state analysis device based on a single-sided mirror provided by the invention, the problem that the existing device which includes a mobile terminal screen and can be used as a mirror can only work as an ordinary mirror simply and cannot acquire and analyze skin type information of mirror users, and thus cannot satisfy the growing skin care demand of users is solved.
Description
Technical field
The embodiment of the present invention relates to communication technical field, particularly relates to a kind of skin condition analytical approach based on single-surface mirror and device.
Background technology
Along with growth in the living standard, the appearance of common people to oneself is more and more paid attention to, sometimes the screen of the mobile terminal carried with even can be utilized to check the appearance instrument of oneself, but, comprise the device that can be used as mirror use of mobile terminal screen, the effect playing common minute surface that all can only be simple, and the skin quality information of mirror user cannot be obtained and analyzed, can not the skin quality situation concrete according to user provide rational skin care to advise for user, can not meet the skin care demand that user is expanded day by day.
Summary of the invention
The invention provides a kind of skin condition analytical approach based on single-surface mirror and device, in order to solve the existing device that can be used as mirror use comprising mobile terminal screen, the effect playing common minute surface that all can only be simple, and the skin quality information of mirror user cannot be obtained and analyzed, can not meet the problem of the skin care demand that user is expanded day by day.
A first aspect of the present invention provides a kind of skin condition analytical approach based on single-surface mirror, and the method comprises:
Obtain the illuminance of current environment, and adjust the backlight illumination of display screen according to described illuminance, form single-surface mirror;
Gather the light through described single-surface mirror, obtain the facial image information of user;
Image procossing is carried out to the facial image information of described user, obtains the skin condition information of user, and give described user by described skin condition information feed back in Preset Time.
A second aspect of the present invention provides a kind of skin condition analytical equipment, and this device comprises: adjusting module, and described adjusting module comprises: acquiring unit and adjustment unit; Wherein,
Described acquiring unit, for obtaining the illuminance of current environment;
Described adjustment unit, for the backlight illumination according to described illuminance adjustment display screen, forms single-surface mirror;
Acquisition module, for gathering the light through described single-surface mirror, obtains the facial image information of user;
Processing module, for carrying out image procossing to the facial image information of described user, obtains the skin condition information of user;
Feedback module, for giving described user by described skin condition information feed back within Preset Time.
Skin condition analytical approach based on single-surface mirror provided by the invention and device, by the illuminance according to the current residing environment of user, the backlight illumination of display screen is adjusted accordingly, display screen is made to become a single-surface mirror, thus when this display screen is used as mirror use by user, obtain by being arranged on the facial image information of the sensor after display screen to user, and by the skin condition information feed back that obtains after carrying out analyzing and processing to the facial image information of this user to user, while use mirror, oneself current skin condition information is obtained to enable user, for user's skin nursing provides reference, meet the skin care demand that user is expanded day by day.
Accompanying drawing explanation
The schematic flow sheet of the skin condition analytical approach based on single-surface mirror that Fig. 1 provides for the embodiment of the present invention one;
The schematic flow sheet of the skin condition analytical approach based on single-surface mirror that Fig. 2 provides for the embodiment of the present invention two;
The structural representation of the skin condition analytical equipment that Fig. 3 provides for the embodiment of the present invention three.
Embodiment
Embodiment one
The schematic flow sheet of the skin condition analytical approach based on single-surface mirror that Fig. 1 provides for the embodiment of the present invention one, as shown in Figure 1, the skin condition analytical approach based on single-surface mirror that the present embodiment provides, comprises the steps:
The illuminance of step S101, acquisition current environment, and the backlight illumination of display screen is adjusted according to described illuminance, form single-surface mirror;
Concrete, user starts skin condition analytical equipment by predetermined Starting mode, and wherein, this skin condition analytical equipment can be the smart machine that mobile phone etc. has display screen.This predetermined Starting mode can be started by the applications client be built in this skin condition analytical equipment, also can be (such as the double-clicking startup/closing key etc.) of carrying out corresponding button operation startup according to the button operation pattern preset.In the present embodiment, the Starting mode of skin condition analytical equipment is not specifically limited.
Further, after skin condition analytical equipment starts, the illumination parameter of the current residing environment of user is obtained by built-in light sensor, determine current illuminance, and the Adjusted Option corresponding with this illuminance is obtained from the adjustable strategies prestored, by adjusting the size of the electric current of display screen on this device to adjust the backlight illumination of display screen, thus this display screen is made to become a single-surface mirror.Wherein, the above-mentioned adjustable strategies prestored can be the corresponding relation between extraneous intensity of illumination and backlight illumination formed according to the principle of single-surface mirror.Namely, according to single-surface mirror principle, when extraneous intensity of illumination is in a certain scope, single-surface mirror can be formed by the backlight illumination of display screen is adjusted to corresponding brightness value.
Step S102, gather light through described single-surface mirror, obtain the facial image information of user;
Concrete, based on the principle of single-surface mirror, when the single-surface mirror that display screen is formed by user uses as mirror, the some light of user's face reflection can be arranged on display screen sensor below and collects by transmission display screen, thus obtains the facial image information of user.
Step S103, image procossing is carried out to the facial image information of described user, obtain the skin condition information of user, and give described user by described skin condition information feed back in Preset Time.
Concrete, in order to carry out analyzing and processing to the user's face image information got, first convert the user's face image information collected to data bitmap; This data bitmap is analyzed, to obtain the skin condition information such as redness of the skin or complexion degree, fairness, roughness, brightness, hair density of user's skin according to the algorithm preset again.Concrete, the computing method of the redness of the skin or complexion degree of user's skin, fairness, roughness, brightness and hair density are as follows:
One, the calculating of skin redness of the skin or complexion degree
Read the R value of each pixel in data bitmap, then calculate the average R value of whole pixel, more with the formula: average R value/256 × 1000 pair skin redness of the skin or complexion degree calculates.
Two, the calculating of the fair degree of skin
Read the R value of each pixel in data bitmap, G value and B value, then the average R value of whole pixel, average G value and average B value is calculated respectively, more with the formula: (average R value+average G value+average B value)/(3 × 256) × 1000; Calculate the fairness of skin.
Three, the calculating of skin roughness
Read the R value of each pixel in data bitmap, G value and B value, then the R value standard deviation of whole pixel, G value standard deviation and B value standard deviation is calculated respectively, again with the formula: ((128-R value standard deviation)+(128-G value standard deviation)+(128-B value standard deviation))/(128 × 3) × 1000, skin roughness is calculated.
Four, the calculating of skin brightness
Read the R value of each pixel in data bitmap, G value and B value, then calculate the average R value of whole pixel, average G value and average B value respectively, then according to formula 0.299 × (average R value)
2+ 0.587 × (average G value)
2+ 0.114 × (average B value)
2calculate, the brightness of then value of result of calculation is made even root operation, acquisition skin.
Five, the calculating of skin and hair density
Convert the image of collection to GTG data bitmap, then each pixel in data bitmap is read, and calculate the number of pixels of pixel lower than a certain threshold value, this threshold value can regulate according to each one hair color depth, and the total hair pixel number drawn is skin and hair density divided by total pixel number again.
Preferably, in the present embodiment, the skin condition information of the user of calculating acquisition can comprise one or more in above-mentioned skin condition information.
Obtain in the skin condition information such as the redness of the skin or complexion degree of user skin, fairness, roughness, brightness and hair density according to said method after one or more, described user is given by this one or more skin condition information feed back in Preset Time, wherein, this Preset Time can be the information feed back time that user is arranged voluntarily according to the custom of oneself, also can be the general feedback time arranged when device dispatches from the factory by the manufacturer of skin condition analytical equipment.
Further, in order to make device more intelligent, hommization, the present embodiment can also store corresponding Nursing Strategies in advance for existing various skin problem in device, after the skin condition information obtaining user, this enforcement can also obtain corresponding Nursing Strategies information according to the skin condition information of user from the Nursing Strategies prestored, and by the Nursing Strategies information feed back of acquisition to user, make user can while obtaining oneself skin condition information, corresponding skin can also be obtained and improve care regimen, to meet the demand of user to skin nursing.
The skin condition analytical approach based on single-surface mirror that the present embodiment provides, by the illuminance according to the current residing environment of user, the backlight illumination of display screen is adjusted accordingly, display screen is made to become a single-surface mirror, thus when this display screen is used as mirror use by user, obtain by being arranged on the facial image information of the sensor after display screen to user, and by the skin condition information feed back that obtains after carrying out analyzing and processing to the facial image information of this user to user, while use mirror, oneself current skin condition information is obtained to enable user, for user's skin nursing provides reference, meet the skin care demand that user is expanded day by day.
Embodiment two
The schematic flow sheet of the skin condition analytical approach based on single-surface mirror that Fig. 2 provides for the embodiment of the present invention two, as shown in Figure 2, the skin condition analytical approach based on single-surface mirror that this enforcement provides comprises the following steps:
The illuminance of step S201, acquisition current environment, and the backlight illumination of display screen is adjusted according to described illuminance, form single-surface mirror;
Concrete, user starts skin condition analytical equipment by predetermined Starting mode, wherein, this skin condition analytical equipment can be the smart machine that mobile phone etc. has display screen, this predetermined Starting mode can be started by the applications client be built in this skin condition analytical equipment, also can be (such as the double-clicking startup/closing key etc.) of carrying out corresponding button operation startup according to the button operation pattern preset.In the present embodiment, the Starting mode of this device is not specifically limited.
Further, after skin condition analytical equipment starts, the illumination parameter of user's current environment is obtained by built-in light sensor, determine current illuminance, and the Adjusted Option corresponding with this illuminance is obtained from the adjustable strategies prestored, by adjusting the size of the electric current of display screen on this device to adjust the backlight illumination of display screen, thus this display screen is made to become a single-surface mirror.Wherein, the above-mentioned adjustable strategies prestored is the corresponding relation between an extraneous intensity of illumination and backlight illumination formed according to the principle of single-surface mirror.Namely, according to single-surface mirror principle, when extraneous intensity of illumination is in a certain scope, single-surface mirror can be formed by the backlight illumination of display screen is adjusted to corresponding brightness value.
Step S202, gather light through described single-surface mirror, obtain the facial image information of user;
Concrete, based on the principle of single-surface mirror, when the single-surface mirror that display screen is formed by user uses as mirror, the some light of user's face reflection can be arranged on display screen sensor below and collects by transmission display screen, thus obtains the facial image information of user.
Step S203, image procossing is carried out to the facial image information of described user, obtain the skin condition information of user;
Concrete, in order to carry out analyzing and processing to the user's face image information got, first convert the user's face image collected to data bitmap; This data bitmap is analyzed, to obtain the status information such as redness of the skin or complexion degree, fairness, roughness, brightness, hair density of user's skin according to the algorithm preset again.Obtain in the present embodiment the redness of the skin or complexion degree of user's skin, fairness, roughness, brightness and hair density specific algorithm as follows:
One, the calculating of skin redness of the skin or complexion degree
Read the R value of each pixel in data bitmap, then calculate the average R value of whole pixel, more with the formula: average R value/256 × 1000 pair skin redness of the skin or complexion degree calculates.
Two, the calculating of the fair degree of skin
Read the R value of each pixel in data bitmap, G value and B value, then the average R value of whole pixel, average G value and average B value is calculated respectively, more with the formula: (average R value+average G value+average B value)/(3 × 256) × 1000; Calculate the fairness of skin.
Three, the calculating of skin roughness
Read the R value of each pixel in data bitmap, G value and B value, then the R value standard deviation of whole pixel, G value standard deviation and B value standard deviation is calculated respectively, again with the formula: ((128-R value standard deviation)+(128-G value standard deviation)+(128-B value standard deviation))/(128 × 3) × 1000, skin roughness is calculated.
Four, the calculating of skin brightness
Read the R value of each pixel in data bitmap, G value and B value, then calculate the average R value of whole pixel, average G value and average B value respectively, then according to formula 0.299 × (average R value)
2+ 0.587 × (average G value)
2+ 0.114 × (average B value)
2calculate, the brightness of then value of result of calculation is made even root operation, acquisition skin.
Five, the calculating of skin and hair density
Convert the image of collection to GTG data bitmap, then each pixel in data bitmap is read, and calculate the number of pixels of pixel lower than a certain threshold value, this threshold value can regulate according to each one hair color depth, and the total hair pixel number drawn is skin and hair density divided by total pixel number again.
The iris information of step S204, acquisition user, and judge whether this locality stores the storage address information corresponding with described iris information, if store, then perform step S205, otherwise perform step S207;
Concrete, can gather by being arranged on the iris information of the acquisition module on skin condition analytical equipment to user (iris information etc. that such as can be obtained user by the camera be arranged on skin condition analytical equipment), and search in the client iris information of this locality storage and the corresponding relation list of storage address information, whether store the storage address information corresponding with the iris information of this user.If store, then perform step S205, otherwise perform step S207.
Step S205, obtain the storage address information corresponding with described iris information from this locality, and the skin condition information of described user is stored in storage unit corresponding to described storage address information, and described user is given by described skin condition information feed back in Preset Time, wherein, this Preset Time can be the information feed back time that user is arranged voluntarily according to the custom of oneself, also can be the general feedback time arranged when device dispatches from the factory by the manufacturer of skin condition analytical equipment;
The iris information of the described user that step S206, basis get, the history skin condition information of described user is obtained from the storage unit of correspondence, and visualization processing is carried out to the history skin condition information of described user, form skin condition change curve and be shown to described user.
In order to provide the historical variations information of more detailed skin condition to user, skin nursing strategy is adjusted in time according to the historical variations information of this skin condition to enable user, the skin condition analytical approach that the present embodiment provides further can also according to the iris information of the user got, the history skin condition information of this user is obtained from the storage unit corresponding with this iris information that this locality stores, and after visualization processing, form skin condition change curve (the fairness change curve of such as skin, redness of the skin or complexion degree change curve, roughness change curve, hair density change curve and colour of skin brightness change curve etc.) be shown to user.
Here it should be noted that, the visible processing method adopted in the present embodiment can be any one data visualization disposal route existing, here repeats no more.
Step S207, in Preset Time, give described user by described skin condition information feed back, and return the prompting of setting up individual database to described user, set up individual database for described user according to described prompting.
The skin condition analytical approach based on single-surface mirror that the present embodiment provides, by the illuminance according to the current residing environment of user, the backlight illumination of display screen is adjusted accordingly, display screen is made to become a single-surface mirror, thus when this display screen is used as mirror use by user, obtain by being arranged on the facial image information of the sensor after display screen to user, and by the skin condition information feed back that obtains after carrying out analyzing and processing to the facial image information of this user to user, with the skin condition information enabling user obtain oneself while looking in the mirror, for user's skin nursing provides reference, meet the skin care demand that user is expanded day by day.
The structural representation of the skin condition analytical equipment that Fig. 3 provides for the embodiment of the present invention three, as shown in Figure 3, the skin condition analytical equipment that the present embodiment provides, comprises with lower module:
Adjusting module 10, described adjusting module comprises: acquiring unit 11 and adjustment unit 12; Wherein,
Described acquiring unit 11, for obtaining the illuminance of current environment;
Described adjustment unit 12, for the backlight illumination according to described illuminance adjustment display screen, forms single-surface mirror;
Acquisition module 20, for gathering the light through described single-surface mirror, obtains the facial image information of user;
Processing module 30, for carrying out image procossing to the facial image information of described user, obtains the skin condition information of user;
Feedback module 40, for giving described user by described skin condition information feed back within Preset Time.
Described acquisition module 20, also for obtaining the iris information of user;
Described processing module 30, also for obtaining the storage address information corresponding with described iris information from this locality, and is stored into the skin condition information of the described described user got in storage unit corresponding to described storage address information.
Described feedback module 40, if also do not store the storage address information corresponding with described iris information for this locality, then returns the prompting of setting up individual database, sets up individual database for described user according to described prompting to described user.
Described skin condition analytical equipment, also comprises: memory module 50, for storing default Nursing Strategies;
Described processing module 30, also for searching the Nursing Strategies information corresponding with the skin condition information of described user from the Nursing Strategies prestored, and gives described user by described feedback module by the described Nursing Strategies information feed back that finds.
Described processing module 30, also for the iris information according to the described user got, from the storage unit of correspondence, obtain the history skin condition information of described user, and visualization processing is carried out to the history skin condition information of described user, form skin condition change curve;
Described feedback module 40, also for described skin condition change curve is shown to described user.
The skin condition analytical equipment that the present embodiment provides can be used in the technical method performed as shown in Figures 1 and 2, its concrete executive mode and the technical method shown in beneficial effect and Fig. 1 and Fig. 2 similar, here repeat no more.
In several embodiment provided by the present invention, should be understood that, disclosed apparatus and method, can realize by another way.Such as, device embodiment described above is only schematic, such as, the division of described unit, be only a kind of logic function to divide, actual can have other dividing mode when realizing, such as multiple unit or assembly can in conjunction with or another system can be integrated into, or some features can be ignored, or do not perform.Another point, shown or discussed coupling each other or direct-coupling or communication connection can be by some interfaces, and the indirect coupling of device or unit or communication connection can be electrical, machinery or other form.
The described unit illustrated as separating component or can may not be and physically separates, and the parts as unit display can be or may not be physical location, namely can be positioned at a place, or also can be distributed in multiple network element.Some or all of unit wherein can be selected according to the actual needs to realize the object of the present embodiment scheme.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, also can be that the independent physics of unit exists, also can two or more unit in a unit integrated.Above-mentioned integrated unit both can adopt the form of hardware to realize, and the form that hardware also can be adopted to add SFU software functional unit realizes.
Those skilled in the art can be well understood to, for convenience and simplicity of description, only be illustrated with the division of above-mentioned each functional module, in practical application, can distribute as required and by above-mentioned functions and be completed by different functional modules, inner structure by device is divided into different functional modules, to complete all or part of function described above.The specific works process of the device of foregoing description, with reference to the corresponding process in preceding method embodiment, can not repeat them here.
Last it is noted that above each embodiment is only in order to illustrate technical scheme of the present invention, be not intended to limit; Although with reference to foregoing embodiments to invention has been detailed description, those of ordinary skill in the art is to be understood that: it still can be modified to the technical scheme described in foregoing embodiments, or carries out equivalent replacement to wherein some or all of technical characteristic; And these amendments or replacement, do not make the essence of appropriate technical solution depart from the scope of various embodiments of the present invention technical scheme.
Claims (10)
1., based on a skin condition analytical approach for single-surface mirror, it is characterized in that, comprising:
Obtain the illuminance of current environment, and adjust the backlight illumination of display screen according to described illuminance, form single-surface mirror;
Gather the light through described single-surface mirror, obtain the facial image information of user;
Image procossing is carried out to the facial image information of described user, obtains the skin condition information of user, and give described user by described skin condition information feed back in Preset Time.
2. method according to claim 1, is characterized in that, also comprises:
Obtain the iris information of user, and obtain the storage address information corresponding with described iris information from this locality;
The skin condition information of described user is stored in storage unit corresponding to described storage address information.
3. method according to claim 2, is characterized in that, also comprises:
If this locality does not store the storage address information corresponding with described iris information, then return the prompting of setting up individual database to described user, set up individual database for described user according to described prompting.
4. method according to claim 1, is characterized in that, also comprises:
From the Nursing Strategies preset, search the Nursing Strategies information corresponding with the skin condition information of described user, and give described user by the described Nursing Strategies information feed back that finds.
5. method according to claim 2, is characterized in that, also comprises:
According to the iris information of the described user got, from the storage unit of correspondence, obtain the history skin condition information of described user;
Visualization processing is carried out to the history skin condition information of described user, forms skin condition change curve and be shown to described user.
6. a skin condition analytical equipment, is characterized in that, comprising:
Adjusting module, described adjusting module comprises: acquiring unit and adjustment unit; Wherein,
Described acquiring unit, for obtaining the illuminance of current environment;
Described adjustment unit, for the backlight illumination according to described illuminance adjustment display screen, forms single-surface mirror;
Acquisition module, for gathering the light through described single-surface mirror, obtains the facial image information of user;
Processing module, for carrying out image procossing to the facial image information of described user, obtains the skin condition information of user;
Feedback module, for giving described user by described skin condition information feed back within Preset Time.
7. skin condition analytical equipment according to claim 6, is characterized in that, described acquisition module, also for obtaining the iris information of user;
Described processing module, also for obtaining the storage address information corresponding with described iris information from this locality, and is stored into the skin condition information of the described described user got in storage unit corresponding to described storage address information.
8. skin condition analytical equipment according to claim 7, it is characterized in that, described feedback module, if also do not store the storage address information corresponding with described iris information for this locality, then return the prompting of setting up individual database to described user, set up individual database for described user according to described prompting.
9. skin condition analytical equipment according to claim 6, is characterized in that, also comprise: memory module, for storing default Nursing Strategies;
Described processing module, also for searching the Nursing Strategies information corresponding with the skin condition information of described user from the Nursing Strategies prestored, and gives described user by described feedback module by the described Nursing Strategies information feed back that finds.
10. skin condition analytical equipment according to claim 7, it is characterized in that, described processing module, also for the iris information according to the described user got, the history skin condition information of described user is obtained from the storage unit of correspondence, and visualization processing is carried out to the history skin condition information of described user, form skin condition change curve;
Described feedback module, also for described skin condition change curve is shown to described user.
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| CN108968912A (en) * | 2017-05-31 | 2018-12-11 | 芜湖美的厨卫电器制造有限公司 | Information providing system, method and the bathroom mirror in bathroom |
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