WO2022092613A1 - Hair evaluation device for hair transplant surgery - Google Patents

Hair evaluation device for hair transplant surgery Download PDF

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Publication number
WO2022092613A1
WO2022092613A1 PCT/KR2021/013869 KR2021013869W WO2022092613A1 WO 2022092613 A1 WO2022092613 A1 WO 2022092613A1 KR 2021013869 W KR2021013869 W KR 2021013869W WO 2022092613 A1 WO2022092613 A1 WO 2022092613A1
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Prior art keywords
hair
information
image
hairs
unit
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PCT/KR2021/013869
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French (fr)
Korean (ko)
Inventor
김태희
이호종
차호정
정찬일
이동현
Original Assignee
주식회사 아프스
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Priority claimed from KR1020200142320A external-priority patent/KR102267682B1/en
Priority claimed from KR1020200142316A external-priority patent/KR102267681B1/en
Application filed by 주식회사 아프스 filed Critical 주식회사 아프스
Publication of WO2022092613A1 publication Critical patent/WO2022092613A1/en

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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B34/00Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B34/00Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
    • A61B34/10Computer-aided planning, simulation or modelling of surgical operations
    • 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
    • A61B90/00Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B90/00Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • A61B90/50Supports for surgical instruments, e.g. articulated arms
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/02Measuring arrangements characterised by the use of optical techniques for measuring length, width or thickness
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/28Measuring arrangements characterised by the use of optical techniques for measuring areas
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N21/88Investigating the presence of flaws or contamination
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/483Physical analysis of biological material

Definitions

  • the hair collected during hair transplantation is photographed and the condition of the hair such as the thickness of the hair and whether the hair surface is damaged is measured based on the image information, and the total number of hair follicles is displayed in real time, or within the hair transplantation area. It guides the location and distribution of hair transplantation, displays the number of hairs being planted in real time to reduce the surgeon's fatigue during surgery, and lowers the difficulty of the operation so that even doctors with little experience in surgery can perform hair transplantation smoothly.
  • a hair evaluation device for hair transplant surgery which can increase the satisfaction of hair transplant patients by planning hair transplant surgery.
  • Hair transplantation surgery is a non-incision method in which the hair in the best condition is selectively collected from the hair transplant patient as much as the size of the hair follicle using a fine punch, trimmed around it to fit the transplantation period, and then transplanted into the frontal area, and the hair transplant patient
  • the hair follicles are individually separated from the skin tissue removed by incision of the back of the head, and the hair follicle unit is transplanted into the transplanted part of the hair transplant patient.
  • the total number of hairs collected by one of the non-incision method and the incision method is different for each operation, and there is a difference in the ratio of single hair, double hair, triple hair or more, so the total number of hair and single hair
  • It is difficult for a doctor with relatively little experience to make a hair transplant surgery plan because it is necessary to determine the hair ratio information of hair, double hair, triple hair or more with the naked eye of the doctor and make a hair transplant surgery plan.
  • hair transplantation occurs naturally when hair is planted evenly left and right according to the thickness and degree of damage of the hair.
  • the number of hairs is limited, if the hair is densely planted in either part, the ratio is not constant or hair asymmetry occurs. If the part to be implanted irregularly, the bangs design was not planted as planned, and there was a problem that the satisfaction of the hair transplant patient was lowered.
  • the present invention detects the number of hairs collected from the patient's affected area to determine the number of hairs in real time, detects the transplant surgery area of the hair transplant patient, and induces the location and distribution of hair transplantation within the area.
  • the number of hairs being planted is displayed in real time or the skin tissue collected during hair transplantation is photographed to measure the condition of the hair, such as the thickness of the hair and whether the surface of the hair is damaged, based on the image information, and the total number of hairs is displayed in real time to reduce the fatigue of the surgeon during the operation and lower the difficulty of the operation so that even doctors with little experience in surgery can perform hair transplantation smoothly.
  • the purpose of this is to provide a hair evaluation device for hair transplant surgery that can increase the satisfaction of hair transplant patients by providing information on the number and ratio of parts and the remaining collected hair to plan hair transplant surgery and effectively form a design. there is.
  • the hair evaluation device for hair transplant surgery according to an embodiment of the present invention is fixed to one side of the patient's operating table, and the fixed height, angle, and fixed interval of the hair harvesting camera unit, the head camera unit, and the display unit are measured.
  • the evaluation device body that adjusts and supports, and the camera shape coupled to the upper end of the evaluation device body or connected by wire or wirelessly accommodates the collected hair part of the hair transplant patient at the lower end of the camera, and takes the collected hair part 3D image
  • a hair harvesting camera unit that measures depth information by taking a three-dimensional image of the surgical location of the hair transplant patient's head in the form of a camera coupled to one side of the upper end of the evaluation device body or connected by wire or wirelessly, and a head camera unit measuring depth information
  • a display unit for displaying on the screen the virtual information analyzed by comparison and analysis by the smart control unit with the depth 3D image information captured by the hair-collecting camera unit and the head camera unit, and formed inside the evaluation device body, the hair-collecting camera unit, the head camera It includes a smart control unit that identifies the depth 3D image information photographed in the unit, automatically classifies the object extracted from the 3D image information based on setting data, compares and analyzes the classified information, and transmits it to the display unit.
  • the hair evaluation device for hair transplant surgery is fixed to one side of the patient's operating table, and supports the hair collecting hair camera unit, the head camera unit, and the fixed height, angle, and fixed interval of the display unit.
  • the evaluation device body and the hair evaluation device body are coupled to one side of the upper end of the body or are wired or wirelessly connected to the lower end of the camera to accommodate the collected hair part of the hair transplant patient, and take a three-dimensional image of the collected hair part to obtain depth information.
  • a camera unit for collecting hair that measures A head camera unit, a display unit that displays on the screen the virtual information compared and analyzed by the smart control unit with the depth 3D image information captured by the head camera unit and the hair collecting camera unit, and the hair collecting camera unit and the head camera unit formed inside the body of the hair evaluation device It includes a smart control unit that identifies the depth 3D image information captured in the 3D image information, automatically classifies the object extracted from the 3D image information based on the setting data, and compares and analyzes the classified information and transmits it to the display unit.
  • information on the number of hairs collected during hair transplantation is detected to determine the number of hairs each in real time, the transplant surgery area of the hair transplant patient is detected, and the number of hairs remaining per detected surgical area is detected in real time.
  • the standard density of the number of hair follicles it guides the location and distribution of hair transplantation by evenly distributing a number of virtual images in the form of dots in the area where surgery is not performed in the transplant surgery area of a hair transplant patient.
  • the number is displayed in real time or the skin tissue collected during a hair transplant operation is taken to measure the condition of the hair, such as the thickness of the hair and whether the hair surface is damaged, based on the image information, and the total number of hair follicles is displayed in real time.
  • This reduces the fatigue of the surgeon during the operation and lowers the difficulty of the operation, so that even doctors with little experience in surgery can perform hair transplantation smoothly. It provides information on the number and proportion of hairs to be harvested, arranges single hair, double hair, and triple hair appropriately to plan hair transplant surgery, and effectively forms a design to increase the satisfaction of hair transplant patients.
  • FIG. 1 is a perspective view showing the overall components of a hair evaluation device for hair transplant surgery according to the present invention
  • FIG. 2 is a perspective view showing a shape in which the lower end of the hair counting body of the hair evaluation device according to the present invention has a structure of a stationary body;
  • FIG. 3 is a perspective view showing a shape in which the lower end of the hair counting body of the hair evaluation device according to the present invention has a structure of a table fixed body;
  • FIG. 4 is a perspective view showing a shape including a head camera unit in the hair evaluation device according to the present invention.
  • FIG. 5 shows the shape of the hair-collecting camera unit coupled to the hair counting body according to the present invention, and shows the direction in which the fixed height, angle, and fixed interval of the hair-collecting camera unit are adjusted by arrows, and the hair-collecting camera is vertical
  • FIG. 6 is a perspective view showing the shape of the display unit coupled to the hair counting body according to the present invention, projecting the shape in which the smart control unit is built in;
  • FIG. 7 is an embodiment diagram showing the shape of the display unit coupled to the hair counting body according to the present invention, and showing the direction in which the fixed height and angle of the display unit and the fixed interval are adjusted with arrows;
  • FIG. 8 is a block diagram illustrating components of a display unit according to the present invention.
  • FIG. 9 is a block diagram showing components of a display output unit according to the present invention.
  • FIG. 10 is a block diagram showing the components of a patient operation state screen according to the present invention.
  • 11A is a block diagram showing the components of the screen for collecting hair according to the first embodiment of the present invention.
  • 11B is a block diagram showing the components of the hair collection state screen according to the second embodiment of the present invention.
  • FIG. 12A is a block diagram illustrating components of a hair counting display unit according to a first embodiment of the present invention
  • FIG. 12B is a block diagram showing the components of a hair thickness display unit according to a second embodiment of the present invention.
  • FIG. 12c is a block diagram showing the components of a hair damage display unit according to a second embodiment of the present invention.
  • FIG. 13 is a block diagram showing the components of a smart control unit according to the present invention.
  • FIG. 14 is a block diagram showing the components of the hair collection analysis unit according to the present invention.
  • 15 is a block diagram showing the components of the surgical site analysis unit according to the first embodiment of the present invention.
  • 16 is an exemplary diagram illustrating the shape of the head camera unit according to the present invention, and showing the direction in which the fixed height and angle of the head camera unit and the fixed interval are adjusted with arrows.
  • the hair evaluation device 1 includes a hair evaluation device body 100, a hair harvesting camera unit 200, It includes a display unit 300 and a smart control unit 400 .
  • the hair evaluation device 1 may further include a head camera unit 500 .
  • the hair evaluation apparatus main body 100 serves to control and support the fixed height, angle, and fixed interval of the hair harvesting camera unit and the display unit.
  • the hair evaluation device body 100 is, for example, the shape of an upright support, more specifically , around the patient in a circular rod shape, for example, may be fixed to one side of the operating table side. Otherwise, when observing only separated hair follicles, not the patient, the hair evaluation device body 100 does not need to be fixed around the patient.
  • the structure of the lower end of the hair evaluation device body 100 may be any one of a stationary body 100a and a table fixed body 100b.
  • the stationary body 100a is formed so that the lower end of the upright circular bar has a wide surface, and is placed on the floor or table top to support the hair evaluation device body 100 in a stationary manner.
  • the table fixed main body 100b is formed so that a double-structured fixed frame at the lower end of an upright circular bar is formed to adjust the spacing in the up and down directions in a bolt fastening method, is inserted between the ends of the table, and is fixed, so that the hair evaluation device
  • the main body 100 is supported in a fixed table manner.
  • the hair harvesting camera unit 200 has a camera shape coupled to an upper end of the hair evaluation device body or connected by wire or wirelessly, and accommodates the collected hair of the hair transplant patient at the lower end of the camera, and the collected hair part is two-dimensional.
  • a three-dimensional image is taken and depth information is directly measured from the three-dimensional image, or the smart controller 400 serves to infer depth information from a two-dimensional image.
  • the two-dimensional image may be taken by a high-definition camera included in the hair harvesting camera unit 200 .
  • the two-dimensional image may be usefully used mainly to evaluate the quality of hair for each individual hair follicle.
  • the hair harvesting camera unit 200 includes a depth camera
  • the three-dimensional image may be taken by the depth camera.
  • the depth camera referred to in the present disclosure includes a stereo depth camera, an infrared It may include, but is not limited to, a depth camera (IR depth camera) and a ToF camera.
  • the 3D image may be mainly used to determine the number of hair follicles, but may also be used to evaluate the hair quality of individual hair follicles.
  • the hair collection camera unit 200 may include a hair collection position adjustment unit 210 and a hair collection camera 220 .
  • the hair collection position adjustment unit 210 is coupled to one side of the upper side of the main body of the hair evaluation device, the hair collection is supported at the bottom, the hair measurement camera is supported on the top, and the height, distance, and angle of the hair collection camera unit are adjusted. plays a role
  • the collected hair is accurately positioned in the photographing composition of the hair harvesting camera, and the collected hair is positioned so that doctors and nurses can easily take it out and use it.
  • the hair harvesting camera 220 is coupled to the end of the hair harvesting position adjusting unit to emit a laser, receives a signal reflected from the object, senses the distance, area, and height of the object, and then converts the object through a point on a three-dimensional surface to shape data serves to extract
  • the display unit 300 serves to display two-dimensional image information or depth three-dimensional image information captured by the hair harvesting camera unit and virtual information analyzed and compared by the smart controller on the screen.
  • This may include a display position adjusting unit 310 and a display output unit 320 .
  • the display position adjusting unit 310 is coupled to one side of the upper surface of the hair evaluation device main body and serves to adjust the height, distance, and angle of the display screen.
  • the image information of the display output unit is positioned so that doctors and nurses performing hair transplantation surgery can easily check it.
  • the display output unit 320 includes a patient operation state screen 321 that displays image information captured by the head camera unit on the screen, and a hair collection state screen 322 that displays image information captured by the hair collecting camera unit on the screen. ) It plays a role of selectively outputting an image to the screen, or dividing each image and outputting it to the screen.
  • This provides image information to doctors and nurses performing hair transplantation surgery by displaying image information captured by the hair harvesting camera unit 200 and the head camera unit 500 during hair transplantation surgery.
  • the patient operation status screen 321 detects the color of the sketch part of the patient's head before the hair transplant operation in the image taken by the head camera unit 500 to display the perimeter of the surgical area with a pen, and detects the perimeter and perimeter.
  • Display image detection (321a) to detect and display the inner area of the surface is output, and display image detection (321a) according to the number of hairs collected from the hair transplant patient detected from the image photographed by the hair harvesting camera unit 200
  • a sketch image controller 321b for distributing and displaying images of hair in the form of dots according to a predetermined arrangement is formed inside the portion.
  • the predetermined arrangement may be an arrangement in which each of the number of hairs per follicle is evenly distributed, for example, single hair, double hair, triple hair, for example, single hair is centrally distributed in the front of the hairline, and double It may be an arrangement to evenly distribute the hair and triple hair thereon, and those skilled in the art will be able to imagine various arrangements.
  • the surgical area in which the patient's surgery is performed is sensed through the display image detection 321a and the sketch image controller 321b, and the number of hairs collected from the patient is applied to the detected surgical area so that the doctor can determine the level of hair transplantation before surgery.
  • By lowering the difficulty even doctors with little experience in surgery can perform hair transplantation smoothly, and hair transplantation that forms an even distribution through planned hair transplantation can be achieved, and ultimately, the satisfaction of hair transplant patients can be increased.
  • a detected image is divided into follicular units, and then a pre-trained neural network or heuristic ( The heuristic) method can evaluate the number of hairs (single hair, double hair, triple hair, etc.) in individual follicular units, and an excessively detailed description thereof will be omitted because it may obscure the gist of the present invention.
  • the hair collection status screen 322 includes a hair counting display unit 322a for counting the number of hairs per one follicle in the image area detected by the hair collection camera unit 200;
  • a used hair ratio display unit 322b is formed for determining and displaying the number and ratio of hairs that are used from the number of hairs per follicle counted by the hair counting display unit and are reduced in real time.
  • the ratio can be estimated, and a statistical method can be used together in this process.
  • the hair counting display unit 322a may include single hair counting (322a-1), double hair counting (322a-2), triple hair counting (322a-3).
  • the single hair counting 322a-1 counts and displays the number of single hairs having one hair in one hair follicle in the image measured by the hair collection camera unit.
  • the double hair counting 322a-2 counts and displays the number of double hairs having two hairs in one hair follicle in the image measured by the hair collection camera unit.
  • the triple hair counting 322a-3 counts and displays the number of triple hairs having three or more hairs in one hair follicle in the image measured by the hair collection camera unit.
  • the hair counting display unit 322a is classified into single hair counting (322a-1), double hair counting (322a-2), triple hair counting (322a-3) according to the number of hairs per collected patient's hair follicles.
  • the number and ratio of hairs per each follicle are displayed to provide information to the doctor so that single hair, double hair, and triple hair can be distributed according to a predetermined arrangement in the hair transplantation part.
  • single hair, double hair, triple hair may be evenly distributed, but is not limited thereto.
  • single hair counting (322a-1), double hair counting (322a-2), triple hair counting (322a-3) of the above-mentioned hair counting display unit 322a is only one embodiment, those of ordinary skill in the art are one Of course, the number of hairs per hair follicle can be variously classified, counted, and displayed based on the number of hairs formed in the hair follicles.
  • the number of hairs per hair follicle is distributed according to a predetermined arrangement in the hair transplant operation part according to the judgment of the doctor performing the hair transplant operation, and the hair transplantation is performed so that the natural hair transplantation operation is performed. It can increase the satisfaction of transplant patients.
  • the used hair ratio display unit 322b provides real-time information to the doctor by displaying the remaining number and ratio of single hair, double hair, and triple hair counted by the hair counting display unit 322a, respectively, used and reduced.
  • the number of hairs per hair follicle is distributed according to a predetermined arrangement in the surgical part according to the judgment of the doctor performing the hair transplantation operation, for example, single hair, double hair, triple hair are evenly distributed respectively to perform hair transplantation Therefore, it is possible to increase the satisfaction of hair transplant patients by allowing natural hair transplant surgery to be performed.
  • the hair collection state screen 322 selects an image from the tip of the hair included in the detected image area to the opposite end, and measures the average thickness of the selected hair to create augmented reality.
  • a hair thickness display unit 322c to express in micrometer units and; Whether or not there is hair damage that selects an image from the tip of the hair included in the detected image area to the opposite end, measures the curvature of each outer boundary of the selected hair, and extracts the outline through augmented reality to express the degree of hair damage
  • one display unit is selectively displayed or both display units are displayed.
  • the detected image is divided into units of follicles, and similarly, using a pre-learned neural network or heuristic method, It can evaluate the quality of hair thickness, damage, etc.
  • the hair thickness display unit 322c is, for example, a first hair thickness portion 322c-1, a second hair thickness portion 322c-2, a third hair thickness portion 322c-3, and a fourth hair thickness part 322c - 4 may be included.
  • the first hair thickness unit 322c-1 automatically calculates the thickness of hair, which is included in the region and the average thickness of measured hair is identified as a predetermined first thickness, for example, 40 micrometers or less to determine the number of hairs and Shows the proportion of identified hair among the total number of measured hairs.
  • the second hair thickness part 322c-2 is included in the region and the average thickness of measured hair is identified within a predetermined second thickness to a predetermined third thickness, for example, 40 to 60 micrometers. It is automatically calculated and shows the number of hairs and the proportion of identified hair among the total number of measured hairs.
  • the third hair thickness unit 322c-3 is included in the region and the average thickness of measured hair is identified within a predetermined fourth thickness to a predetermined fifth thickness, for example, 60 to 75 micrometers. It is automatically calculated and shows the number of hairs and the proportion of identified hair among the total number of measured hairs.
  • the fourth hair thickness unit 322c-4 automatically calculates the thickness of the hair, which is included in the region and the average thickness of measured hair is identified as a predetermined sixth thickness, for example, 75 micrometers or more, the number of hairs and Shows the proportion of identified hair among the total number of measured hairs.
  • the predetermined first to sixth thicknesses may be appropriately adjusted according to gender, age, and race.
  • the hair thickness display unit 322c includes a first hair thickness unit 322c-1 and a second hair thickness unit 322c-2 within a thickness range set according to the sampled patient's hair detection thickness. ), the third hair thickness section 322c-3, and the fourth hair thickness section 322c-4, and display the number and ratio of hairs included in each hair thickness region to provide information to the doctor and provide hair Make sure to plant hair of a suitable thickness for the transplanted area.
  • the entire range to which the average thickness of hair belongs may be divided into two or more hair thickness ranges, and the hair thickness display unit 322c, for each of the hair thickness ranges, is included in the area and measured
  • the hair thickness display unit 322c for each of the hair thickness ranges, is included in the area and measured
  • hair transplantation is performed at an appropriate location of the hair transplant operation part according to the number and ratio of the thickness of the hair, thereby increasing the engraftment rate of the hair, and allowing the hair transplantation operation to be performed naturally. It can increase the satisfaction of transplant patients.
  • the hair damage indication unit 322d is included in the area and the cuticle layer on the surface of the hair is closely and densely arranged according to the degree of damage to the hair based on the result of measuring the outer surface and outer boundary of the photographed hair, and the degree of luster.
  • Normal hair which is shiny hair, and at least a portion of the cuticle layer surrounding the outer surface of the hair may include a normal hair and damaged hair detection unit for detecting damaged hair.
  • the damaged hair may be classified into one or more categories according to the degree of damage to the damaged hair.
  • the hair damage display unit 322d includes a normal hair detection unit 322d-1, a first damaged hair detection unit 322d - 2, a second damaged hair detection unit 322d-3, and a third damaged hair detection unit. (322d-4).
  • the normal hair detection unit 322d-1 measures the outer surface, the outer boundary, and the degree of gloss of the photographed hair included in the area to detect shiny hair with the cuticle layer on the surface of the hair closely and densely arranged. .
  • the first damaged hair detection unit 322d - 2 measures the outer surface, the outer boundary, and the degree of luster of the photographed hair included in the area, and the cuticle layer surrounding the outer surface of the hair is damaged in the initial stage of damaged hair. detect
  • the second damaged hair detection unit 322d-3 measures the outer surface, outer boundary, and glossy information of the measured hair included in the region, so that the cuticle damage on the outer surface of the hair is large, and the area where the cuticle is completely peeled off appears Detect damaged hair.
  • the third damaged hair detection unit 322d-4 is included in the region and measures the outer surface, outer boundary, and glossy information of the measured hair, so that a part of the outer surface of the hair is torn or cut, and the cuticle is mostly worn out of the hair. Detect damaged hair.
  • the hair damage display unit 322d includes a normal hair detection unit 322d-1, a first damaged hair detection unit 322d-2, and a second damaged hair detection area set according to whether or not the collected patient's hair is damaged. It is classified into a damaged hair detection unit 322d-3 and a third damaged hair detection unit 322d-4, and the number and ratio of hairs included in each hair damaged area are displayed to provide information to a doctor suitable for hair transplantation. Allow the hair to be planted.
  • the configuration of the hair damage display unit 322d is not limited to the first to third damaged hair detection units of the above-described examples.
  • the smart control unit 400 is a kind of computing device embedded in the body of the hair evaluation device, and may include a communication unit, a processor, etc. to perform the information processing function described in the present disclosure.
  • the configuration of such a computing device is well known to those of ordinary skill in the art, and an excessively detailed description thereof will be omitted.
  • the smart control unit 400 is formed inside the body of the hair evaluation device to identify the depth 3D image information captured by the hair harvesting camera unit or infer the depth 3D image information from the 2D image information captured by the hair harvesting camera unit, , serves to automatically classify objects extracted from 3D image information based on setting data, compare and analyze the classified information, and deliver it to the display unit.
  • This may include a hair collection analysis unit 410 .
  • the smart control unit may further include a surgical site analysis unit 420 .
  • the hair harvesting analysis unit 410 compares hair detected from the skin tissue of the hair transplant patient through the three-dimensional image information captured or inferred by the hair harvesting camera unit or hair collected from the hair transplant patient with set data. plays a role in the analysis.
  • the hair collection analysis unit 410 includes a noise removal step (S411), a pre-processing step (S412), a hair image detection step (S413), a determining the number of hairs (S415), and information transfer Steps S416 are sequentially performed.
  • the noise removing step ( S411 ) serves to remove noise such as light or foreign substances unnecessarily reflected from the incised skin tissue and hair in the captured image.
  • the pre-processing step (S412) of the collected hair serves to contrast the incised skin tissue with the hair in the captured image to make the boundary between the skin tissue and the hair clear.
  • the hair image detection step ( S413 ) serves to detect a hair image from the pre-processed captured image.
  • the information transfer step (S416) serves to transmit the identified number of hair information to the smart control unit.
  • the hair collection analysis unit 410 is a hair image detection step (S413), a hair damage identification step (S414), a determining the number of hairs (S415), an information delivery step (S416) Steps including the may be performed sequentially.
  • a hair image detection step (S413) Prior to the hair image detection step (S413), at least one of the noise removing step (S411) and the pre-processing step (S412) of the collected hair may be further performed prior to the hair image detection step (S413).
  • the noise removing step ( S411 ) removes noise such as unnecessary reflected light or foreign substances from the skin tissue and hair collected from the captured image.
  • the hair image detection step (S413) detects a hair image from the pre-processed captured image.
  • a part of the detected hair image area is enlarged to identify the thickness and damage of the hair and displayed in augmented reality.
  • a hair image is detected, and based on one hair follicle from the detected hair, single hair with one hair, double hair with two hairs, and triple hair with three hairs, respectively Get information on the number of
  • the hair harvested hair analysis unit 410 is a 3D graphic geometry processing technology according to an image processing method for analyzing the hair collected from a hair transplant patient, which is a model and view conversion step, a lighting and shading step, and a projection.
  • image processing techniques such as step, arrangement step, and screen mapping step can be selectively used.
  • the surgical site analysis unit 420 detects the surgical area image information of the hair transplant patient through the 3D image information taken from the head camera unit or the 3D image information inferred from the 2D image information, and in the collected hair analysis unit It serves to compare and analyze surgical location information using the detected hair data.
  • the surgical site analysis unit 420 sequentially performs the steps including the area measurement step (S421), the number information identification step (S424), and the information delivery step (S425).
  • the steps including the area measurement step (S421), the number information identification step (S424), and the information delivery step (S425) can At least one of the noise removal step S422 and the surgical area pre-processing step S423 may be further performed prior to the number information identification step (S424).
  • the area measurement step (S421) serves to detect a line contour image to be designed for the surgical part of the hair transplant patient, and measure the inner area area based on the peripheral surface of the contour image.
  • the noise removal step ( S422 ) serves to remove noise such as reflected light or foreign substances unnecessary taken from the skin tissue and sequentially planted hair in the area measured based on the peripheral surface of the contour image.
  • the operation area pre-processing step ( S423 ) serves to contrast the skin tissue included in the area measured based on the circumferential surface of the contour image with the hair to be sequentially planted.
  • the number information identification step detects a hair image planted in the area measured based on the peripheral surface of the outline image, and a single hair in which one hair is formed based on one hair follicle among the hairs planted in the area, two It detects double hair in which hairs are formed and triple hair in which three hairs are formed, and serves to identify information on the number of hairs each planted.
  • the information transfer step (S425) serves to transmit the detected number of planted hair information to the smart control unit.
  • the surgical site analysis unit 420 performs a model and view transformation step, lighting and shading, which is a geometry processing technology of 3D graphics, according to an image processing method for analyzing a surgical part of a hair transplant patient.
  • Various image processing techniques such as processing step, projection step, arrangement step, and screen mapping step can be selectively utilized.
  • the smart control unit 400 according to the first embodiment of the present invention has the following characteristics.
  • the display is different, such as setting the color according to the single hair with one hair follicle, double hair with two hairs, and triple hair with three hairs based on one hair follicle in the detected hair. (differentiate), when automatically distributed in a dot form, each of the number of hairs per follicle, for example, single hair, double hair, and triple hair, is distributed according to a predetermined arrangement to form a virtual image on the patient's operation state screen.
  • planted head area among the number of hairs planted/displayed area By automatically calculating the standard density of hair to be planted through the ratio of the number of remaining incised hairs/unplanted head area among the displayed area, the ratio distribution information within the area according to the standard density and It provides the number of remaining hair compared to the remaining area in real time.
  • the smart control unit 400 is the first hair thickness part, the second hair thickness part, the third hair thickness part, and the fourth hair identified based on the average thickness information in the detected hair.
  • the display (or display format) is different, such as setting the color in the display image according to the thickness part, and a virtual image is formed with display information that is different according to the thickness of the hair, for example, color information on the surgical site of a hair transplant patient. Therefore, a hair transplant location is recommended.
  • the smart control unit 400 when the entire range to which the average thickness of hair belongs is divided into two or more hair thickness ranges, the smart control unit 400, each of the hair thicknesses identified based on the average thickness information in the detected hair It is possible to recommend a hair transplant location by changing the display, such as setting a color in the display image according to the range, and forming a virtual image with display information such as color information according to the thickness of hair on the surgical site of a hair transplant patient.
  • the hair evaluation device 1 additionally receives a signal reflected from the surgical part of a hair transplant patient, senses the distance, area, and height of the surgical part, and extracts object shape data through a three-dimensional point.
  • a camera unit 500 is included.
  • the head camera unit 500 takes a two-dimensional or three-dimensional image of the treatment position of the head of a hair transplant patient and directly measures depth information from the three-dimensional image, or makes the smart controller 400 infer depth information from the two-dimensional image can do it
  • the head camera position adjusting unit 510 is coupled to one side of the upper side of the main body of the hair evaluation device and serves to adjust the height, distance, and angle of the patient's surgery camera to photograph the surgical part of the hair transplant patient.
  • the surgical part is accurately positioned in the photographing composition of the patient's surgery camera in response to the prone state, the lying position, or the lying direction of the hair transplant patient.
  • the patient surgery imaging camera 520 is coupled to the end of the head camera position control unit to emit a laser, receives a signal reflected from the surgical part of the hair transplant patient, and senses the distance, area, and height of the surgical part to sense the three-dimensional point It plays a role in extracting shape data of objects through
  • one hair counting body is selectively installed and fixed among the stationary body and the table fixed body depending on the situation of the operating room.
  • the fixed height, angle, and fixed interval of the hair harvesting camera unit, the display unit, and the head camera unit are adjusted.
  • the hair-collecting camera unit is positioned and fixed to facilitate photographing at the position where the hair to be collected is placed, and the display unit is positioned and fixed to facilitate the treatment of the doctor's gaze during surgery, and the head camera unit is photographed on the surgical part of the patient during surgery. Position it so that it is easy to fix.
  • the hair collected from the scalp of the hair transplant patient by either a non-incision method or an incision method is accommodated in a hair storage container in which the hair follicle preservation solution is stored and stored.
  • the collected hair is focused and photographed.
  • single hair, double hair, and triple hair are automatically classified according to the number of hairs per follicle of the collected hair photographed through the smart controller, and the number of each is displayed.
  • the hair thickness is automatically classified within the set range to display the number of steps, and the outer boundary of the collected hair is measured to automatically classify whether the hair is damaged within the set range. Indicate the number of steps.
  • the surgical part sketch area marked by the doctor on the surgical part of the hair transplant patient is photographed and recognized through the head camera unit.
  • the total number of hairs and (i) the ratio of single hair, double hair, triple hair or more, (ii) the number of steps according to the thickness of the hair, and/or (iii) the hair ratio of the number of hairs according to whether or not the hair is damaged is displayed so that the doctor can check in the middle of the operation, maintain an appropriate ratio according to the hair transplant surgery plan, and plant hair according to the plan, thereby increasing the satisfaction of hair transplant patients.
  • hair collection camera position control unit 220 hair collection camera
  • 322 screen of collected hair state 322a: hair counting display unit
  • 322b used hair ratio display unit 322c: hair thickness display unit
  • hair damage display unit 400 control unit
  • head camera unit 510 head camera position adjustment unit

Abstract

The present invention relates to a hair evaluation device for hair transplant surgery, which: captures images of hair collected during hair transplant surgery and, on the basis of image information, measures the condition of hair, such as the thickness of hair and whether the surface of hair is damaged; displays the total number of hair follicles in real time or guides the location and distribution of a hair transplant within a hair transplant area; displays the number of hairs being planted in real time, thus reducing the fatigue of a surgeon during surgery; enables even a doctor with little surgical experience to smoothly perform hair transplant surgery by lowering the difficulty of surgery; and can increase the satisfaction of a hair transplant patient through planned hair transplant surgery.

Description

모발 이식수술용 모발 평가장치Hair evaluation device for hair transplant surgery
본 발명에서는 모발이식수술시 채취된 모발을 촬영하여 이미지 정보를 바탕으로 모발의 굵기, 모발 표면의 손상 여부와 같은 모발의 상태를 측정하고, 모낭의 전체적인 개수를 실시간으로 표시하거나, 모발이식영역 내의 모발이식 위치 및 분포를 유도해주고, 심어지고 있는 모발의 개수를 실시간으로 표시하여 수술시 의사의 피로도를 줄여주고, 수술의 난이도를 낮춰주어 수술경력이 많지 않은 의사도 원활한 모발이식 수술을 할 수 있으며, 계획적으로 모발이식수술을 하여 모발이식 환자의 만족도를 높일 수 있는 모발 이식수술용 모발 평가 장치에 관한 것이다.In the present invention, the hair collected during hair transplantation is photographed and the condition of the hair such as the thickness of the hair and whether the hair surface is damaged is measured based on the image information, and the total number of hair follicles is displayed in real time, or within the hair transplantation area. It guides the location and distribution of hair transplantation, displays the number of hairs being planted in real time to reduce the surgeon's fatigue during surgery, and lowers the difficulty of the operation so that even doctors with little experience in surgery can perform hair transplantation smoothly. , relates to a hair evaluation device for hair transplant surgery, which can increase the satisfaction of hair transplant patients by planning hair transplant surgery.
모발이식수술은 모발이식환자의 선택적으로 가장 상태가 좋은 모발을 미세한 펀치를 이용하여 모낭 면적 크키만큼 뿌리채 채취하여 식모기에 맞도록 주변을 다듬은 후 앞머리에 이식하는 비절개 방식과, 모발이식환자의 후두부를 절개하여 떼어낸 피부조직에서 개별적으로 모낭을 분리하고, 모발이식환자의 이식부분에 모낭단위로 이식하는 절개 방식으로 이루어진다.Hair transplantation surgery is a non-incision method in which the hair in the best condition is selectively collected from the hair transplant patient as much as the size of the hair follicle using a fine punch, trimmed around it to fit the transplantation period, and then transplanted into the frontal area, and the hair transplant patient The hair follicles are individually separated from the skin tissue removed by incision of the back of the head, and the hair follicle unit is transplanted into the transplanted part of the hair transplant patient.
이와 같이 비절개 방식, 절개 방식 중 하나의 방식으로 채취되는 모발은 수술시마다 채취되는 모발의 전체적인 개수가 다르고, 단일모, 더블모, 트리플모 이상의 모발 비율에 차이가 있어, 모발의 전체적인 개수 및 단일모, 더블모, 트리플모 이상의 모발 비율정보를 의사의 육안으로 판단하고 모발이식 수술 플랜을 세워야하여 비교적 경험이 적은 의사의 경우 모발이식수술 플랜을 세우기 어렵고, 의사의 경험과 노하우에 의존하고, 의사의 숙련도에 따라 모발이식수술의 성공여부가 달라지는 문제점이 있었다.As such, the total number of hairs collected by one of the non-incision method and the incision method is different for each operation, and there is a difference in the ratio of single hair, double hair, triple hair or more, so the total number of hair and single hair It is difficult for a doctor with relatively little experience to make a hair transplant surgery plan because it is necessary to determine the hair ratio information of hair, double hair, triple hair or more with the naked eye of the doctor and make a hair transplant surgery plan. There was a problem in that the success or failure of hair transplant surgery was different depending on the skill level of the surgeon.
구체적으로, 모발이식환자의 앞머리에 모발이식 수술시 모발의 굵기 및 손상정도에 따라 좌·우 고르게 모발을 심어야 자연스럽게 모발이식이 이루어지는데 채취한 모낭의 개수 또는 채취된 모발의 굵기 및 손상정도에 따른 모발의 개수는 한정적인데 비해 어느 한쪽 부분에 촘촘히 모발을 심을 경우 비율이 일정하지 않거나 모발의 비대칭이 발생하고, 수술중 모발이 부족할 경우 추가적인 절개 및 비절개 방식으로 모발을 채취해야하고, 모발이 이식되는 부분이 불규칙적으로 심어질 경우 앞머리 디자인이 계획대로 심어지지 않고 모발이식환자의 수술 만족도가 떨어지는 문제점이 있었다.Specifically, in the case of hair transplantation on the forehead of a hair transplant patient, hair transplantation occurs naturally when hair is planted evenly left and right according to the thickness and degree of damage of the hair. Although the number of hairs is limited, if the hair is densely planted in either part, the ratio is not constant or hair asymmetry occurs. If the part to be implanted irregularly, the bangs design was not planted as planned, and there was a problem that the satisfaction of the hair transplant patient was lowered.
[선행기술문헌] 대한민국 등록특허공보 제10-1870689호(2018.06.19. 등록) [Prior art document] Republic of Korea Patent Publication No. 10-1870689 (registered on June 19, 2018)
상기의 문제점을 달성하기 위해 본 발명에서는 환자의 환부에서 채취되는 모발의 개수정보를 검출하여 실시간 모발 개수를 파악하고, 모발이식환자의 이식수술영역을 감지하여 영역내의 모발이식 위치 및 분포를 유도해주고, 심어지고 있는 모발의 개수를 실시간으로 표시하거나 모발이식 수술시 채취된 피부조직을 촬영하여 이미지 정보를 바탕으로 모발의 굵기, 모발 표면의 손상 여부와 같은 모발의 상태를 측정하고, 모발의 전체적인 개수를 실시간으로 표시하여 수술시 의사의 피로도를 줄여주고, 수술의 난이도를 낮춰주어 수술경력이 많지 않은 의사도 원활한 모발이식 수술을 할 수 있으며, 무엇보다 실시간으로 의사에게 모발이식 수술중 환자의 모발이식부분과 남아있는 채취 모발의 개수 및 비율정보 등을 제공하여 계획적으로 모발이식수술을 하며 디자인을 효과적으로 형성하여 모발이식 환자의 만족도를 높일 수 있는 모발 이식수술용 모발 평가장치를 제공하는 데 그 목적이 있다.In order to achieve the above problems, the present invention detects the number of hairs collected from the patient's affected area to determine the number of hairs in real time, detects the transplant surgery area of the hair transplant patient, and induces the location and distribution of hair transplantation within the area. , the number of hairs being planted is displayed in real time or the skin tissue collected during hair transplantation is photographed to measure the condition of the hair, such as the thickness of the hair and whether the surface of the hair is damaged, based on the image information, and the total number of hairs is displayed in real time to reduce the fatigue of the surgeon during the operation and lower the difficulty of the operation so that even doctors with little experience in surgery can perform hair transplantation smoothly. The purpose of this is to provide a hair evaluation device for hair transplant surgery that can increase the satisfaction of hair transplant patients by providing information on the number and ratio of parts and the remaining collected hair to plan hair transplant surgery and effectively form a design. there is.
상기의 목적을 달성하기 위해 본 발명의 일 실시 예에 따른 모발 이식수술용 모발 평가장치는 환자 수술대 측면 일측에 고정되고, 채취모발 카메라부, 두상 카메라부, 디스플레이부의 고정높이 및 각도, 고정간격을 조절하며 지지하는 평가장치 본체와, 평가장치 본체의 상단 일측에 결합되거나 유선 또는 무선으로 연결된 카메라 형상으로 카메라의 하단에 모발이식환자의 채취된 모발부를 수용하고, 수용된 채취된 모발부를 3차원 영상 촬영하여 깊이정보를 측정하는 채취모발 카메라부와, 평가장치 본체의 상단 일측에 결합되거나 유선 또는 무선으로 연결된 카메라 형상으로 모발이식환자 두상의 시술위치를 3차원 영상 촬영하여 깊이정보를 측정하는 두상 카메라부와, 채취모발 카메라부, 두상 카메라부에서 촬영된 깊이 3차원 영상 정보와 스마트 제어부에서 비교분석한 가상 정보를 화면에 표시하는 디스플레이부와, 평가장치 본체 내부에 형성되어 채취모발 카메라부, 두상 카메라부에서 촬영된 깊이 3차원 영상 정보를 식별하고, 3차원 영상 정보에서 추출된 객체를 설정데이터를 기준으로 자동분류하고, 분류된 정보를 비교분석하여 디스플레이부로 전달하는 스마트 제어부를 포함한다.In order to achieve the above object, the hair evaluation device for hair transplant surgery according to an embodiment of the present invention is fixed to one side of the patient's operating table, and the fixed height, angle, and fixed interval of the hair harvesting camera unit, the head camera unit, and the display unit are measured. The evaluation device body that adjusts and supports, and the camera shape coupled to the upper end of the evaluation device body or connected by wire or wirelessly accommodates the collected hair part of the hair transplant patient at the lower end of the camera, and takes the collected hair part 3D image A hair harvesting camera unit that measures depth information by taking a three-dimensional image of the surgical location of the hair transplant patient's head in the form of a camera coupled to one side of the upper end of the evaluation device body or connected by wire or wirelessly, and a head camera unit measuring depth information A display unit for displaying on the screen the virtual information analyzed by comparison and analysis by the smart control unit with the depth 3D image information captured by the hair-collecting camera unit and the head camera unit, and formed inside the evaluation device body, the hair-collecting camera unit, the head camera It includes a smart control unit that identifies the depth 3D image information photographed in the unit, automatically classifies the object extracted from the 3D image information based on setting data, compares and analyzes the classified information, and transmits it to the display unit.
또한, 본 발명의 다른 실시 예에 따른 모발 이식수술용 모발 평가장치는 환자 수술대 측면 일측에 고정되고, 채취모발 카메라부, 두상 카메라부, 디스플레이부의 고정높이 및 각도, 고정간격을 조절하며 지지하는 모발 평가장치 본체와, 모발 평가장치 본체의 상단 일측에 결합되거나 유선 또는 무선으로 연결된 카메라 형상으로 카메라의 하단에 모발이식환자의 채취된 모발부를 수용하고, 수용된 채취된 모발부를 3차원 영상 촬영하여 깊이정보를 측정하는 채취모발 카메라부와, 모발 평가장치 본체의 상단 일측에 결합되거나 유선 또는 무선으로 연결된 카메라 형상으로 모발이식환자 두상의 시술위치를 3차원 영상 촬영하여 깊이정보를 측정하는 두상 카메라부와, 두상 카메라부, 채취모발 카메라부에서 촬영된 깊이 3차원 영상 정보와 스마트 제어부에서 비교분석한 가상 정보를 화면에 표시하는 디스플레이부와, 모발 평가장치 본체 내부에 형성되어 채취모발 카메라부, 두상 카메라부에서 촬영된 깊이 3차원 영상 정보를 식별하고, 3차원 영상 정보에서 추출된 객체를 설정데이터를 기준으로 자동분류하고, 분류된 정보를 비교분석하여 디스플레이부로 전달하는 스마트 제어부를 포함한다.In addition, the hair evaluation device for hair transplant surgery according to another embodiment of the present invention is fixed to one side of the patient's operating table, and supports the hair collecting hair camera unit, the head camera unit, and the fixed height, angle, and fixed interval of the display unit. The evaluation device body and the hair evaluation device body are coupled to one side of the upper end of the body or are wired or wirelessly connected to the lower end of the camera to accommodate the collected hair part of the hair transplant patient, and take a three-dimensional image of the collected hair part to obtain depth information. A camera unit for collecting hair that measures A head camera unit, a display unit that displays on the screen the virtual information compared and analyzed by the smart control unit with the depth 3D image information captured by the head camera unit and the hair collecting camera unit, and the hair collecting camera unit and the head camera unit formed inside the body of the hair evaluation device It includes a smart control unit that identifies the depth 3D image information captured in the 3D image information, automatically classifies the object extracted from the 3D image information based on the setting data, and compares and analyzes the classified information and transmits it to the display unit.
이상에서 설명한 바와 같이, 본 발명에서는 모발이식 수술시 채취된 모발의 개수정보를 검출하여 각각의 실시간 모발 개수를 파악하고, 모발이식환자의 이식수술영역을 감지하고, 감지된 수술영역 당 실시간 남아있는 모낭의 개수의 표준밀도를 자동계산하여 모발이식환자의 이식수술영역 중 수술이 진행되지 않는 영역 내에 도트 형태의 다수개의 가상 이미지를 고르게 분포시켜 모발이식 위치 및 분포를 유도해주고, 심어지고 있는 모발의 개수를 실시간으로 표시하거나 채취식 모발이식 수술시 채취된 피부조직을 촬영하여 이미지 정보를 바탕으로 모발의 굵기, 모발 표면의 손상 여부와 같은 모발의 상태를 측정하고, 모낭의 전체적인 개수를 실시간으로 표시하여 수술시 의사의 피로도를 줄여주고, 수술의 난이도를 낮춰주어 수술경력이 많지 않은 의사도 원활한 모발이식 수술을 할 수 있으며, 무엇보다 실시간으로 의사에게 모발이식 수술중 환자의 모발이식부분과 남아있는 채취 모발의 개수 및 비율정보 등을 제공하고 단일모, 더블모, 트리플모를 적절하게 배치하여 계획적으로 모발이식수술을 하며 디자인을 효과적으로 형성하여 모발이식 환자의 만족도를 높일 수 있는 좋은 효과가 있다.As described above, in the present invention, information on the number of hairs collected during hair transplantation is detected to determine the number of hairs each in real time, the transplant surgery area of the hair transplant patient is detected, and the number of hairs remaining per detected surgical area is detected in real time. By automatically calculating the standard density of the number of hair follicles, it guides the location and distribution of hair transplantation by evenly distributing a number of virtual images in the form of dots in the area where surgery is not performed in the transplant surgery area of a hair transplant patient. The number is displayed in real time or the skin tissue collected during a hair transplant operation is taken to measure the condition of the hair, such as the thickness of the hair and whether the hair surface is damaged, based on the image information, and the total number of hair follicles is displayed in real time. This reduces the fatigue of the surgeon during the operation and lowers the difficulty of the operation, so that even doctors with little experience in surgery can perform hair transplantation smoothly. It provides information on the number and proportion of hairs to be harvested, arranges single hair, double hair, and triple hair appropriately to plan hair transplant surgery, and effectively forms a design to increase the satisfaction of hair transplant patients.
도 1은 본 발명에 따른 모발 이식수술용 모발 평가장치의 전체적인 구성요소를 도시한 사시도,1 is a perspective view showing the overall components of a hair evaluation device for hair transplant surgery according to the present invention;
도 2는 본 발명에 따른 모발 평가장치의 모발카운팅 본체 하단이 거치식 본체의 구조로 이루어진 형상을 도시한 사시도,2 is a perspective view showing a shape in which the lower end of the hair counting body of the hair evaluation device according to the present invention has a structure of a stationary body;
도 3은 본 발명에 따른 모발 평가장치의 모발카운팅 본체 하단이 테이블 고정식 본체의 구조로 이루어진 형상을 도시한 사시도,3 is a perspective view showing a shape in which the lower end of the hair counting body of the hair evaluation device according to the present invention has a structure of a table fixed body;
도 4는 본 발명에 따른 모발 평가장치에 두상 카메라부가 포함되어 이루어진 형상을 도시한 사시도,4 is a perspective view showing a shape including a head camera unit in the hair evaluation device according to the present invention;
도 5는 본 발명에 따른 모발카운팅 본체에 결합된 채취모발 카메라부의 형상을 도시하고, 채취모발 카메라부의 고정높이 및 각도, 고정간격이 조절되는 방향을 화살표로 도시하고, 채취모발 촬영카메라가 수직방향으로 간격이 조절되는 것을 부분적으로 확대하여 도시한 부분확대도,5 shows the shape of the hair-collecting camera unit coupled to the hair counting body according to the present invention, and shows the direction in which the fixed height, angle, and fixed interval of the hair-collecting camera unit are adjusted by arrows, and the hair-collecting camera is vertical A partially enlarged view showing that the interval is partially enlarged with
도 6은 본 발명에 따른 모발카운팅 본체에 결합된 디스플레이부의 형상을 도시하고, 내부에 스마트 제어부가 내장된 형상을 투영하여 나타낸 사시도,6 is a perspective view showing the shape of the display unit coupled to the hair counting body according to the present invention, projecting the shape in which the smart control unit is built in;
도 7은 본 발명에 따른 모발카운팅 본체에 결합된 디스플레이부의 형상을 도시하고, 디스플레이부의 고정높이 및 각도, 고정간격이 조절되는 방향을 화살표로 도시한 실시 예도,7 is an embodiment diagram showing the shape of the display unit coupled to the hair counting body according to the present invention, and showing the direction in which the fixed height and angle of the display unit and the fixed interval are adjusted with arrows;
도 8은 본 발명에 따른 디스플레이부의 구성요소를 도시한 블록도,8 is a block diagram illustrating components of a display unit according to the present invention;
도 9는 본 발명에 따른 디스플레이 출력부의 구성요소를 도시한 블록도,9 is a block diagram showing components of a display output unit according to the present invention;
도 10은 본 발명에 따른 환자 시술상태 화면의 구성요소를 도시한 블록도,10 is a block diagram showing the components of a patient operation state screen according to the present invention;
도 11a는 본 발명의 제1 실시 예에 따른 채취모발상태 화면의 구성요소를 도시한 블록도,11A is a block diagram showing the components of the screen for collecting hair according to the first embodiment of the present invention;
도 11b는 본 발명의 제2 실시 예에 따른 채취모발상태 화면의 구성요소를 도시한 블록도,11B is a block diagram showing the components of the hair collection state screen according to the second embodiment of the present invention;
도 12a는 본 발명의 제1 실시 예에 따른 모발카운팅 표시부의 구성요소를 도시한 블록도,12A is a block diagram illustrating components of a hair counting display unit according to a first embodiment of the present invention;
도 12b는 본 발명의 제2 실시 예에 따른 모발굵기 표시부의 구성요소를 도시한 블록도,12B is a block diagram showing the components of a hair thickness display unit according to a second embodiment of the present invention;
도 12c는 본 발명의 제2 실시 예에 따른 모발손상여부 표시부의 구성요소를 도시한 블록도,12c is a block diagram showing the components of a hair damage display unit according to a second embodiment of the present invention;
도 13은 본 발명에 따른 스마트 제어부의 구성요소를 도시한 블록도,13 is a block diagram showing the components of a smart control unit according to the present invention;
도 14는 본 발명에 따른 채취모발 분석부의 구성요소를 도시한 블록도, 14 is a block diagram showing the components of the hair collection analysis unit according to the present invention;
도 15는 본 발명의 제1 실시 예에 따른 수술부위 분석부의 구성요소를 도시한 블록도,15 is a block diagram showing the components of the surgical site analysis unit according to the first embodiment of the present invention;
도 16은 본 발명에 따른 두상 카메라부의 형상을 도시하고, 두상 카메라부의 고정높이 및 각도, 고정간격이 조절되는 방향을 화살표로 도시한 실시례도이다.16 is an exemplary diagram illustrating the shape of the head camera unit according to the present invention, and showing the direction in which the fixed height and angle of the head camera unit and the fixed interval are adjusted with arrows.
본 발명을 설명하기에 앞서, 1개의 모낭에 모발이 1개가 있는 경우 단일모라 하고, 1개의 모낭에 모발이 2개가 있는 경우 더블모라 하고, 1개의 모낭에 모발이 3개 이상 있는 경우 트리플모라 한다.Prior to explaining the present invention, when there is one hair in one follicle, it is called single hair, when there are two hairs in one follicle, it is called double hair, and when there are 3 or more hairs in one follicle, it is called triple hair. .
이하, 본 발명에 따른 바람직한 실시 예를 도면을 첨부하여 설명한다.Hereinafter, preferred embodiments according to the present invention will be described with accompanying drawings.
도 1은 본 발명에 따른 모발 이식수술용 모발 평가장치의 전체적인 구성요소를 도시한 사시도에 관한 것으로, 여기서 모발 평가장치(1)는 모발 평가장치 본체(100), 채취모발 카메라부(200), 디스플레이부(300), 스마트 제어부(400)를 포함한다. 본 발명의 일 실시 예에 따르면 모발 평가장치(1)는 두상 카메라부(500)를 더 포함할 수 있다.1 is a perspective view showing the overall components of a hair evaluation device for hair transplant surgery according to the present invention, wherein the hair evaluation device 1 includes a hair evaluation device body 100, a hair harvesting camera unit 200, It includes a display unit 300 and a smart control unit 400 . According to an embodiment of the present invention, the hair evaluation device 1 may further include a head camera unit 500 .
먼저, 본 발명에 따른 모발 평가장치 본체(100)에 관해 설명한다.First, the hair evaluation device body 100 according to the present invention will be described.
상기 모발 평가장치 본체(100)는 채취모발 카메라부, 디스플레이부의 고정높이 및 각도, 고정간격을 조절하며 지지하는 역할을 한다. 모발 평가장치(1)가 두상 카메라부(500) 및 후술하는 수술부위 분석부(420)를 포함하는 경우에, 모발 평가장치 본체(100)는 예를 들어, 직립된 지지대의 형상, 더 구체적으로, 원형 봉 형상으로 환자 주변에, 예컨대, 수술대 측면 일측에 고정될 수 있다. 그렇지 않고 환자가 아닌 분리된 모낭만을 관찰하는 경우에 모발 평가 장치 본체(100)가 환자 주변에 고정될 필요는 없다.The hair evaluation apparatus main body 100 serves to control and support the fixed height, angle, and fixed interval of the hair harvesting camera unit and the display unit. When the hair evaluation device 1 includes a head camera unit 500 and a surgical site analysis unit 420 to be described later, the hair evaluation device body 100 is, for example, the shape of an upright support, more specifically , around the patient in a circular rod shape, for example, may be fixed to one side of the operating table side. Otherwise, when observing only separated hair follicles, not the patient, the hair evaluation device body 100 does not need to be fixed around the patient.
본 발명에 따른 모발 평가장치 본체(100)는 하단 끝단의 구조가 거치식 본체(100a), 테이블 고정식 본체(100b) 중 어느 하나의 구조일 수 있다.The structure of the lower end of the hair evaluation device body 100 according to the present invention may be any one of a stationary body 100a and a table fixed body 100b.
여기서, 거치식 본체(100a)는 직립된 원형 봉의 하단부 끝단이 넓은 면을 가지도록 형성되어 바닥면이나 테이블 상단에 올려져 모발 평가장치 본체(100)를 거치식으로 지지한다.Here, the stationary body 100a is formed so that the lower end of the upright circular bar has a wide surface, and is placed on the floor or table top to support the hair evaluation device body 100 in a stationary manner.
이는 모발이식 수술실의 상황에 따라 수술공간이 넓게 확보된 경우 수술반경을 넓혀 모발 평가장치 본체(100)의 위치이동을 용이하게 한다.This facilitates the movement of the position of the hair evaluation device body 100 by widening the operating radius when a wide operating space is secured according to the situation of the hair transplant operating room.
여기서, 테이블 고정식 본체(100b)는 직립된 원형 봉의 하단부 끝단에 2중 구조의 고정식 프레임이 볼트조임 방식으로 상·하방향으로 간격을 조절하도록 형성되어 테이블의 끝단 사이에 삽입되어 고정되어 모발 평가장치 본체(100)를 테이블 고정식으로 지지한다.Here, the table fixed main body 100b is formed so that a double-structured fixed frame at the lower end of an upright circular bar is formed to adjust the spacing in the up and down directions in a bolt fastening method, is inserted between the ends of the table, and is fixed, so that the hair evaluation device The main body 100 is supported in a fixed table manner.
이는 모발이식 수술실의 상황에 따라 수술공간이 좁은 경우 수술테이블 또는 수술침대의 일측에 모발 평가장치 본체(100)를 체결하여 단단히 고정시킬 수 있도록 한다.This allows the hair evaluation device body 100 to be firmly fixed by fastening the hair evaluation device body 100 to one side of the operating table or operating bed when the operating space is narrow depending on the situation of the hair transplant operating room.
다음으로, 본 발명에 따른 채취모발 카메라부(200)에 관해 설명한다.Next, a description will be given of the hair harvesting camera unit 200 according to the present invention.
상기 채취모발 카메라부(200)는 모발 평가장치 본체의 상단 일측에 결합되거나 유선 또는 무선으로 연결된 카메라 형상으로, 카메라의 하단에 모발이식환자의 채취된 모발부를 수용하고, 수용된 채취된 모발부를 2차원 또는 3차원 영상 촬영하여 그 3차원 영상으로부터 깊이정보를 직접 측정하거나 또는 스마트 제어부(400)로 하여금 2차원 영상으로부터 깊이정보를 추론하게 하는 역할을 한다.The hair harvesting camera unit 200 has a camera shape coupled to an upper end of the hair evaluation device body or connected by wire or wirelessly, and accommodates the collected hair of the hair transplant patient at the lower end of the camera, and the collected hair part is two-dimensional. Alternatively, a three-dimensional image is taken and depth information is directly measured from the three-dimensional image, or the smart controller 400 serves to infer depth information from a two-dimensional image.
상기 2차원 영상 촬영은 채취모발 카메라부(200)에 포함된 고화질 카메라에 의하여 이루어질 수 있다. 2차원 영상은 주로 개별의 모낭마다 모발의 품질을 평가하는 데 유용하게 이용될 수 있다.The two-dimensional image may be taken by a high-definition camera included in the hair harvesting camera unit 200 . The two-dimensional image may be usefully used mainly to evaluate the quality of hair for each individual hair follicle.
한편, 채취모발 카메라부(200)가 깊이 카메라를 포함하는 경우 상기 3차원 영상 촬영은 그 깊이 카메라에 의하여 이루어질 수 있는데, 본 개시서에서 언급되는 깊이 카메라에는 스테레오 깊이 카메라(stereo depth camera), 적외선 깊이 카메라(IR depth camera) 및 ToF 카메라가 포함될 수 있으나 이에 한정되지 않는다. On the other hand, when the hair harvesting camera unit 200 includes a depth camera, the three-dimensional image may be taken by the depth camera. The depth camera referred to in the present disclosure includes a stereo depth camera, an infrared It may include, but is not limited to, a depth camera (IR depth camera) and a ToF camera.
3차원 영상은 주로 모낭의 개수를 파악할 때 이용될 수 있으나, 개별 모낭의 모발 품질을 평가하는 데에도 이용될 수 있다.The 3D image may be mainly used to determine the number of hair follicles, but may also be used to evaluate the hair quality of individual hair follicles.
채취모발 카메라부(200)는 채취모발 위치조절부(210), 채취모발 측정카메라(220)를 포함할 수 있다.The hair collection camera unit 200 may include a hair collection position adjustment unit 210 and a hair collection camera 220 .
상기 채취모발 위치조절부(210)는 모발 평가장치 본체의 상단 측면 일측에 결합되어 하단에 채취모발이 지지되고, 상단에 채취모발 측정카메라가 지지되며 채취모발 카메라부의 높이 및 거리, 각도를 조절하는 역할을 한다.The hair collection position adjustment unit 210 is coupled to one side of the upper side of the main body of the hair evaluation device, the hair collection is supported at the bottom, the hair measurement camera is supported on the top, and the height, distance, and angle of the hair collection camera unit are adjusted. plays a role
이는 모발이식 환자에게서 채취된 모발의 거치 위치를 세팅한다.This sets the mounting position of the hair collected from the hair transplant patient.
이를 통해, 채취된 모발이 채취모발 측정카메라의 촬영 구도에 정확하게 위치하도록 하고, 의사 및 간호사가 용이하게 채취된 모발을 꺼내 쓸 수 있도록 위치시킨다.Through this, the collected hair is accurately positioned in the photographing composition of the hair harvesting camera, and the collected hair is positioned so that doctors and nurses can easily take it out and use it.
상기 채취모발 측정카메라(220)는 채취모발 위치조절부의 끝단에 결합되어 레이저를 발산하고, 물체에서 반사되는 신호를 받아 물체의 거리 및 면적, 높낮이를 센싱하여 3차원 상의 점을 통해 사물을 형상 데이터를 추출하는 역할을 한다.The hair harvesting camera 220 is coupled to the end of the hair harvesting position adjusting unit to emit a laser, receives a signal reflected from the object, senses the distance, area, and height of the object, and then converts the object through a point on a three-dimensional surface to shape data serves to extract
이는 모발이식 환자에게서 채취된 모발을 2차원 데이터로 추출하거나 3차원 데이터로 추출하여 스마트 제어부에 데이터 정보를 전달한다.This extracts the hair collected from a hair transplant patient as two-dimensional data or three-dimensional data, and delivers data information to the smart control unit.
다음으로, 본 발명에 따른 디스플레이부(300)에 관해 설명한다.Next, the display unit 300 according to the present invention will be described.
상기 디스플레이부(300)는 채취모발 카메라부에서 촬영된 2차원 영상 정보 또는 깊이 3차원 영상 정보와 스마트 제어부에서 비교분석한 가상 정보를 화면에 표시하는 역할을 한다.The display unit 300 serves to display two-dimensional image information or depth three-dimensional image information captured by the hair harvesting camera unit and virtual information analyzed and compared by the smart controller on the screen.
이는 디스플레이 위치조절부(310), 디스플레이 출력부(320)를 포함할 수 있다.This may include a display position adjusting unit 310 and a display output unit 320 .
상기 디스플레이 위치조절부(310)는 모발 평가장치 본체의 상단면 일측에 결합되어 디스플레이 화면의 높이 및 거리, 각도를 조절하는 역할을 한다.The display position adjusting unit 310 is coupled to one side of the upper surface of the hair evaluation device main body and serves to adjust the height, distance, and angle of the display screen.
이는 디스플레이 출력부의 거치 위치를 세팅한다.This sets the mounting position of the display output unit.
이를 통해, 디스플레이 출력부의 영상 정보를 모발이식 수술을 진행하는 의사 및 간호사가 용이하게 확인할 수 있도록 위치시킨다.Through this, the image information of the display output unit is positioned so that doctors and nurses performing hair transplantation surgery can easily check it.
상기 디스플레이 출력부(320)는 두상 카메라부에서 촬영된 영상 정보를 화면에 표시하는 환자 시술상태 화면(321)과, 채취모발 카메라부에서 촬영된 영상 정보를 화면에 표시하는 채취모발상태 화면(322) 영상을 선택적으로 화면에 출력하거나, 각각의 영상을 분할하여 화면에 출력하는 역할을 한다.The display output unit 320 includes a patient operation state screen 321 that displays image information captured by the head camera unit on the screen, and a hair collection state screen 322 that displays image information captured by the hair collecting camera unit on the screen. ) It plays a role of selectively outputting an image to the screen, or dividing each image and outputting it to the screen.
이는 모발이식 수술시 채취모발 카메라부(200), 두상 카메라부(500)에서 촬영된 영상 정보를 디스플레이하여 모발이식 수술을 진행하는 의사 및 간호사에게 영상 정보를 제공한다.This provides image information to doctors and nurses performing hair transplantation surgery by displaying image information captured by the hair harvesting camera unit 200 and the head camera unit 500 during hair transplantation surgery.
여기서, 환자 시술상태 화면(321)은 두상 카메라부(500)에서 촬영된 이미지에서 모발이식 수술전 의사가 환자의 두상 중 수술면적 둘레를 펜으로 표시하는 스케치 부분의 색상을 감지하여 둘레면과 둘레면 내부 면적을 감지하여 표시하는 표시이미지 감지(321a) 영상을 출력하고, 채취모발 카메라부(200)에서 촬영된 이미지에서 감지된 모발이식 환자에게서 채취한 모발의 개수에 따라 표시 이미지 감지(321a) 부분 내측에 모발을 도트(dot) 형태로 이미지를 소정의 배치에 따라 분포시켜 표시하는 스케치 이미지 제어부(321b)가 형성된다. Here, the patient operation status screen 321 detects the color of the sketch part of the patient's head before the hair transplant operation in the image taken by the head camera unit 500 to display the perimeter of the surgical area with a pen, and detects the perimeter and perimeter. Display image detection (321a) to detect and display the inner area of the surface is output, and display image detection (321a) according to the number of hairs collected from the hair transplant patient detected from the image photographed by the hair harvesting camera unit 200 A sketch image controller 321b for distributing and displaying images of hair in the form of dots according to a predetermined arrangement is formed inside the portion.
여기에서 소정의 배치는 모낭 당 모발의 개수 각각을 고르게 분포시키는, 예컨대, 단일모, 더블모, 트리플모를 고르게 분포시키는 배치일 수도 있고, 예컨대, 단일모를 헤어 라인의 가장 앞에 중점적으로 분포시키고, 더블모와 트리플모를 그 위에 고르게 분포시키는 배치일 수도 있는바, 통상의 기술자는 다양한 배치의 방안을 상정할 수 있을 것이다.Here, the predetermined arrangement may be an arrangement in which each of the number of hairs per follicle is evenly distributed, for example, single hair, double hair, triple hair, for example, single hair is centrally distributed in the front of the hairline, and double It may be an arrangement to evenly distribute the hair and triple hair thereon, and those skilled in the art will be able to imagine various arrangements.
이와 같이 표시이미지 감지(321a), 스케치 이미지 제어부(321b)를 통해 환자의 수술이 이루어지는 수술면적을 감지하고, 환자에게서 채취한 모발의 개수를 감지된 수술면적에 적용시켜 의사가 수술전 모발이식의 플랜을 계획하고, 실시간으로 수술중 심어지는 모발을 제외한 남아있는 모발의 개수를 스케치 이미지 제어부에 적용시켜 모발이식 면적 대비 남아있는 모발의 개수를 용이하게 파악할 수 있어 의사의 피로도를 줄여주고, 수술의 난이도를 낮춰주어 수술경력이 많지 않은 의사도 원활한 모발이식 수술을 할 수 있으며, 계획적으로 모발이식수술을 하여 고른 분포를 형성하는 모발이식이 이루어지고, 최종적으로 모발이식 환자의 만족도를 높일 수 있다.As described above, the surgical area in which the patient's surgery is performed is sensed through the display image detection 321a and the sketch image controller 321b, and the number of hairs collected from the patient is applied to the detected surgical area so that the doctor can determine the level of hair transplantation before surgery. Plan the plan and apply the number of remaining hair excluding the hair planted during the operation to the sketch image control unit in real time to easily determine the number of remaining hair compared to the hair transplant area, thereby reducing the fatigue of the surgeon By lowering the difficulty, even doctors with little experience in surgery can perform hair transplantation smoothly, and hair transplantation that forms an even distribution through planned hair transplantation can be achieved, and ultimately, the satisfaction of hair transplant patients can be increased.
후술하는 바와 같이 모발의 개수를 카운팅하기 위하여 본 발명에서 이용되는 일 예시적 방식을 개략적으로 설명하면, 먼저, 검출된 이미지를 모낭 단위(follicular unit)로 구분한 후, 미리 학습된 신경망이나 휴리스틱(heuristic) 방법을 이용하면 개별 모낭 단위에 있는 모발의 개수(단일모, 더블모, 트리플모 등)을 평가할 수 있는바, 이에 대한 지나치게 상세한 설명은 본 발명의 요지를 흐릴 수 있으므로 생략하기로 한다.As will be described later, schematically describing an exemplary method used in the present invention to count the number of hairs, first, a detected image is divided into follicular units, and then a pre-trained neural network or heuristic ( The heuristic) method can evaluate the number of hairs (single hair, double hair, triple hair, etc.) in individual follicular units, and an excessively detailed description thereof will be omitted because it may obscure the gist of the present invention.
본 발명의 제1 실시 예에서 채취모발상태 화면(322)에는 채취모발 카메라부(200)에서 검출된 이미지 영역에서 1개의 모낭 당 모발의 개수를 카운팅하는 모발 카운팅 표시부(322a)와; 모발카운팅 표시부에서 카운팅된 모낭 당 모발의 개수에서 사용되어 실시간으로 줄어드는 모발의 개수 및 비율을 판단하여 표시하는 사용모발 비율 표시부(322b)가 형성된다.In the first embodiment of the present invention, the hair collection status screen 322 includes a hair counting display unit 322a for counting the number of hairs per one follicle in the image area detected by the hair collection camera unit 200; A used hair ratio display unit 322b is formed for determining and displaying the number and ratio of hairs that are used from the number of hairs per follicle counted by the hair counting display unit and are reduced in real time.
모발의 개수를 카운팅하는 일 예시적 방안에 따르면, 검출된 이미지에서 최상단을 차지하는 모낭 단위(follicular unit)의 모발 비율과 카메라 아래에 있는 모낭의 부피를 이용하여, 다른 모낭들에 가려 보이지 않는 모낭의 비율을 추산할 수 있는데, 이 과정에서 통계적인 방법이 함께 활용될 수 있다.According to an exemplary method for counting the number of hairs, using the hair ratio of the follicular unit occupying the uppermost part of the detected image and the volume of the hair follicle under the camera, The ratio can be estimated, and a statistical method can be used together in this process.
상기 모발 카운팅 표시부(322a)는 단일모 카운팅(322a-1), 더블모 카운팅(322a-2), 트리플모 카운팅(322a-3)를 포함할 수 있다.The hair counting display unit 322a may include single hair counting (322a-1), double hair counting (322a-2), triple hair counting (322a-3).
여기서, 단일모 카운팅(322a-1)은 채취모발 카메라부에서 측정된 이미지에서 1개의 모낭에 모발이 1개가 있는 단일모의 개수를 카운팅하여 표시한다.Here, the single hair counting 322a-1 counts and displays the number of single hairs having one hair in one hair follicle in the image measured by the hair collection camera unit.
여기서, 더블모 카운팅(322a-2)은 채취모발 카메라부에서 측정된 이미지에서 1개의 모낭에 모발이 2개가 있는 더블모의 개수를 카운팅하여 표시한다.Here, the double hair counting 322a-2 counts and displays the number of double hairs having two hairs in one hair follicle in the image measured by the hair collection camera unit.
여기서, 트리플모 카운팅(322a-3)은 채취모발 카메라부에서 측정된 이미지에서 1개의 모낭에 모발이 3개 이상 있는 트리플모의 개수를 카운팅하여 표시한다.Here, the triple hair counting 322a-3 counts and displays the number of triple hairs having three or more hairs in one hair follicle in the image measured by the hair collection camera unit.
본 발명에 따른 모발카운팅 표시부(322a)는 채취된 환자의 모낭 당 모발의 개수에 따라 단일모 카운팅(322a-1), 더블모 카운팅(322a-2), 트리플모 카운팅(322a-3)으로 분류하여, 각각의 모낭당 모발의 개수 및 비율을 표시하여 의사에게 정보를 제공하여 모발이식 부분에 단일모, 더블모, 트리플모를 소정의 배치에 따라 분포시킬 수 있도록 한다. 예를 들어, 단일모, 더블모, 트리플모를 고르게 분포시킬 수 있으나 이에 한정되지 않는다.The hair counting display unit 322a according to the present invention is classified into single hair counting (322a-1), double hair counting (322a-2), triple hair counting (322a-3) according to the number of hairs per collected patient's hair follicles. Thus, the number and ratio of hairs per each follicle are displayed to provide information to the doctor so that single hair, double hair, and triple hair can be distributed according to a predetermined arrangement in the hair transplantation part. For example, single hair, double hair, triple hair may be evenly distributed, but is not limited thereto.
전술한 모발 카운팅 표시부(322a)의 단일모 카운팅(322a-1), 더블모 카운팅(322a-2), 트리플모 카운팅(322a-3)의 구성은 하나의 실시 예일 뿐, 통상의 기술자는 하나의 모낭에 형성된 모발의 개수를 기준으로 모낭 당 모발의 개수를 다양하게 분류, 카운팅 및 표시할 수 있음은 물론이다.The configuration of single hair counting (322a-1), double hair counting (322a-2), triple hair counting (322a-3) of the above-mentioned hair counting display unit 322a is only one embodiment, those of ordinary skill in the art are one Of course, the number of hairs per hair follicle can be variously classified, counted, and displayed based on the number of hairs formed in the hair follicles.
이를 통해, 모발이식 수술을 실시하는 의사의 판단에 따라 모낭 당 모발의 개수를 비율에 맞춰 모발이식 수술부분에 소정의 배치에 따라 분포시켜 모발이식을 실시하여 자연스러운 모발이식 수술이 이루어지도록 하고, 모발이식 환자의 만족도를 높일 수 있다.Through this, the number of hairs per hair follicle is distributed according to a predetermined arrangement in the hair transplant operation part according to the judgment of the doctor performing the hair transplant operation, and the hair transplantation is performed so that the natural hair transplantation operation is performed. It can increase the satisfaction of transplant patients.
상기 사용모발 비율 표시부(322b)는 모발카운팅 표시부(322a)에서 카운팅된 단일모, 더블모, 트리플모가 각각 사용되어 줄어들어 남은 개수 및 비율을 표시하여 의사에게 실시간 정보를 제공한다.The used hair ratio display unit 322b provides real-time information to the doctor by displaying the remaining number and ratio of single hair, double hair, and triple hair counted by the hair counting display unit 322a, respectively, used and reduced.
이를 통해, 모발이식 수술을 실시하는 의사의 판단에 따라 수술부분에 모낭 당 모발의 개수 각각을 소정의 배치에 따라 분포시켜, 예컨대, 단일모, 더블모, 트리플모를 각각 고르게 분포시켜 모발이식을 실시하여 자연스러운 모발이식 수술이 이루어지도록 하여 모발이식 환자의 만족도를 높일 수 있다.Through this, the number of hairs per hair follicle is distributed according to a predetermined arrangement in the surgical part according to the judgment of the doctor performing the hair transplantation operation, for example, single hair, double hair, triple hair are evenly distributed respectively to perform hair transplantation Therefore, it is possible to increase the satisfaction of hair transplant patients by allowing natural hair transplant surgery to be performed.
한편, 본 발명의 제2 실시 예에서, 채취모발상태 화면(322)은 검출된 이미지 영역 내에 포함된 모발의 끝단에서 반대쪽 끝단까지의 이미지를 선택하고, 선택된 모발의 두께 평균을 측정하여 증강현실을 통해 미리 정해진 길이 단위, 예컨대, 마이크로미터 단위로 표출하는 모발굵기 표시부(322c)와; 검출된 이미지 영역 내에 포함된 모발의 끝단에서 반대쪽 끝단까지의 이미지를 선택하고, 선택된 모발의 각각의 외측 경계선의 굴곡 여부를 측정하여 증강현실을 통해 외곽선을 추출하여 머리카락 손상정도를 표출하는 모발손상여부 표시부(322d) 중 선택적으로 하나의 표시부를 표시하거나 두개의 표시부를 모두 표시한다. On the other hand, in the second embodiment of the present invention, the hair collection state screen 322 selects an image from the tip of the hair included in the detected image area to the opposite end, and measures the average thickness of the selected hair to create augmented reality. Through a predetermined length unit, for example, a hair thickness display unit 322c to express in micrometer units and; Whether or not there is hair damage that selects an image from the tip of the hair included in the detected image area to the opposite end, measures the curvature of each outer boundary of the selected hair, and extracts the outline through augmented reality to express the degree of hair damage Among the display units 322d, one display unit is selectively displayed or both display units are displayed.
모발의 두께와 손상 여부를 판단하기 위하여 본 발명에서 이용되는 일 예시적 방식을 개략적으로 설명하면, 검출된 이미지를 모낭 단위로 구분하고, 마찬가지로 미리 학습된 신경망이나 휴리스틱 방법을 이용하여 개별 모낭 단위들의 모발 두께, 손상 등의 품질을 평가할 수 있다.Briefly describing an exemplary method used in the present invention to determine the thickness and damage of hair, the detected image is divided into units of follicles, and similarly, using a pre-learned neural network or heuristic method, It can evaluate the quality of hair thickness, damage, etc.
상기 모발굵기 표시부(322c)는, 예를 들어, 제1 모발굵기부(322c-1), 제2 모발굵기부(322c-2), 제3 모발굵기부(322c-3), 제4 모발굵기부(322c-4)를 포함할 수 있다.The hair thickness display unit 322c is, for example, a first hair thickness portion 322c-1, a second hair thickness portion 322c-2, a third hair thickness portion 322c-3, and a fourth hair thickness part 322c - 4 may be included.
여기서, 제1 모발굵기부(322c-1)는 영역 내에 포함되어 측정된 모발의 평균 굵기가 소정의 제1 굵기, 예컨대, 40마이크로미터 이하로 식별되는 모발의 굵기를 자동계산하여 모발의 개수 및 전체측정 모발개수 중 식별된 모발비율을 나타낸다.Here, the first hair thickness unit 322c-1 automatically calculates the thickness of hair, which is included in the region and the average thickness of measured hair is identified as a predetermined first thickness, for example, 40 micrometers or less to determine the number of hairs and Shows the proportion of identified hair among the total number of measured hairs.
여기서, 제2 모발굵기부(322c-2)는 영역 내에 포함되어 측정된 모발의 평균 굵기가 소정의 제2 굵기 내지 소정의 제3 굵기, 예컨대, 40 내지 60마이크로미터 이내로 식별되는 모발의 굵기를 자동계산하여 모발의 개수 및 전체측정 모발개수 중 식별된 모발비율을 나타낸다.Here, the second hair thickness part 322c-2 is included in the region and the average thickness of measured hair is identified within a predetermined second thickness to a predetermined third thickness, for example, 40 to 60 micrometers. It is automatically calculated and shows the number of hairs and the proportion of identified hair among the total number of measured hairs.
여기서, 제3 모발굵기부(322c-3)는 영역 내에 포함되어 측정된 모발의 평균 굵기가 소정의 제4 굵기 내지 소정의 제5 굵기, 예컨대, 60 내지 75마이크로미터 이내로 식별되는 모발의 굵기를 자동계산하여 모발의 개수 및 전체측정 모발개수 중 식별된 모발비율을 나타낸다.Here, the third hair thickness unit 322c-3 is included in the region and the average thickness of measured hair is identified within a predetermined fourth thickness to a predetermined fifth thickness, for example, 60 to 75 micrometers. It is automatically calculated and shows the number of hairs and the proportion of identified hair among the total number of measured hairs.
여기서, 제4 모발굵기부(322c-4)는 영역 내에 포함되어 측정된 모발의 평균 굵기가 소정의 제6 굵기, 예컨대, 75마이크로미터 이상으로 식별되는 모발의 굵기를 자동계산하여 모발의 개수 및 전체측정 모발개수 중 식별된 모발비율을 나타낸다.Here, the fourth hair thickness unit 322c-4 automatically calculates the thickness of the hair, which is included in the region and the average thickness of measured hair is identified as a predetermined sixth thickness, for example, 75 micrometers or more, the number of hairs and Shows the proportion of identified hair among the total number of measured hairs.
여기에서 소정의 제1 굵기 내지 제6 굵기가 성별, 연령, 인종에 따라 적절히 조절될 수 있음이 이해될 것이다.Here, it will be understood that the predetermined first to sixth thicknesses may be appropriately adjusted according to gender, age, and race.
본 발명의 일 실시 예에 따른 모발굵기 표시부(322c)는 채취된 환자의 모발 검출 굵기에 따라 설정된 굵기 범위영역 내에서 제1 모발굵기부(322c-1), 제2 모발굵기부(322c-2), 제3 모발굵기부(322c-3), 제4 모발굵기부(322c-4)로 분류하여, 각각의 모발 굵기 영역에 포함되는 모발의 개수 및 비율을 표시하여 의사에게 정보를 제공하여 모발이식 부분에 적합한 굵기의 모발을 심을 수 있도록 한다.The hair thickness display unit 322c according to an embodiment of the present invention includes a first hair thickness unit 322c-1 and a second hair thickness unit 322c-2 within a thickness range set according to the sampled patient's hair detection thickness. ), the third hair thickness section 322c-3, and the fourth hair thickness section 322c-4, and display the number and ratio of hairs included in each hair thickness region to provide information to the doctor and provide hair Make sure to plant hair of a suitable thickness for the transplanted area.
더 일반적으로는, 모발의 평균 굵기가 속하는 전체 범위는 2개 이상의 모발 굵기 범위들로 구분될 수 있고, 모발 굵기 표시부(322c)는, 각각의 상기 모발 굵기 범위에 대하여, 영역 내에 포함되어 측정된 모발의 평균 굵기가 상기 각각의 모발 굵기 범위 내에 속하는 것으로 식별되는 모발의 굵기를 자동계산하여 모발의 개수 및 전체측정 모발개수 중 식별된 모발비율을 나타낼 수 있다.More generally, the entire range to which the average thickness of hair belongs may be divided into two or more hair thickness ranges, and the hair thickness display unit 322c, for each of the hair thickness ranges, is included in the area and measured By automatically calculating the thickness of hair identified as having an average thickness of hair within each of the hair thickness ranges, the number of hairs and the proportion of identified hairs among the total number of measured hairs may be represented.
이를 통해, 모발이식 수술을 실시하는 의사의 판단에 따라 모발의 굵기 개수 및 비율에 맞춰 모발이식 수술부분의 적합한 위치에 모발이식을 실시하여 모발의 생착율을 높이고, 자연스러운 모발이식 수술이 이루어지도록 하여 모발이식 환자의 만족도를 높일 수 있다.Through this, according to the judgment of the doctor performing the hair transplant surgery, hair transplantation is performed at an appropriate location of the hair transplant operation part according to the number and ratio of the thickness of the hair, thereby increasing the engraftment rate of the hair, and allowing the hair transplantation operation to be performed naturally. It can increase the satisfaction of transplant patients.
상기 모발손상여부 표시부(322d)는 영역 내에 포함되어 촬영된 모발의 외측 표면 및 외측 경계선, 윤택한 정도를 계측한 결과에 기초한 모발의 손상 정도에 따라 모발 표면의 큐티클 층이 밀접하고 치밀하게 나열되고 윤기가 나는 모발인 정상모발, 및 모발 외측면을 둘러싸고 있는 큐티클 층의 적어도 일부가 손상된 손상모발을 검출하는 정상모발 및 손상모발 검출부를 포함할 수 있다. 여기에서 상기 손상모발은 상기 손상모발의 손상 정도에 따라 하나 이상의 카테고리로 분류될 수 있다.The hair damage indication unit 322d is included in the area and the cuticle layer on the surface of the hair is closely and densely arranged according to the degree of damage to the hair based on the result of measuring the outer surface and outer boundary of the photographed hair, and the degree of luster. Normal hair, which is shiny hair, and at least a portion of the cuticle layer surrounding the outer surface of the hair may include a normal hair and damaged hair detection unit for detecting damaged hair. Here, the damaged hair may be classified into one or more categories according to the degree of damage to the damaged hair.
그 일 실시 예로서, 모발손상여부 표시부(322d)는 정상모발 검출부(322d-1), 제1 손상모발 검출부(322d-2), 제2 손상모발 검출부(322d-3), 제3 손상모발 검출부(322d-4)를 포함할 수 있다.As an embodiment, the hair damage display unit 322d includes a normal hair detection unit 322d-1, a first damaged hair detection unit 322d - 2, a second damaged hair detection unit 322d-3, and a third damaged hair detection unit. (322d-4).
여기서, 정상모발 검출부(322d-1)는 영역 내에 포함되어 촬영된 모발의 외측 표면 및 외측 경계선, 윤택한 정도를 계측하여 모발 표면의 큐티클 층이 밀접하고 치밀하게 나열되고 윤기가 나는 모발을 검출한다.Here, the normal hair detection unit 322d-1 measures the outer surface, the outer boundary, and the degree of gloss of the photographed hair included in the area to detect shiny hair with the cuticle layer on the surface of the hair closely and densely arranged. .
여기서, 제1 손상모발 검출부(322d-2)는 영역 내에 포함되어 촬영된 모발의 외측 표면 및 외측 경계선, 윤택한 정도를 계측하여 모발 외측면을 둘러싸고 있는 큐티클 층이 손상된 손상모발 초기단계의 모발을 검출한다.Here, the first damaged hair detection unit 322d - 2 measures the outer surface, the outer boundary, and the degree of luster of the photographed hair included in the area, and the cuticle layer surrounding the outer surface of the hair is damaged in the initial stage of damaged hair. detect
여기서, 제2 손상모발 검출부(322d-3)는 영역 내에 포함되어 측정된 모발의 외측 표면 및 외측 경계선, 윤택한 정보를 계측하여 모발 외측면의 큐티클 손상여부가 크고, 큐티클이 완전히 벗겨진 부위가 나타난 손상모발을 검출한다.Here, the second damaged hair detection unit 322d-3 measures the outer surface, outer boundary, and glossy information of the measured hair included in the region, so that the cuticle damage on the outer surface of the hair is large, and the area where the cuticle is completely peeled off appears Detect damaged hair.
여기서, 제3 손상모발 검출부(322d-4)는 영역 내에 포함되어 측정된 모발의 외측 표면 및 외측 경계선, 윤택한 정보를 계측하여 모발 외측면의 일부분이 찢어지거나 끊어지고 큐티클이 모발에서 대부분 마모된 손상모발을 검출한다.Here, the third damaged hair detection unit 322d-4 is included in the region and measures the outer surface, outer boundary, and glossy information of the measured hair, so that a part of the outer surface of the hair is torn or cut, and the cuticle is mostly worn out of the hair. Detect damaged hair.
본 발명에 따른 모발손상여부 표시부(322d)는 채취된 환자의 모발 손상 여부에 따라 설정된 손상모발 검출영역 내에서 정상모발 검출부(322d-1), 제1 손상모발 검출부(322d-2), 제2 손상모발 검출부(322d-3), 제3 손상모발 검출부(322d-4)로 분류하여, 각각의 모발 손상 영역에 포함되는 모발의 개수 및 비율을 표시하여 의사에게 정보를 제공하여 모발이식 부분에 적합한 모발을 심을 수 있도록 한다.The hair damage display unit 322d according to the present invention includes a normal hair detection unit 322d-1, a first damaged hair detection unit 322d-2, and a second damaged hair detection area set according to whether or not the collected patient's hair is damaged. It is classified into a damaged hair detection unit 322d-3 and a third damaged hair detection unit 322d-4, and the number and ratio of hairs included in each hair damaged area are displayed to provide information to a doctor suitable for hair transplantation. Allow the hair to be planted.
이를 통해, 모발이식 수술을 실시하는 의사의 판단에 따라 손상되지 않은 건강한 모발의 경우 모발이식 수술부분 전방에 분포시키고, 손상이 심한 모발의 경우 잘 보이지 않는 모발이식 수술부분 후방에 분포시켜 모발이식을 실시하여 눈에 잘 띄는 전방에 건강한 모발을 이식함으로써 환자의 앞머리 라인을 향상시키고, 자연스러운 모발이식 수술이 이루어지도록 하여 모발이식 환자의 만족도를 높일 수 있다. 모발손상여부 표시부(322d)의 구성은 전술한 예시의 제1 내지 제3 손상모발 검출부에 한정되지 않음은 물론이다.Through this, according to the judgment of the doctor performing the hair transplant surgery, healthy, undamaged hair is distributed in front of the hair transplant operation part, and in the case of severe damage, hair transplantation is performed by distributing it behind the invisible hair transplant operation part. It is possible to improve the patient's bangs line by transplanting healthy hair in a prominent frontal area, and to increase the satisfaction of hair transplant patients by allowing a natural hair transplant operation to be performed. Of course, the configuration of the hair damage display unit 322d is not limited to the first to third damaged hair detection units of the above-described examples.
다음으로, 본 발명에 따른 스마트 제어부(400)에 관해 설명한다. 스마트 제어부(400)는 모발 평가장치 본체 내부에 임베딩(embedding)된 일종의 컴퓨팅 장치인바, 본 개시서에서 설명하는 정보처리 기능을 수행하기 위해 통신부, 프로세서 등을 포함할 수 있다. 이러한 컴퓨팅 장치의 구성은 본 발명 기술분야에서 통상의 지식을 가진 사람에게 잘 알려져 있는바, 이에 관하여 과도하게 구체적인 설명은 생략하기로 한다.Next, the smart control unit 400 according to the present invention will be described. The smart control unit 400 is a kind of computing device embedded in the body of the hair evaluation device, and may include a communication unit, a processor, etc. to perform the information processing function described in the present disclosure. The configuration of such a computing device is well known to those of ordinary skill in the art, and an excessively detailed description thereof will be omitted.
상기 스마트 제어부(400)는 모발 평가장치 본체 내부에 형성되어 채취모발 카메라부에서 촬영된 깊이 3차원 영상 정보를 식별하거나 채취모발 카메라부에서 촬영된 2차원 영상 정보로부터 깊이 3차원 영상 정보를 추론하고, 3차원 영상 정보에서 추출된 객체를 설정데이터를 기준으로 자동분류하고, 분류된 정보를 비교분석하여 디스플레이부로 전달하는 역할을 한다.The smart control unit 400 is formed inside the body of the hair evaluation device to identify the depth 3D image information captured by the hair harvesting camera unit or infer the depth 3D image information from the 2D image information captured by the hair harvesting camera unit, , serves to automatically classify objects extracted from 3D image information based on setting data, compare and analyze the classified information, and deliver it to the display unit.
이는 채취모발 분석부(410)를 포함할 수 있다. 또한, 스마트 제어부는 수술부위 분석부(420)를 더 포함할 수 있다.This may include a hair collection analysis unit 410 . In addition, the smart control unit may further include a surgical site analysis unit 420 .
상기 채취모발 분석부(410)는 채취모발 카메라부에서 촬영되거나 추론된 3차원 영상 정보를 통해 모발이식환자의 채취된 피부조직에서 검출된 모발 또는 모발이식환자에게서 채취된 모발을 세팅된 데이터와 비교분석하는 역할을 한다.The hair harvesting analysis unit 410 compares hair detected from the skin tissue of the hair transplant patient through the three-dimensional image information captured or inferred by the hair harvesting camera unit or hair collected from the hair transplant patient with set data. plays a role in the analysis.
본 발명의 제1 실시 예에 따른 채취모발 분석부(410)는 노이즈 제거단계(S411), 채취모발 전처리 단계(S412), 모발이미지 검출단계(S413), 모발개수 파악단계(S415), 정보전달단계(S416)를 순차적으로 수행한다.The hair collection analysis unit 410 according to the first embodiment of the present invention includes a noise removal step (S411), a pre-processing step (S412), a hair image detection step (S413), a determining the number of hairs (S415), and information transfer Steps S416 are sequentially performed.
첫째, 노이즈 제거단계(S411)는 촬영된 영상에서 절개된 피부 조직과 모발에서 불필요하게 반사된 빛이나 이물질과 같은 노이즈를 제거하는 역할을 한다.First, the noise removing step ( S411 ) serves to remove noise such as light or foreign substances unnecessarily reflected from the incised skin tissue and hair in the captured image.
둘째, 채취모발 전처리 단계(S412)는 촬영된 영상에서 절개된 피부 조직과 모발을 대비시켜 피부 조직과 모발의 경계가 선명해지도록 하는 역할을 한다.Second, the pre-processing step (S412) of the collected hair serves to contrast the incised skin tissue with the hair in the captured image to make the boundary between the skin tissue and the hair clear.
셋째, 모발이미지 검출단계(S413)는 전처리된 촬영 영상에서 모발 이미지를 검출하는 역할을 한다.Third, the hair image detection step ( S413 ) serves to detect a hair image from the pre-processed captured image.
넷째, 모발개수 파악단계(S415)는 검출된 모발 이미지에서 하나의 모낭을 기준으로 하나의 모발이 형성된 단일모, 두개의 모발이 형성된 더블모, 세개 이상의 모발이 형성된 트리플모의 각각의 개수 정보를 파악하는 역할을 한다.Fourth, in the step of determining the number of hairs (S415), information on the number of each of single hair with one hair, double hair with two hairs, and triple hair with three or more hairs is identified based on one hair follicle in the detected hair image. plays a role
다섯째, 정보전달단계(S416)는 파악된 모발의 개수정보를 스마트 제어부에 전달하는 역할을 한다.Fifth, the information transfer step (S416) serves to transmit the identified number of hair information to the smart control unit.
한편, 본 발명의 제2 실시 예에 따른 채취모발 분석부(410)는 모발이미지 검출단계(S413), 모발손상여부 식별단계(S414), 모발개수 파악단계(S415), 정보전달단계(S416)를 포함하는 단계들을 순차적으로 수행할 수 있다. 모발이미지 검출단계(S413)에 앞서 노이즈 제거단계(S411) 및 채취모발 전처리 단계(S412) 중 적어도 하나의 단계가 더 수행할 수 있다.On the other hand, the hair collection analysis unit 410 according to the second embodiment of the present invention is a hair image detection step (S413), a hair damage identification step (S414), a determining the number of hairs (S415), an information delivery step (S416) Steps including the may be performed sequentially. Prior to the hair image detection step (S413), at least one of the noise removing step (S411) and the pre-processing step (S412) of the collected hair may be further performed.
첫째, 노이즈 제거단계(S411)는 촬영된 영상에서 채취된 피부 조직과 모발에서 불필요하게 반사된 빛이나 이물질과 같은 노이즈를 제거한다.First, the noise removing step ( S411 ) removes noise such as unnecessary reflected light or foreign substances from the skin tissue and hair collected from the captured image.
둘째, 채취모발 전처리 단계(S412)는 촬영된 영상에서 채취된 피부 조직과 모발을 대비시킨다.Second, in the pre-processing step (S412) of the collected hair, the skin tissue and the hair collected from the captured image are contrasted.
셋째, 모발이미지 검출단계(S413)는 전처리된 촬영 영상에서 모발 이미지를 검출한다.Third, the hair image detection step (S413) detects a hair image from the pre-processed captured image.
넷째, 모발손상여부 식별단계(S414)는 검출된 모발 이미지 영역에서 일부분을 확대하여 모발의 두께 및 손상여부를 식별하여 증강현실로 표시한다.Fourth, in the hair damage identification step (S414), a part of the detected hair image area is enlarged to identify the thickness and damage of the hair and displayed in augmented reality.
다섯째, 모발개수 파악단계(S415)는 모발 이미지를 검출하고, 검출된 모발에서 하나의 모낭을 기준으로 하나의 모발이 형성된 단일모, 두개의 모발이 형성된 더블모, 세개의 모발이 형성된 트리플모의 각각의 개수 정보를 파악한다.Fifth, in the step of determining the number of hairs (S415), a hair image is detected, and based on one hair follicle from the detected hair, single hair with one hair, double hair with two hairs, and triple hair with three hairs, respectively Get information on the number of
여섯째, 정보전달단계(S416)는 파악된 모발의 개수정보를 제어부에 전달한다.Sixth, in the information transfer step (S416), information on the number of identified hairs is transmitted to the control unit.
본 발명에 따른 채취모발 분석부(410)는 모발이식 환자의 채취된 모발을 분석하기 위한 영상처리 기법의 방법에 따라 3차원 그래픽의 지오메트리 처리 기술인 모델 및 뷰 변환단계, 조명 및 음영처리 단계, 투영 단계, 배치 단계, 화면 매핑 단계 등 다양한 영상처리 기법을 선택적으로 활용할 수 있다.The hair harvested hair analysis unit 410 according to the present invention is a 3D graphic geometry processing technology according to an image processing method for analyzing the hair collected from a hair transplant patient, which is a model and view conversion step, a lighting and shading step, and a projection. Various image processing techniques such as step, arrangement step, and screen mapping step can be selectively used.
상기 수술부위 분석부(420)는 두상 카메라부에서 촬영된 3차원 영상 정보 또는 2차원 영상 정보로부터 추론된 3차원 영상 정보를 통해 모발이식환자의 수술부분 영상 정보를 검출하고, 채취모발 분석부에서 검출된 모발데이터를 이용하여 수술위치 정보를 비교분석하는 역할을 한다.The surgical site analysis unit 420 detects the surgical area image information of the hair transplant patient through the 3D image information taken from the head camera unit or the 3D image information inferred from the 2D image information, and in the collected hair analysis unit It serves to compare and analyze surgical location information using the detected hair data.
구체적으로, 본 발명의 제1 실시 예에 따른 수술부위 분석부(420)는 영역계측단계(S421), 개수정보 파악단계(S424), 정보전달단계(S425)를 포함하는 단계들을 순차적으로 수행할 수 있다. 개수정보 파악단계(S424)에 앞서 노이즈 제거단계(S422) 및 수술영역 전처리 단계(S423) 중 적어도 하나의 단계가 더 수행될 수 있다.Specifically, the surgical site analysis unit 420 according to the first embodiment of the present invention sequentially performs the steps including the area measurement step (S421), the number information identification step (S424), and the information delivery step (S425). can At least one of the noise removal step S422 and the surgical area pre-processing step S423 may be further performed prior to the number information identification step (S424).
첫째, 영역계측단계(S421)는 모발이식환자의 수술부분에 디자인될 라인 윤곽 이미지를 검출하고, 윤곽 이미지 둘레면을 기준으로 내부 면적 영역을 계측하는 역할을 한다.First, the area measurement step (S421) serves to detect a line contour image to be designed for the surgical part of the hair transplant patient, and measure the inner area area based on the peripheral surface of the contour image.
둘째, 노이즈 제거단계(S422)는 윤곽 이미지 둘레면을 기준으로 계측된 영역에 포함된 피부 조직과 순차적으로 심어지는 모발에서 불필요하게 촬영된 반사된 빛이나 이물질과 같은 노이즈를 제거하는 역할을 한다.Second, the noise removal step ( S422 ) serves to remove noise such as reflected light or foreign substances unnecessary taken from the skin tissue and sequentially planted hair in the area measured based on the peripheral surface of the contour image.
셋째, 수술영역 전처리 단계(S423)는 윤곽 이미지 둘레면을 기준으로 계측된 영역에 포함된 피부 조직과 순차적으로 심어지는 모발을 대비시키는 역할을 한다.Third, the operation area pre-processing step ( S423 ) serves to contrast the skin tissue included in the area measured based on the circumferential surface of the contour image with the hair to be sequentially planted.
넷째, 개수정보 파악단계(S424)는 윤곽 이미지 둘레면을 기준으로 계측된 영역 내에 심어지는 모발 이미지를 검출하고, 영역 내에 심어진 모발 중 하나의 모낭을 기준으로 하나의 모발이 형성된 단일모, 두개의 모발이 형성된 더블모, 세개의 모발이 형성된 트리플모를 검출하고, 각각의 심어진 모발의 개수 정보를 파악하는 역할을 한다.Fourth, the number information identification step (S424) detects a hair image planted in the area measured based on the peripheral surface of the outline image, and a single hair in which one hair is formed based on one hair follicle among the hairs planted in the area, two It detects double hair in which hairs are formed and triple hair in which three hairs are formed, and serves to identify information on the number of hairs each planted.
다섯째, 정보전달단계(S425)는 검출된 심어진 모발의 개수정보를 스마트 제어부에 전달하는 역할을 한다.Fifth, the information transfer step (S425) serves to transmit the detected number of planted hair information to the smart control unit.
본 발명의 제1 실시 예에 따른 수술부위 분석부(420)는 모발이식 환자의 수술부분을 분석하기 위한 영상처리 기법의 방법에 따라 3차원 그래픽의 지오메트리 처리 기술인 모델 및 뷰 변환단계, 조명 및 음영처리 단계, 투영 단계, 배치 단계, 화면 매핑 단계 등 다양한 영상처리 기법을 선택적으로 활용할 수 있다.The surgical site analysis unit 420 according to the first embodiment of the present invention performs a model and view transformation step, lighting and shading, which is a geometry processing technology of 3D graphics, according to an image processing method for analyzing a surgical part of a hair transplant patient. Various image processing techniques such as processing step, projection step, arrangement step, and screen mapping step can be selectively utilized.
본 발명의 제1 실시 예에 따른 스마트 제어부(400)는 다음과 같은 특징을 가진다.The smart control unit 400 according to the first embodiment of the present invention has the following characteristics.
첫째, 채취모발 카메라부를 통해 모발이식수술 전 확보되어있는 모발의 개수를 감지한 정보를 전달받고, 두상 카메라부를 통해 모발이식환자의 수술부분에 디자인될 라인 윤곽 이미지 검출정보를 전달받아, 수술위치 면적에 확보된 모발 개수에 따라 도트 형태로 자동분포시켜 환자 시술상태 화면부에 가상 이미지를 형성한다.First, information on the number of hairs secured before hair transplantation is transmitted through the hair harvesting camera unit, and line contour image detection information to be designed in the surgical part of the hair transplant patient is transmitted through the head camera unit, and the surgical location area A virtual image is formed on the patient's treatment state screen by automatically distributing it in the form of dots according to the number of hairs secured in the .
둘째, 검출된 모발에서 하나의 모낭을 기준으로 하나의 모발이 형성된 단일모, 두개의 모발이 형성된 더블모, 세개의 모발이 형성된 트리플모에 따라 색상을 설정하는 등 표시(혹은 표시 형식)를 달리하고(differentiate), 도트 형태로 자동분포시 모낭 당 모발의 개수 각각을, 예컨대, 단일모, 더블모, 트리플모를 소정의 배치에 따라 분포시켜 환자 시술상태 화면부에 가상 이미지를 형성한다.Second, the display (or display format) is different, such as setting the color according to the single hair with one hair follicle, double hair with two hairs, and triple hair with three hairs based on one hair follicle in the detected hair. (differentiate), when automatically distributed in a dot form, each of the number of hairs per follicle, for example, single hair, double hair, and triple hair, is distributed according to a predetermined arrangement to form a virtual image on the patient's operation state screen.
셋째, 심어진 모발개수/표시면적 중 심어진 두상면적 : 남아있는 절개 모발개수/표시면적 중 심어지지 않은 두상면적의 비율을 통해 심어질 모발의 표준밀도을 자동계산하여 표준밀도에 따른 면적 내에 비율분포 정보 및 남아있는 면적 대비 남아있는 모발개수를 실시간으로 제공한다.Third, planted head area among the number of hairs planted/displayed area: By automatically calculating the standard density of hair to be planted through the ratio of the number of remaining incised hairs/unplanted head area among the displayed area, the ratio distribution information within the area according to the standard density and It provides the number of remaining hair compared to the remaining area in real time.
한편, 본 발명의 제2 실시 예에 따른 스마트 제어부(400)는 검출된 모발에서 평균 굵기 정보를 기준으로 식별된 제1 모발굵기부, 제2 모발굵기부, 제3 모발굵기부, 제4 모발굵기부에 따라 디스플레이 영상에서 색상을 설정하는 등 설정하는 등 표시(혹은 표시 형식)를 달리하고, 모발이식환자의 수술부위에 모발굵기에 따라 상이해진 표시정보, 예컨대, 색상정보로 가상 이미지를 형성하여 모발이식 위치를 추천한다.On the other hand, the smart control unit 400 according to the second embodiment of the present invention is the first hair thickness part, the second hair thickness part, the third hair thickness part, and the fourth hair identified based on the average thickness information in the detected hair. The display (or display format) is different, such as setting the color in the display image according to the thickness part, and a virtual image is formed with display information that is different according to the thickness of the hair, for example, color information on the surgical site of a hair transplant patient. Therefore, a hair transplant location is recommended.
더 일반적으로는, 모발의 평균 굵기가 속하는 전체 범위가 2개 이상의 모발 굵기 범위들로 구분될 때, 스마트 제어부(400)는, 검출된 모발에서 평균 굵기 정보를 기준으로 식별된 각각의 상기 모발 굵기 범위에 따라 디스플레이 영상에서 색상을 설정하는 등 그 표시를 달리하고, 모발이식환자의 수술부위에 모발굵기에 따른 색상정보 등 표시정보로 가상 이미지를 형성하여 모발이식 위치를 추천할 수 있다.More generally, when the entire range to which the average thickness of hair belongs is divided into two or more hair thickness ranges, the smart control unit 400, each of the hair thicknesses identified based on the average thickness information in the detected hair It is possible to recommend a hair transplant location by changing the display, such as setting a color in the display image according to the range, and forming a virtual image with display information such as color information according to the thickness of hair on the surgical site of a hair transplant patient.
또한, 본 발명에 따른 모발 평가장치(1)에는 추가적으로 모발이식환자 수술부분에서 반사되는 신호를 받아, 수술부분의 거리 및 면적, 높낮이를 센싱하여 3차원 상의 점을 통해 사물 형상 데이터를 추출하는 두상 카메라부(500)가 포함된다.In addition, the hair evaluation device 1 according to the present invention additionally receives a signal reflected from the surgical part of a hair transplant patient, senses the distance, area, and height of the surgical part, and extracts object shape data through a three-dimensional point. A camera unit 500 is included.
이는 두상 카메라 위치 조절부(510), 환자 수술 촬영카메라(520)로 구성된다. 두상 카메라부(500)는 모발이식환자 두상의 시술위치를 2차원 또는 3차원 영상 촬영하여 그 3차원 영상으로부터 깊이정보를 직접 측정하거나 또는 스마트 제어부(400)로 하여금 2차원 영상으로부터 깊이 정보를 추론하게 할 수 있다.It consists of a head camera position adjustment unit 510 and a patient surgery camera 520 . The head camera unit 500 takes a two-dimensional or three-dimensional image of the treatment position of the head of a hair transplant patient and directly measures depth information from the three-dimensional image, or makes the smart controller 400 infer depth information from the two-dimensional image can do it
상기 두상 카메라 위치조절부(510)는 모발 평가장치 본체의 상단 측면 일측에 결합되어 모발이식환자 수술부분을 촬영하는 환자 수술 촬영카메라의 높이 및 거리, 각도를 조절하는 역할을 한다.The head camera position adjusting unit 510 is coupled to one side of the upper side of the main body of the hair evaluation device and serves to adjust the height, distance, and angle of the patient's surgery camera to photograph the surgical part of the hair transplant patient.
이는 모발이식 환자의 수술부분 방향으로 높이 및 거리, 각도를 조절하여 환자 수술 촬영카메라의 구도 위치를 세팅한다.This sets the position of the patient's surgical camera by adjusting the height, distance, and angle in the direction of the surgical part of the hair transplant patient.
이를 통해, 모발이식 환자의 엎드린 상태 및 누운자세 또는 누운 방향 등에 대응하여 수술부분이 환자 수술 촬영카메라의 촬영 구도에 정확하게 위치하도록 한다.Through this, the surgical part is accurately positioned in the photographing composition of the patient's surgery camera in response to the prone state, the lying position, or the lying direction of the hair transplant patient.
상기 환자 수술 촬영카메라(520)는 두상 카메라 위치조절부의 끝단에 결합되어 레이저를 발산하고, 모발이식환자 수술부분에서 반사되는 신호를 받아, 수술부분의 거리 및 면적, 높낮이를 센싱하여 3차원 상의 점을 통해 사물의 형상 데이터를 추출하는 역할을 한다.The patient surgery imaging camera 520 is coupled to the end of the head camera position control unit to emit a laser, receives a signal reflected from the surgical part of the hair transplant patient, and senses the distance, area, and height of the surgical part to sense the three-dimensional point It plays a role in extracting shape data of objects through
이는 모발이식 환자의 수술부분을 3차원 데이터로 추출하여 스마트 제어부에 데이터 정보를 전달하거나 2차원 데이터로 추출하여 이를 스마트 제어부에 전달하여 스마트 제어부로 하여금 3차원 데이터를 추론하게 한다.This extracts the surgical part of the hair transplant patient as three-dimensional data and transmits data information to the smart controller, or extracts two-dimensional data and transmits it to the smart controller so that the smart controller infers three-dimensional data.
이하, 본 발명에 따른 모발 이식수술용 모발 평가장치의 구체적인 동작과정에 관해 설명한다.Hereinafter, a detailed operation process of the hair evaluation device for hair transplant surgery according to the present invention will be described.
먼저, 모발 평가장치의 설치 시, 수술실의 상황에 따라 거치식 본체, 테이블 고정식 본체 중 선택적으로 하나의 모발카운팅 본체를 설치하여 고정한다.First, when installing the hair evaluation device, one hair counting body is selectively installed and fixed among the stationary body and the table fixed body depending on the situation of the operating room.
다음으로, 채취모발 카메라부, 디스플레이부, 두상 카메라부의 고정높이 및 각도, 고정간격을 조절한다.Next, the fixed height, angle, and fixed interval of the hair harvesting camera unit, the display unit, and the head camera unit are adjusted.
이때, 채취모발 카메라부는 채취되는 모발이 올려지는 위치에 촬영이 용이하도록 위치하여 고정시키고, 디스플레이부는 수술시 의사의 시선처리가 용이하도록 위치하여 고정시키고, 두상 카메라부는 수술시 환자의 수술부분에 촬영이 용이하도록 위치하여 고정시킨다.At this time, the hair-collecting camera unit is positioned and fixed to facilitate photographing at the position where the hair to be collected is placed, and the display unit is positioned and fixed to facilitate the treatment of the doctor's gaze during surgery, and the head camera unit is photographed on the surgical part of the patient during surgery. Position it so that it is easy to fix.
다음으로, 모발이식 환자의 두피에서 비절개 방식 또는 절개 방식 중 하나의 방식으로 채취한 모발을 모낭 보존액이 저장된 모발저장 용기에 수용하여 보관한다.Next, the hair collected from the scalp of the hair transplant patient by either a non-incision method or an incision method is accommodated in a hair storage container in which the hair follicle preservation solution is stored and stored.
이때, 채취모발 카메라부의 수직높이를 조절하여 채취된 모발의 초점을 맞춰 촬영한다.At this time, by adjusting the vertical height of the hair harvesting camera unit, the collected hair is focused and photographed.
다음으로, 스마트 제어부를 통해 촬영된 채취모발의 모낭 당 모발의 개수에 따라 단일모, 더블모, 트리플모를 자동분류하여 각각의 개수를 표시한다. 또는, 스마트 제어부를 통해 촬영된 채취모발의 두께를 측정하여 모발굵기를 설정된 범위 내에 자동분류하여 단계별 개수를 표시하고, 채취모발의 외측 경계선 굴곡 여부를 측정하여 모발손상여부를 설정된 범위 내에 자동분류하여 단계별 개수를 표시한다.Next, single hair, double hair, and triple hair are automatically classified according to the number of hairs per follicle of the collected hair photographed through the smart controller, and the number of each is displayed. Alternatively, by measuring the thickness of the collected hair photographed through the smart control unit, the hair thickness is automatically classified within the set range to display the number of steps, and the outer boundary of the collected hair is measured to automatically classify whether the hair is damaged within the set range. Indicate the number of steps.
다음으로, 두상 카메라부를 통해 모발이식 환자의 수술부분에 의사가 표시한 수술부분 스케치 영역을 촬영하여 인식한다.Next, the surgical part sketch area marked by the doctor on the surgical part of the hair transplant patient is photographed and recognized through the head camera unit.
마지막으로, 디스플레이부를 통해 모발이식 수술중 환자의 모발이식부분과 남아있는 채취모발의 개수 및 비율정보를 의사에게 제공한다.Finally, information on the number and ratio of the patient's hair transplantation portion and the remaining hair harvested during the hair transplantation operation is provided to the doctor through the display unit.
이를 통해 모발의 전체적인 개수 및 (i) 단일모, 더블모, 트리플모 이상의 모발 비율, (ii) 모발의 굵기에 따른 단계별 개수, 및/또는 (iii) 모발의 손상여부에 따른 단계별 개수의 모발 비율을 표시하여 의사가 수술 중간중간 확인할 수 있고 모발이식수술 플랜에 따라 적정한 비율을 유지하며 계획대로 모발을 심을 수 있어, 모발이식환자의 수술 만족도를 높일 수 있다.Through this, the total number of hairs and (i) the ratio of single hair, double hair, triple hair or more, (ii) the number of steps according to the thickness of the hair, and/or (iii) the hair ratio of the number of hairs according to whether or not the hair is damaged is displayed so that the doctor can check in the middle of the operation, maintain an appropriate ratio according to the hair transplant surgery plan, and plant hair according to the plan, thereby increasing the satisfaction of hair transplant patients.
[부호의 설명][Explanation of code]
100 : 모발 평가장치 본체 110 : 봉 지지대 고정부100: hair evaluation device body 110: rod support fixing part
120 : 수술 지지대 고정부 200 : 채취모발 카메라부120: surgical support fixing unit 200: hair harvesting camera unit
210 : 채취모발 카메라 위치조절부 220 : 채취모발 촬영카메라210: hair collection camera position control unit 220: hair collection camera
300 : 디스플레이부 310 : 디스플레이 위치조절부300: display unit 310: display position control unit
320 : 디스플레이 출력부 321 : 환자 시술상태 화면부320: display output unit 321: patient operation state screen unit
322 : 채취모발상태 화면 322a : 모발 카운팅 표시부322: screen of collected hair state 322a: hair counting display unit
322b : 사용모발 비율표시부 322c : 모발굵기 표시부322b: used hair ratio display unit 322c: hair thickness display unit
322d : 모발손상여부 표시부 400 : 제어부322d: hair damage display unit 400: control unit
410 : 채취모발 분석부 420 : 수술부위 분석부410: hair collection analysis unit 420: surgical site analysis unit
500 : 두상 카메라부 510 : 두상 카메라 위치조절부500: head camera unit 510: head camera position adjustment unit
520 : 환자 수술부분 촬영카메라520: camera for patient surgery

Claims (19)

  1. 환자로부터 채취된 모발을 포함하도록 촬영된 영상 정보로부터 모발의 개수를 카운팅하는 모발 평가장치(1)로서, A hair evaluation device (1) for counting the number of hairs from image information captured to include hair collected from a patient,
    채취모발 카메라부, 디스플레이부의 3차원적 위치 및 지향 방위를 조절하며 지지하는 평가장치 본체(100)와,The evaluation device body 100 for controlling and supporting the three-dimensional position and orientation of the hair harvesting camera unit and the display unit;
    평가장치 본체의 일측에 결합되거나 유선 또는 무선으로 연결된 카메라 형상으로서, 상기 카메라의 하단에 모발이식환자로부터 채취된 모발부를 수용하고, 수용된 상기 채취된 모발부를 2차원 영상 또는 3차원 영상으로 촬영하여 깊이정보를 측정하거나 스마트 제어부로 하여금 상기 깊이정보를 추론하게 하는 상기 채취모발 카메라부(200)와,It is a camera shape coupled to one side of the evaluation device body or connected by wire or wirelessly, and the hair part collected from the hair transplant patient is accommodated at the lower end of the camera, and the collected hair part is photographed as a two-dimensional image or a three-dimensional image for depth. The hair harvesting camera unit 200 for measuring information or allowing a smart control unit to infer the depth information;
    상기 채취모발 카메라부에서 촬영된 깊이 3차원 영상 정보 또는 2차원 영상 정보와 스마트 제어부에서 비교분석한 가상 정보를 화면에 표시하는 디스플레이부(300)와,A display unit 300 for displaying on a screen the depth 3D image information or 2D image information captured by the hair harvesting camera unit and virtual information analyzed and compared by the smart control unit,
    상기 평가장치 본체 내부에 형성되어 상기 채취모발 카메라부에서 촬영된 깊이 3차원 영상 정보를 식별하거나 상기 채취모발 카메라부에서 촬영된 상기 2차원 영상 정보로부터 깊이 3차원 영상 정보를 추론하고, 상기 3차원 영상 정보에서 추출된 객체를 설정데이터를 기준으로 자동분류하고, 분류된 정보를 비교분석하여 디스플레이부로 전달하는 상기 스마트 제어부(400)를 포함하고,Formed inside the evaluation device body to identify depth 3D image information photographed by the hair harvesting camera unit or inferring depth 3D image information from the 2D image information photographed by the hair harvesting camera unit, the three-dimensional It includes the smart control unit 400 that automatically classifies the object extracted from the image information based on the setting data, compares and analyzes the classified information and transmits it to the display unit,
    상기 스마트 제어부(400)는The smart control unit 400 is
    상기 채취모발 카메라부에서 촬영되거나 추론된 3차원 영상 정보를 통해 모발이식환자의 채취된 피부조직에서 검출된 모발을 세팅된 데이터와 비교분석하는 채취모발 분석부(410)를 포함하는 것을 특징으로 하는 모발 이식수술용 모발 평가장치.It characterized in that it comprises a hair collection analysis unit 410 that compares and analyzes the hair detected from the skin tissue collected from the hair transplant patient with the set data through the three-dimensional image information photographed or inferred by the hair collection camera unit. Hair evaluation device for hair transplant surgery.
  2. 제1항에 있어서 채취모발 분석부(410)는The method of claim 1, wherein the hair collection analysis unit 410 is
    촬영된 영상에서 모발 이미지를 검출하는 모발이미지 검출단계(S413)와,A hair image detection step (S413) of detecting a hair image from the photographed image, and
    검출된 모발 이미지에서 하나의 모낭에 형성된 모발의 개수를 기준으로 분류한 모낭 당 모발의 개수 정보를 파악하는 모발개수 파악단계(S414)와,A hair count identification step (S414) of identifying information on the number of hairs per follicle classified based on the number of hairs formed in one hair follicle in the detected hair image;
    파악된 모발의 개수정보를 전달하는 정보전달단계(S415)를 순차적으로 수행하는 것을 특징으로 하는 모발 이식수술용 모발 평가장치.Hair evaluation device for hair transplant surgery, characterized in that the information transfer step (S415) of transferring the identified number of hair information is sequentially performed.
  3. 제2항에 있어서, 3. The method of claim 2,
    모발개수 파악단계(S414)에서, In the step of determining the number of hairs (S414),
    상대적으로 가는 모발의 개수 정보를 추가로 파악하는 것을 특징으로 하는 모발 이식수술용 모발 평가 장치.Hair evaluation device for hair transplant surgery, characterized in that it additionally grasps information on the number of relatively thin hairs.
  4. 제1항에 있어서, According to claim 1,
    상기 모발 평가장치(1)는 모발이식환자 두상의 시술위치를 3차원 영상 촬영하여 깊이정보를 측정하는 두상 카메라부(500)를 더 포함하고, The hair evaluation device 1 further includes a head camera unit 500 that measures the depth information by taking a three-dimensional image of the treatment position of the head of the hair transplant patient,
    상기 스마트 제어부(400)는 The smart control unit 400 is
    상기 두상 카메라부(500)에서 촬영되거나 추론된 3차원 영상 정보를 통해 모발이식환자의 수술부분 영상 정보를 검출하고, 상기 채취모발 분석부에서 검출된 모발데이터를 이용하여 수술위치 정보를 비교분석하는 수술부위 분석부(420)를 더 포함하는, 모발 이식수술용 모발 평가 장치.Detecting the surgical part image information of the hair transplant patient through the three-dimensional image information photographed or inferred by the head camera unit 500, and comparing and analyzing the surgical location information using the hair data detected by the hair harvesting analysis unit A hair evaluation device for hair transplant surgery, further comprising a surgical site analysis unit 420 .
  5. 제4항에 있어서, 5. The method of claim 4,
    제1항에 있어서 수술부위 분석부(420)는The method of claim 1, wherein the surgical site analysis unit 420 is
    모발이식환자의 수술부분에 디자인될 라인 윤곽 이미지를 검출하고, 윤곽 이미지 둘레면을 기준으로 내부 면적 영역을 계측하는 영역계측단계(S421)와,A region measuring step (S421) of detecting a line contour image to be designed on the surgical part of the hair transplant patient and measuring the inner area area based on the peripheral surface of the contour image;
    윤곽 이미지 둘레면을 기준으로 계측된 영역 내에 심어지는 모발 이미지를 검출하고, 영역 내에 심어진 모발 중 하나의 모낭에 형성된 모발의 개수를 기준으로 검출된 모낭 당 심어진 모발의 개수 정보를 파악하는 개수정보 파악단계(S424)와, Detecting the number of hair images to be planted in the measured region based on the peripheral surface of the contour image, and counting information to determine the number of hairs planted per detected follicle based on the number of hairs formed in one follicle among the hairs planted in the region Step (S424) and,
    검출된 심어진 모발의 개수정보를 스마트 제어부에 전달하는 정보전달단계(S425)를 포함하는 단계들을 순차적으로 수행하는 것을 특징으로 하는 모발 이식수술용 모발 평가장치.Hair evaluation apparatus for hair transplant surgery, characterized in that the steps including the information transfer step (S425) of transmitting the detected number of planted hair information to the smart control unit are sequentially performed.
  6. 제4항에 있어서 스마트 제어부(400)는The smart control unit 400 according to claim 4,
    채취모발 카메라부를 통해 모발이식수술 전 확보되어있는 모발의 개수를 감지한 정보를 전달받고, 상기 두상 카메라부(500)를 통해 모발이식환자의 수술부분에 디자인될 라인 윤곽 이미지 검출정보를 전달받아, 수술위치 면적에 확보된 모발 개수에 따라 도트 형태로 자동분포시켜 환자 시술상태 화면부에 가상 이미지를 형성하는 것을 특징으로 하는 모발 이식수술용 모발 평가장치.Receives information on the detection of the number of hairs secured before the hair transplantation operation through the hair harvesting camera unit, and receives line contour image detection information to be designed for the surgical part of the hair transplant patient through the head camera unit 500, A hair evaluation device for hair transplant surgery, characterized in that it forms a virtual image on the patient's operation state screen by automatically distributing it in the form of dots according to the number of hairs secured in the surgical site area.
  7. 제1항에 있어서 스마트 제어부(400)는According to claim 1, wherein the smart control unit 400
    검출된 모발에서 하나의 모낭에 형성된 모발의 개수를 기준으로 분류한 모낭 당 모발의 개수에 따라 표시를 달리하고, 도트 형태로 자동분포시 모낭 당 모발의 개수 각각을 소정의 배치에 따라 분포시켜 환자 시술상태 화면부에 가상 이미지를 형성하는 것을 특징으로 하는 모발 이식수술용 모발 평가장치.The indication is changed according to the number of hairs per follicle classified based on the number of hairs formed in one follicle from the detected hair, and when automatically distributed in a dot form, the number of hairs per follicle is distributed according to a predetermined arrangement for the patient Hair evaluation device for hair transplant surgery, characterized in that the virtual image is formed on the operation state screen part.
  8. 제1항에 있어서 스마트 제어부(400)는According to claim 1, wherein the smart control unit 400
    심어진 모발개수/표시면적 중 심어진 두상면적 : 남아있는 절개 모발개수/표시면적 중 심어지지 않은 두상면적의 비율을 통해 심어질 모발의 표준밀도을 자동계산하여 표준밀도에 따른 면적 내에 비율분포 정보 및 남아있는 면적 대비 남아있는 모발개수를 실시간으로 제공하는 것을 특징으로 하는 모발 이식수술용 모발 평가장치.Planted head area among the number of hairs planted/displayed area: The standard density of the hair to be planted is automatically calculated based on the ratio of the number of remaining incised hairs/the unplanted head area among the displayed area, and ratio distribution information and remaining Hair evaluation device for hair transplant surgery, characterized in that it provides the number of remaining hairs compared to the area in real time.
  9. 환자로부터 채취된 모발을 포함하도록 촬영된 영상 정보로부터 모발의 품질을 평가하는 모발 평가장치(1)는The hair evaluation device 1 for evaluating the quality of hair from the image information captured to include the hair collected from the patient
    채취모발 카메라부, 디스플레이부의 3차원적 위치 및 지향 방위를 조절하며 지지하는 모발 평가장치 본체(100)와,The hair evaluation device body 100 for controlling and supporting the three-dimensional position and orientation of the hair harvesting camera unit and the display unit;
    모발 평가장치 본체의 일측에 결합되거나 유선 또는 무선으로 연결된 카메라 형상으로서, 상기 카메라의 하단에 모발이식환자에게서 채취된 모발부를 수용하고, 수용된 상기 채취된 모발부를 2차원 영상 또는 3차원 영상으로 촬영하여 깊이정보를 측정하거나 스마트 제어부로 하여금 상기 깊이정보를 추론하게 하는 채취모발 카메라부(200)와,It is a camera shape coupled to one side of the body of the hair evaluation device or connected by wire or wirelessly, and the hair part collected from the hair transplant patient is accommodated at the lower end of the camera, and the collected hair part is photographed as a two-dimensional image or a three-dimensional image. A hair harvesting camera unit 200 that measures depth information or causes a smart controller to infer the depth information;
    상기 채취모발 카메라부에서 촬영된 깊이 3차원 영상 정보 또는 2차원 영상 정보와 스마트 제어부에서 비교분석한 가상 정보를 화면에 표시하는 디스플레이부(300)와,A display unit 300 for displaying on a screen the depth 3D image information or 2D image information captured by the hair harvesting camera unit and virtual information analyzed and compared by the smart control unit,
    상기 모발 평가장치 본체 내부에 형성되어 상기 채취모발 카메라부에서 촬영된 깊이 3차원 영상 정보를 식별하거나 상기 채취모발 카메라부에서 촬영된 상기 2차원 영상 정보로부터 깊이 3차원 영상 정보를 추론하고, 상기 3차원 영상 정보에서 추출된 객체를 설정데이터를 기준으로 자동분류하고, 분류된 정보를 비교분석하여 디스플레이부로 전달하는 스마트 제어부(400)와, Formed inside the body of the hair evaluation device to identify depth 3D image information captured by the hair harvesting camera unit or inferring depth 3D image information from the 2D image information captured by the hair harvesting camera unit, the 3 A smart control unit 400 that automatically classifies the object extracted from the dimensional image information based on the setting data, compares and analyzes the classified information, and delivers it to the display unit;
    모발이식환자 두상의 시술위치를 3차원 영상 촬영하여 깊이정보를 측정하는 두상 카메라부(500)를 포함하고,Includes a head camera unit 500 that measures the depth information by taking a three-dimensional image of the treatment position of the head of the hair transplant patient,
    상기 디스플레이부(300)는The display unit 300 is
    모발 평가장치 본체의 일측에 결합되어 디스플레이 화면의 3차원적 위치 및 지향 방위를 조절하는 디스플레이 위치조절부(310)와,A display position adjustment unit 310 coupled to one side of the hair evaluation device body to adjust the three-dimensional position and orientation of the display screen;
    상기 두상 카메라부(500)에서 촬영된 영상 정보를 화면에 표시하는 환자 시술상태 화면(321) 및 채취모발 카메라부에서 촬영된 영상 정보를 화면에 표시하는 채취모발상태 화면(322) 중 적어도 하나의 영상을 화면에 출력하거나, 각각의 영상을 분할하여 화면에 출력하는 디스플레이 출력부(320)를 포함하며,At least one of a patient operation state screen 321 that displays image information captured by the head camera unit 500 on a screen and a hair collection state screen 322 that displays image information captured by the hair collecting camera unit on the screen and a display output unit 320 that outputs an image to the screen, or divides each image and outputs it to the screen,
    상기 채취모발상태 화면(322)은The hair collection state screen 322 is
    검출된 이미지 영역 내에 포함된 모발의 끝단에서 반대쪽 끝단까지의 이미지를 선택하고, 선택된 모발의 두께 평균을 측정하여 미리 정해진 길이 단위로 표출하는 모발굵기 표시부(322c)와,A hair thickness display unit 322c that selects an image from one end to the other end of the hair included in the detected image area, measures the average thickness of the selected hair, and expresses it in a unit of a predetermined length;
    검출된 이미지 영역 내에 포함된 모발의 끝단에서 반대쪽 끝단까지의 이미지를 선택하고, 선택된 모발의 각각의 외측 경계선의 굴곡 여부를 측정하여 외곽선을 추출하여 머리카락 손상정도를 표출하는 모발손상여부 표시부(322d) 중 선택적으로 하나의 표시부를 표시하거나 두개의 표시부를 모두 표시하는 것을 특징으로 하는 모발 이식수술용 모발 평가장치.A hair damage display unit 322d that selects an image from the tip of the hair included in the detected image area to the opposite end, measures whether each of the outer borders of the selected hair is bent, extracts the outline, and expresses the degree of hair damage (322d) A hair evaluation device for hair transplant surgery, characterized in that selectively displaying one display unit or displaying both display units.
  10. 제9항에 있어서, 10. The method of claim 9,
    모발의 평균 굵기가 속하는 전체 범위는 2개 이상의 모발 굵기 범위들로 구분되고, The entire range to which the average thickness of hair belongs is divided into two or more hair thickness ranges,
    모발굵기 표시부(322c)는, 각각의 상기 모발 굵기 범위에 대하여, 영역 내에 포함되어 측정된 모발의 평균 굵기가 상기 각각의 모발 굵기 범위에 속하는 것으로 식별되는 모발의 굵기를 자동계산하여 모발의 개수 및 전체측정 모발개수 중 식별된 모발비율을 나타내는, 모발 이식수술용 모발 평가장치.The hair thickness display unit 322c is, for each of the hair thickness ranges, automatically calculates the thickness of the hair identified as belonging to the respective hair thickness range, the average thickness of the measured hair included in the region, the number of hairs and A hair evaluation device for hair transplant surgery, indicating the proportion of identified hair among the total number of measured hairs.
  11. 제9항에 있어서 모발손상여부 표시부(322d)는 The method of claim 9, wherein the hair damage display unit (322d) is
    영역 내에 포함되어 촬영된 모발의 외측 표면 및 외측 경계선, 윤택한 정도를 계측한 결과에 기초한 모발의 손상 정도에 따라 모발 표면의 큐티클 층이 밀접하고 치밀하게 나열되고 윤기가 나는 모발인 정상모발, 및 모발 외측면을 둘러싸고 있는 큐티클 층의 적어도 일부가 손상된 손상모발을 검출하는 정상모발 및 손상모발 검출부를 포함하되, 상기 손상모발은 상기 손상모발의 손상 정도에 따라 하나 이상의 카테고리로 분류되는 것을 특징으로 하는 모발 이식수술용 모발 평가장치.Normal hair, which is shiny hair with a close and densely arranged cuticle layer on the surface of the hair, according to the degree of damage to the hair based on the result of measuring the outer surface and outer boundary of the hair captured within the area, and the degree of luster, and At least a portion of the cuticle layer surrounding the outer surface of the hair comprises a normal hair and a damaged hair detection unit for detecting damaged hair, wherein the damaged hair is classified into one or more categories according to the degree of damage to the damaged hair, characterized in that Hair evaluation device for hair transplant surgery.
  12. 제9항에 있어서 스마트 제어부(400)는The method of claim 9, wherein the smart control unit 400
    채취모발 카메라부에서 촬영되거나 추론된 3차원 영상 정보를 통해 모발이식환자에게서 채취된 모발을 세팅된 데이터와 비교분석하는 채취모발 분석부(410)와,A hair collection analysis unit 410 that compares and analyzes hair collected from a hair transplant patient with set data through three-dimensional image information photographed or inferred from the hair collection camera unit;
    상기 두상 카메라부(500)에서 촬영되거나 추론된 3차원 영상 정보를 통해 모발이식환자의 수술부분 영상 정보를 검출하고, 채취모발 분석부에서 검출된 모발데이터를 이용하여 수술위치 정보를 비교분석하는 수술부위 분석부(420)를 포함하는 것을 특징으로 하는 모발 이식수술용 모발 평가장치.A surgery that detects the surgical part image information of the hair transplant patient through the three-dimensional image information photographed or inferred by the head camera unit 500, and compares and analyzes the surgical location information using the hair data detected by the hair collection analysis unit Hair evaluation device for hair transplant surgery, characterized in that it comprises a region analysis unit (420).
  13. 제12항에 있어서 채취모발 분석부(410)는The method of claim 12, wherein the hair collection analysis unit 410 is
    촬영된 영상에서 모발 이미지를 검출하는 모발이미지 검출단계(S413)와,A hair image detection step (S413) of detecting a hair image from the photographed image, and
    검출된 모발 이미지 영역에서 일부분을 확대하여 모발의 두께 및 손상여부를 식별하여 표시하는 모발손상여부 식별단계(S414)와,A hair damage identification step (S414) of enlarging a part of the detected hair image area to identify and display the thickness and damage of the hair;
    모발 이미지를 검출하고, 검출된 모발에서 하나의 모낭에 형성된 모발의 개수를 기준으로 분류한 모낭 당 모발의 개수 정보를 파악하는 모발개수 파악단계(415)와,A hair count identification step 415 of detecting a hair image and identifying information on the number of hairs per follicle classified based on the number of hairs formed in one hair follicle from the detected hair;
    파악된 모발의 개수정보를 제어부에 전달하는 정보전달단계(416)를 포함하는 단계들을 수행하는 것을 특징으로 하는 모발 이식수술용 모발 평가장치.Hair evaluation device for hair transplant surgery, characterized in that the steps including the information transfer step (416) of transmitting the identified number of hair information to the control unit.
  14. 제12항에 있어서, 13. The method of claim 12,
    모발의 평균 굵기가 속하는 전체 범위는 2개 이상의 모발 굵기 범위들로 구분되고, The entire range to which the average thickness of hair belongs is divided into two or more hair thickness ranges,
    스마트 제어부(400)는, The smart control unit 400,
    검출된 모발에서 평균 굵기 정보를 기준으로 식별된 각각의 상기 모발 굵기 범위에 따라 디스플레이 영상에서 표시를 달리하고, 모발이식환자의 수술부위에 모발굵기에 따른 상이한 표시정보로 가상 이미지를 형성하여 모발이식 위치를 추천하는, 모발 이식수술용 모발 평가장치.In the detected hair, the display image is displayed differently according to each of the hair thickness ranges identified based on the average thickness information, and a virtual image is formed on the surgical site of the hair transplant patient with different display information according to the hair thickness to form a hair transplant. A hair evaluation device for hair transplant surgery that recommends a location.
  15. 촬영된 환자의 모발의 영상 정보를 컴퓨팅 장치에 의하여 평가하는 방법에 있어서, In the method for evaluating image information of the photographed patient's hair by a computing device,
    컴퓨팅 장치에 의하여 구현되는 채취모발 분석부가, 촬영된 영상에서 모발 이미지를 검출하는 모발이미지 검출단계; A hair image detection step of detecting a hair image from a photographed image by a hair harvesting analysis unit implemented by a computing device;
    상기 검출된 모발 이미지에서 하나의 모낭에 형성된 모발의 개수를 기준으로 분류한 모낭 당 모발의 개수 정보를 파악하는 프로세스, 및 상기 검출된 모발 이미지 영역에서 일부분을 확대하여 모발의 두께 및 손상여부를 식별하는 프로세스 중 적어도 하나를 수행하는 단계; 및 A process of identifying information on the number of hairs per follicle classified based on the number of hairs formed in one follicle in the detected hair image, and enlarging a portion of the detected hair image area to identify the thickness and damage of hair performing at least one of the following processes; and
    상기 채취모발 분석부가, The hair collection analysis unit,
    (i) 상기 파악된 모발의 개수정보 및 (i) information on the number of hairs identified above, and
    (ii) 상기 모발의 두께와 상기 손상여부 (ii) the thickness of the hair and whether the damage is
    중 적어도 하나를 전달함으로써 소정의 디스플레이부로 하여금 상기 (i) 및 (ii) 중 적어도 하나를 표시하게 하는 정보전달단계 An information delivery step of causing a predetermined display unit to display at least one of (i) and (ii) by delivering at least one of
    를 포함하는, 모발 이식수술용 모발 평가 방법.A method for evaluating hair for hair transplant surgery, comprising a.
  16. 촬영된 환자의 모발의 영상 정보를 컴퓨팅 장치에 의하여 평가하는 방법에 있어서, In the method for evaluating image information of the photographed patient's hair by a computing device,
    컴퓨팅 장치에 의하여 구현되는 수술부위 분석부가, 모발이식환자의 수술부분에 디자인될 라인 윤곽 이미지를 검출하고, 윤곽 이미지 둘레면을 기준으로 내부 면적 영역을 계측하는 영역계측단계; a region measuring step of detecting, by the surgical site analysis unit implemented by the computing device, a line contour image to be designed in the surgical part of the hair transplant patient, and measuring the inner area area based on the peripheral surface of the contour image;
    상기 윤곽 이미지 둘레면을 기준으로 계측된 영역 내에 심어지는 모발 이미지를 검출하고, 상기 영역 내에 심어진 모발 중 하나의 모낭에 형성된 모발의 개수를 기준으로 검출된 모낭 당 심어진 모발의 개수 정보를 파악하는 개수정보 파악 단계; 및 Number of detecting hair images to be planted in an area measured based on the circumferential surface of the outline image, and identifying information on the number of hairs planted per detected hair follicle based on the number of hairs formed in one follicle among hairs planted in the area information acquisition step; and
    검출된 심어진 모발의 상기 개수정보를 전달함으로써 소정의 디스플레이부로 하여금 상기 개수정보를 표시하게 하는 정보전달단계An information delivery step of causing a predetermined display unit to display the number information by transmitting the detected number information of the planted hair
    를 포함하는, 모발 이식수술용 모발 평가 방법.A method for evaluating hair for hair transplant surgery, comprising a.
  17. 제16항에 있어서, 17. The method of claim 16,
    상기 정보전달단계는, The information transfer step is
    상기 개수정보 및 상기 라인 윤곽 이미지의 검출정보를 전달함으로써 상기 디스플레이부로 하여금 상기 디스플레이부 상에 표시되는 환자 시술상태 화면부에 수술위치 면적에 확보된 모발 개수에 따라 도트 형태로 자동분포시킨 가상 이미지를 형성하게 하는 것을 특징으로 하는, 모발 이식수술용 모발 평가 방법.By transmitting the number information and the detection information of the line contour image, the display unit automatically distributes a virtual image in the form of dots according to the number of hairs secured in the surgical location area on the patient operation state screen displayed on the display unit. A method for evaluating hair for hair transplant surgery, characterized in that it is formed.
  18. 제16항에 있어서, 17. The method of claim 16,
    상기 정보전달단계는, The information transfer step is
    심어진 모발개수/표시면적 중 심어진 두상면적 : 남아있는 절개 모발개수/표시면적 중 심어지지 않은 두상면적의 비율을 통해 심어질 모발의 표준밀도를 자동계산하여 표준밀도에 따른 면적 내에 비율분포 정보 및 남아있는 면적 대비 남아있는 모발개수를 전달함으로써, 상기 디스플레이부로 하여금 표준밀도에 따른 면적 내에 비율분포 정보 및 남아있는 면적 대비 남아있는 모발개수를 실시간으로 제공하게 하는 것을 특징으로 하는, 모발 이식수술용 모발 평가 방법.Planted head area among the number of hairs planted/displayed area: The standard density of the hair to be planted is automatically calculated based on the ratio of the number of remaining incision hairs/the unplanted head area among the displayed area, and ratio distribution information and remaining Hair evaluation for hair transplant surgery, characterized in that by transmitting the number of remaining hairs compared to the existing area, the display unit provides ratio distribution information in the area according to the standard density and the number of remaining hairs compared to the remaining area in real time Way.
  19. 제15항 또는 제16항에 있어서, 17. The method of claim 15 or 16,
    상기 정보전달단계는, The information transfer step is
    상기 디스플레이부 상에 표시되는 환자 시술상태 화면부에, 검출된 모발에서 하나의 모낭에 형성된 모발의 개수를 기준으로 분류한 모낭 당 모발의 개수에 따라 표시를 달리하고, 도트 형태로 자동분포시 모낭 당 모발의 개수 각각을 소정의 배치에 따라 분포시킨 가상 이미지를 형성하는 것을 특징으로 하는, 모발 이식수술용 모발 평가 방법.In the patient operation status screen displayed on the display unit, the display is changed according to the number of hairs per follicle classified based on the number of hairs formed in one hair follicle from the detected hair, and when automatically distributed in the form of dots, hair follicles are displayed. A method for evaluating hair for hair transplant surgery, characterized in that a virtual image in which each number of hairs is distributed according to a predetermined arrangement is formed.
PCT/KR2021/013869 2020-10-29 2021-10-08 Hair evaluation device for hair transplant surgery WO2022092613A1 (en)

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KR1020200142320A KR102267682B1 (en) 2020-10-29 2020-10-29 Hair quality evaluation device for hair transplant surgery
KR1020200142316A KR102267681B1 (en) 2020-10-29 2020-10-29 Hair counting device for hair transplant surgery
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KR101194773B1 (en) * 2011-03-29 2012-10-26 강진수 Measurement method of alopecia progression degree
KR101870689B1 (en) * 2016-01-22 2018-06-25 고려대학교 산학협력단 Method for providing information on scalp diagnosis based on image
KR20190120037A (en) * 2018-04-13 2019-10-23 와이케이씨테크(주) Device for skin diagnosis and analysis of face, neck, scalp, and hair
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KR20200093243A (en) * 2019-01-28 2020-08-05 주식회사 아프스 Apparatus for Determining Defective Hair Follicles and Apparatus for Automatically Separating Hair Follicles Including the Same
KR102267681B1 (en) * 2020-10-29 2021-06-24 주식회사 아프스 Hair counting device for hair transplant surgery
KR102267682B1 (en) * 2020-10-29 2021-06-24 주식회사 아프스 Hair quality evaluation device for hair transplant surgery

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JP2010082245A (en) * 2008-09-30 2010-04-15 Panasonic Electric Works Co Ltd Hair information measuring method
KR101194773B1 (en) * 2011-03-29 2012-10-26 강진수 Measurement method of alopecia progression degree
KR101870689B1 (en) * 2016-01-22 2018-06-25 고려대학교 산학협력단 Method for providing information on scalp diagnosis based on image
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