Intelligent detection method for head hair transplant area and head auxiliary detection system
Through intelligent detection methods and auxiliary detection systems, auxiliary lighting and image acquisition technology are used to identify the hair transplant area of the head, combined with intelligent AI processing, the problem of inaccurate identification of hair transplant area in the existing technology is solved, and the transparency and success of hair transplant plan selection is improved The rate provides virtual hair transplant effect simulation and enhances the user experience.
Patent Information
- Application Number
- CN202110321227.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2021-03-25
- Publication Date
- 2024-12-27
- Estimated Expiration
- 2041-03-25
AI Technical Summary
The existing hair transplant industry lacks effective scalp condition detection methods, which leads to inaccurate identification of hair transplant areas and difficulty in selecting hair transplant plans, affecting the success rate and user experience of hair transplant.
Intelligent detection methods and auxiliary detection systems are adopted to identify the hair transplant area of the head through auxiliary lighting and image acquisition technology, combined with intelligent AI for image processing, determine the hair transplant boundary and number of hair follicles, provide virtual hair transplant effect simulation, and manually adjust and confirm the hair transplant area.
It realizes the rapid and accurate identification of hair transplant areas on the head, reduces artificial errors, improves the transparency and success rate of hair transplant solutions, provides virtual hair transplant effect simulation, and enhances user experience.
Smart Images

Figure CN112914516B_ABST
Abstract
Description
Technical Field
[0001] The present invention belongs to the technical field of detection methods and devices before and after hair transplantation, and specifically relates to an intelligent detection method for a head hair transplantation area and a head auxiliary detection system. Background Art
[0002] The accelerated pace of modern society and the increased pressure of life, frequent staying up late, nutritional imbalance, and the influence of genetic factors have caused an increasing number of people suffering from hair loss, with a general trend of younger people. In today's society where appearance is increasingly valued, the impact of baldness caused by hair loss on people's psychology is self-evident.
[0003] Hair transplantation is to take the hair follicles at the back of the human head as the source, separate them into single or multiple hair follicle units, and transplant them to the part that needs to be transplanted through fine microsurgery technology, so that they can survive and grow naturally in the new part, thereby achieving the purpose of repairing the local hair distribution density and achieving a beautiful effect. In fact, hair transplantation is also a kind of "taking money from Peter to pay Paul", which can achieve a concealed and visual effect of lush hair.
[0004] At present, the hair transplant industry mostly uses traditional optical magnifiers with lights, transparent films and marking pens to manually evaluate hair transplant plans through human visual observation and manual operation. The disadvantages are obvious. Not only is the operation cumbersome, but there is also a large human error, lack of accuracy and inability to effectively compare before and after. There is a lack of a product on the market that can assist in hair transplant surgery and can perform auxiliary testing and plan selection according to the hair transplant process, thereby improving the experience of hair transplant users and the success rate of hair transplantation. Summary of the invention
[0005] In order to solve the problem of insufficient means for detecting scalp conditions before and after hair transplantation in the prior art, the present invention provides an intelligent detection method for the hair transplantation area on the head, which can quickly identify the area on the head that needs hair transplantation, and change the traditional method of hand-drawing the hair transplantation area and making inaccurate judgments on the amount of hair transplantation before implantation.
[0006] The technical solution adopted by the present invention is:
[0007] An intelligent detection method for a head hair transplant area comprises the following steps:
[0008] S1: Use auxiliary light to fill in the top, left, right and back of the human head;
[0009] S2: Capture images of the top, left, right and back of the human head in different fill-light environments;
[0010] S3: Process the image and identify the human head contour, define the hairline according to the boundary of the hairy area of the head, determine and define the hair transplantation boundary according to the contour position of the forehead, and the closed area between the hairline and the hair transplantation boundary is the hair transplantation area.
[0011] Optionally: the hair transplant area is dynamically displayed through a display screen, and the boundary of the hair transplant area can be manually adjusted and confirmed; the manual adjustment method includes overall scaling, overall dragging, left and right rotation or partial movement of the hair transplant area boundary position.
[0012] Optional: Method for calculating the number of hair transplants in the transplant area: Calculate the area of the transplant area and calculate the total number of hair transplants required based on the manually selected hair transplant density plan.
[0013] Optionally: Before calculating the total number of hair transplants required, calculate an upper limit on the total number of hair transplants based on the number of hair follicles identified in the transplant area.
[0014] Optionally: the auxiliary light includes standard white light, ultraviolet light, cross-polarized light and / or parallel polarized light; the ultraviolet light fill light is used to detect the blockage of scalp hair follicles and oil secretion; the cross-polarized light fill light can make the human head appear non-reflective and oil-free, reducing the detection of scalp oil on the scalp; the parallel polarized light fill light can make the human head appear reflective and oil-rich, detecting the hair root texture and the redness and swelling changes of hair follicles.
[0015] Optional: Hair transplant effect simulation method: Make a hair model according to manually selected different densities, different hair lengths and different hair growth directions, virtually paste the hair model into the hair transplant area, and display the simulated effect after implantation through a monitor.
[0016] A head auxiliary detection system for hair transplantation, comprising:
[0017] an illumination unit capable of emitting at least one auxiliary light and illuminating the top side, left side, right side or back side of the human head;
[0018] An image acquisition unit capable of acquiring images of the top, left, right or back side of a human head under different lighting conditions;
[0019] Intelligent AI unit, used for image processing, can identify the size and density of hair follicles and determine the health status of hair follicles, locate the hair transplant area according to the position of the hairline and forehead contour, or generate different hair models to simulate the effect after hair transplantation;
[0020] The display unit is used to display the hair follicle health judgment results, the positioning results of the hair transplant area, or the simulated hair transplant effect picture.
[0021] Optionally: the auxiliary light includes standard white light, ultraviolet light, cross-polarized light and / or parallel polarized light; the boundary of the hair transplant area can be manually adjusted and confirmed; the manual adjustment method includes overall scaling, overall dragging, left and right rotation or partial movement of the boundary position of the hair transplant area; the hair model is generated by the color of the hair remaining on the head and the selected different densities, different hair growth directions and different hair lengths. The hair transplant model is placed in the hair transplant area to form a virtual hair transplant effect diagram.
[0022] Optionally: the illumination unit and the image acquisition unit are both integrated into a hair transplant mirror, which includes a head and a body; the head is in the shape of a hood, the body is a bracket erected on the ground, the head is connected to the body, the illumination unit uses an LED panel system and is installed on the head, and the image acquisition unit uses a camera and is installed on the head.
[0023] Optional: the body includes a displacement console, a second vertical axis, a first arc rod and a second arc rod; the second vertical axis is rotatable and erected directly above the center of the machine head, the displacement console is located at the horizontal side of the center of the machine head, the first arc rod is connected between the displacement console and the second vertical axis, the second arc rod is connected between the machine head and the displacement console, the connection between the second arc rod and the machine head is located directly below the second vertical axis, and the first arc rod is rotatably connected to the displacement console; the machine head includes a light shield, a casing, a lampshade, a head positioning device and a first connecting head; the casing is in a cover shape, the lampshade, the camera and the LED panel system are all installed in the casing, and the light shield is connected to the cover edge of the casing; the head positioning device is arranged in the casing and is used to locate the position of the human head.
[0024] The beneficial effects of the present invention are:
[0025] 1. This solution designs an intelligent detection method for the hair transplant area on the head, which can quickly locate the area on the head that needs hair transplantation through electronic photography technology, so as to facilitate the selection of subsequent hair transplantation plans;
[0026] 2. In this solution, the intelligent Ai unit can complete the recognition and delineation of the entire top of the head area, identify and delineate the hair transplantation area with hair and without hair or with little hair, and intelligently match the sample atlas to find the closest hair loss sample map, and then present one or two yellow closed areas in the hair transplantation area; the yellow closed area also allows manual operation to complete zooming in and out, overall dragging, left and right rotation, and movement of each node in the yellow closed area. After the area adjustment is completed and confirmed, the yellow turns red, thereby achieving the ideal hair transplantation closed area;
[0027] 3. This solution can provide instant and rapid feedback on hair transplantation plans and the costs required for hair transplantation, overcoming the problems of strong subjectivity and low transparency in the calculation of existing hair transplantation plans and costs. Through artificial intelligence Ai software and image processing technology, virtual hair transplantation effect diagrams of different densities, different hair growth directions and different hair lengths can be pasted on the bald area, allowing bald patients to choose a hair transplantation plan that suits them. At the same time, the up and down and left and right face-changing special effects technology are used to vividly reflect the changes before and after hair transplantation. BRIEF DESCRIPTION OF THE DRAWINGS
[0028] In order to more clearly illustrate the embodiments of the present scheme or the technical scheme in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. The drawings described below are only part of the implementation structure diagrams of the design points of the present scheme. For ordinary technicians in this field, other drawings can be obtained based on the drawings described below without paying any creative work.
[0029] Figure 1 It is a structural schematic diagram of the hair transplant mirror in this scheme;
[0030] Figure 2 It is a structural schematic diagram of the machine head in this scheme;
[0031] Figure 3 It is a schematic diagram of the structure of the fuselage in this scheme.
[0032] In the figure: 1-light shield; 2-housing; 3-lamp cover; 4-LED panel system; 5-camera; 6-head positioning device; 61-first positioner; 62-second positioner; 7-first connector; 8-handle; 9-displacement control console; 10-vertical frame rod; 11-base; 12-roller; 13-first vertical axis; 14-first movable fulcrum; 15-lateral connecting arm; 16-second movable fulcrum; 17-second vertical axis; 18-first arc rod; 19-second arc rod; 20-second connector. DETAILED DESCRIPTION
[0033] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the present invention will be briefly introduced below in combination with the drawings and the descriptions of the embodiments or the prior art. The following descriptions of the structures of the drawings are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.
[0034] The technical solution provided by the present invention will be described in detail below by way of embodiments with reference to the accompanying drawings. It should be noted that the description of these embodiments is used to help understand the present invention, but does not constitute a limitation of the present invention.
[0035] In some instances, some embodiments are not described or not described in detail because they belong to existing or conventional technologies.
[0036] In addition, the technical features recorded in this article, or the steps in all methods or processes disclosed, except for mutually exclusive features and / or steps, can also be combined in any suitable manner in one or more embodiments. For those skilled in the art, it is easy to understand that the steps or operation sequence of the methods related to the embodiments provided herein can also be changed. Any order in the drawings and embodiments is only for illustrative purposes and does not imply a requirement to follow a certain order unless it is explicitly stated that a certain order is required.
[0037] The serial numbers assigned to the components herein, such as "first", "second", etc., are only used to distinguish the objects described and do not have any order or technical meaning. The "connection" and "connection" mentioned in this application include direct and indirect connections when they are reasonable and do not constitute self-contradiction.
[0038] Example 1
[0039] This embodiment designs an intelligent detection method for the hair transplant area on the head, including the following three steps S1, S2 and S3:
[0040] S1: Use auxiliary light to fill in the top, left, right and back of the human head.
[0041] In step S1, the auxiliary light used for fill light includes standard white light, ultraviolet light, cross-polarized light and / or parallel polarized light. The purpose of fill light is to facilitate the observation of the state of the scalp under different light, so as to facilitate the detection of the health of the scalp, the position of the hairline, the size of the hair follicle pores, etc.;
[0042] Among them, ultraviolet light supplement is used to detect the blockage of scalp hair follicles and oil secretion. Through these characteristics, it is convenient to intelligently match the health of scalp hair follicles, and it is convenient for doctors to give treatment suggestions and hair transplant period recommendations based on the health characteristics of the scalp.
[0043] The cross-polarized light fill-in can make the human head appear non-reflective and oil-free, reducing the impact of scalp oil on scalp detection. The cross-polarized light fill-in can reduce the interference of oil reflection on the doctor's judgment when the doctor is testing the status of hair follicles based on photos.
[0044] The fill light of parallel polarized light can make the human head appear reflective and oily, so that the taken photos can more clearly reflect the hair root texture and the changes in the redness and swelling of the hair follicles, thereby improving the accuracy of judging the health status of the scalp hair follicles based on the taken photos.
[0045] S2: Capture images of the top, left, right and back of the human head in different fill-light environments.
[0046] By collecting the top side image of the human head, the outline of the human head can be observed intuitively, and then, under the fill-in lighting of different auxiliary lights, the hairline position can be intelligently identified and outlined by comparing the color, degree of reflection, etc. of the hair area and the hairless area; at the same time, it is also necessary to detect and identify the left side, right side and back side of the top of the head respectively, so as to assist in determining the hairline position or the boundary position of the hair transplant area; since the images of the left side, right side and back side are collected, a three-dimensional human head shape can be obtained, which is convenient for intelligently matching the normal hairline position of a similar head shape, thereby improving the accuracy of the hair transplant area recognition range.
[0047] At the same time, after observing the top, left, right and back sides for image acquisition and establishing a three-dimensional model of the head, it is possible to give hair care suggestions based on the hairline position and hair thinning trend, and select the appropriate hair removal area for hair removal.
[0048] S3: Process the image and identify the human head contour, define the hairline according to the boundary of the hairy area of the head, determine and define the hair transplantation boundary according to the contour position of the forehead, and the closed area between the hairline and the hair transplantation boundary is the hair transplantation area.
[0049] In step S3, the identified human head contour is a three-dimensional head model, and then the hair position distribution law of this head shape model is installed on the three-dimensional head model. The hair transplantation boundary is determined and delineated based on the contour position of the forehead. When the closed area between the hairline and the hair transplantation boundary is closed, it is the hair transplantation area.
[0050] The hair transplant area is displayed dynamically or statically through the display screen. The displayed image is mainly on the top side of the head, and the boundary of the hair transplant area can be manually adjusted and confirmed; the manual adjustment methods include overall zooming, overall dragging, left and right rotation or local movement of the hair transplant area boundary position; before the doctor confirms the hair transplant area through the display interface, a yellow line can be displayed at the boundary position of the hair transplant area on the head, and then a red line will be displayed after confirmation.
[0051] Example 2
[0052] After the hair transplant area is determined in Example 1, the method for calculating the number of hair transplants in the hair transplant area is as follows: the area of the hair transplant area under the three-dimensional head model is calculated, and the hair transplant area is a curved surface area with the same shape as the top of the head; then, the bald patient can manually select the hair transplant density scheme to calculate the total number of hair transplants required. This makes it convenient for hair loss patients to choose a hair transplant scheme according to actual conditions and calculate the hair transplant cost; in addition, in this scheme, since the number of hair transplants can be calculated by a simple division operation, the hair transplant cost can be made more open and transparent during the calculation process.
[0053] At the same time, before calculating the total number of hair transplants required, since the number of hair follicles in the human scalp is constant, while the number of hair follicles on each person's head is different, the number of hair follicles can also be considered as the upper limit of the total number of hair transplants. Therefore, by detecting the number of hair follicles, or by being able to calculate the upper limit of the total number of hair transplants required based on the number of hair follicles identified in the hair transplant area collected in the image, the openness and transparency of the hair transplant process and the cost calculation process can be further improved.
[0054] Example 3
[0055] After the hair transplantation area is determined in Example 1, the intelligent AI unit can select the area according to the shape of the hair transplantation area to make hair models with different densities, different hair lengths and different hair growth directions in the database, paste the selected hair model into the hair transplantation area, and display the simulated effect after implantation on the display.
[0056] Example 4
[0057] In order to implement the methods in Examples 1 to 3, this embodiment designs a head auxiliary detection system for hair transplantation, including: an illumination unit, an image acquisition unit, an intelligent AI unit and a display unit.
[0058] The illumination unit can emit at least one auxiliary light and illuminate the top side, left side, right side or back side of the human head. The auxiliary light includes standard white light, ultraviolet light, cross-polarized light or / and parallel polarized light.
[0059] The image acquisition unit can acquire images of the top side, left side, right side or back side of the human head under different lighting conditions.
[0060] The intelligent AI unit can receive images collected by the image acquisition unit and use them for image processing, can identify the size and density of hair follicles and determine the health status of hair follicles, can locate the hair transplant area according to the hairline position and forehead contour position, or can generate different hair models to simulate the effect after hair transplantation; the boundary of the hair transplant area can be manually adjusted and confirmed; the manual adjustment method includes overall scaling, overall dragging, left and right rotation or partial movement of the boundary position of the hair transplant area; the hair model generates a hair transplant model through the color of the hair retained on the head and the selected different densities, different hair growth directions and different hair lengths. The hair transplant model is placed in the hair transplant area to form a virtual hair transplant effect diagram.
[0061] During the image processing process, the main focus is on identifying the color of the color blocks in the image and the distribution of continuous color blocks to identify the hair, hair follicle position and hair follicle size, etc. The size of the hair follicles, the color of the hair follicles and the degree of oil secretion of the hair follicles can be matched with the corresponding disease model in the database to determine the health of the scalp in the hair transplant area.
[0062] The display unit is used to display the hair follicle health judgment result, the positioning result of the hair transplant area, or the simulated effect picture after hair transplantation. The display can be a touch screen.
[0063] Example 5
[0064] like Figure 1-3 As shown, in order to facilitate the acquisition of scalp images in the hair transplantation area, the illumination unit and the image acquisition unit in Example 4 can be integrated into one hair transplantation mirror.
[0065] The hair transplant mirror comprises a head and a body; the head is in the shape of a head cover, the body is a bracket erected on the ground, the head is connected to the body, the illumination unit uses an LED panel system and is installed on the head, and the image acquisition unit uses a camera 5 and is installed on the head.
[0066] The fuselage includes a displacement control console 9, a vertical frame rod 10, a base 11, a roller 12, a first vertical axis 13, a first movable fulcrum 14, a horizontal connecting arm 15, a second movable fulcrum 16, a second vertical axis 17, a first arc rod 18, a second arc rod 19 and a second connector 20; a plurality of rollers 12 are arranged at the bottom of the base 11; the vertical frame rod 10 is vertically connected to the base 11; the first vertical axis 13 is fixedly connected to the upper part of the vertical frame rod 10; one end of the horizontal connecting arm 15 is connected to the first movable fulcrum Point 14 is connected to a transverse connecting arm 15, and the transverse connecting arm 15 can rotate on a vertical plane; a second vertical axis 17 is connected to the other end of the transverse connecting arm 15 through a second movable fulcrum 16; a first arc rod 18 is connected to the second vertical axis 17 and can rotate around the axis of the second vertical axis 17; a displacement control console 9 is connected to the first arc rod 18; a second arc rod 19 is rotatably connected to the displacement control console 9, and a second connector 20 is provided at one end of the second arc rod 19 away from the displacement control console 9. A handle 8 for hand-holding is provided on the lower side of the displacement control console 9.
[0067] The above body is connected by multiple movable and rotatable fulcrum structures to enable the head to achieve rapid position control and movement, thereby facilitating manual control of the head to quickly align and take pictures of the human head.
[0068] The head includes a light shield 1, a housing 2, a lampshade 3, an LED panel system 4, a camera 5, a head positioning device 6 and a first connector 7; the housing 2 is in a cover shape, the lampshade 3 is in a bucket shape and is arranged at the inner opening of the housing 2 and the lampshade 3 is annular, the LED panel system is circular and arranged on the inner side of the lampshade 3, the LED panel system is provided with LED lamp beads distributed in a star shape, the image acquisition unit can be an electronic magnifying glass, and the camera 5 lens for taking pictures is arranged at the center of the LED panel system; the head positioning device 6 includes a first locator 61 and a second locator 62, the first locator 61 and the second locator 62 are both arranged on two opposite sides of the inner side of the housing 2 and are used to locate the position of the human head; the housing 2 is provided with a first connector 7 for connecting the second connector 20. The light shield 1 is arranged at the cover edge of the housing 2, the light shield 1 is in a C shape, and the notch of the light shield 1 faces and is used to accommodate the back part of the human neck.
[0069] When in use, the second arc rod 19 can be controlled to rotate relative to the displacement console 9 to control the camera 5 to aim at the top or rear side of the head. When the human body turns left or right, the left or right side of the head can also be photographed. In addition, the second vertical axis 17 is rotatable and erected directly above the center of the machine head. The displacement console 9 is located at the horizontal lateral side of the center of the machine head. The first arc rod 18 is connected between the displacement console 9 and the second vertical axis 17. The second arc rod 19 is connected between the machine head and the displacement console 9. The connection between the second arc rod 19 and the machine head is located directly below the second vertical axis 17. The first arc rod 18 is rotatably connected to the displacement console 9. The above displacement console 9, the second vertical axis 17, the first arc rod 18 and the second arc rod 19 can make the machine head flip forward and backward or rotate vertically with the human head as the center, so as to facilitate the camera to collect images of various areas of the head. The center of the machine head can be regarded as the position of the human head when the device is in use.
[0070] The above embodiments are merely examples for the purpose of clarifying the description, and are not intended to limit the implementation methods. For those skilled in the art, other different forms of changes or modifications may be made based on the above description. It is not necessary and impossible to list all the implementation methods here. However, the obvious changes or modifications derived therefrom are still within the scope of protection of the present invention.
Claims
1. A head auxiliary detection system for hair transplantation, characterized in that: include: an illumination unit capable of emitting at least one auxiliary light and illuminating the top side, left side, right side or back side of the human head; An image acquisition unit capable of acquiring images of the top, left, right or back side of a human head under different lighting conditions; Intelligent AI unit, used for image processing, can identify the size and density of hair follicles and determine the health status of hair follicles, locate the hair transplant area according to the position of the hairline and forehead contour, or generate different hair models to simulate the effect after hair transplantation; A display unit, used to display the hair follicle health judgment result, the positioning result of the hair transplant area, or the simulated effect picture after hair transplantation; The auxiliary light includes standard white light, ultraviolet light, cross-polarized light and parallel polarized light; the fill light of ultraviolet light is used to detect the occlusion of scalp hair follicles and the oil secretion; the fill light of cross-polarized light can make the human head appear non-reflective and oil-free, reducing the detection of scalp oil on the scalp; the fill light of parallel polarized light can make the human head appear reflective and oil-rich, and detect the changes in hair root lines and hair follicle redness and swelling; The boundary of the hair transplant area can be manually adjusted and confirmed; the manual adjustment methods include overall scaling, overall dragging, left and right rotation or partial movement of the boundary position of the hair transplant area; the hair model is generated by the color of the hair remaining on the head and the selected different densities, different hair growth directions and different hair lengths. The hair transplant model is placed in the hair transplant area to form a virtual hair transplant effect diagram; The illumination unit and the image acquisition unit are both integrated in a hair transplant mirror, the hair transplant mirror comprising a head and a body; the head is in the shape of a head cover, the body is a bracket erected on the ground, the head is connected to the body, the illumination unit uses an LED panel system and is installed on the head, and the image acquisition unit uses a camera (5) and is installed on the head; The machine body comprises a displacement control console (9), a second vertical axis (17), a first arc-shaped rod (18) and a second arc-shaped rod (19); the second vertical axis (17) is rotatable and erected directly above the center of the machine head; the displacement control console (9) is located at the horizontal side of the center of the machine head; the first arc-shaped rod (18) is connected between the displacement control console (9) and the second vertical axis (17); the second arc-shaped rod (19) is The machine head is connected between the machine head and the displacement control console (9), the connection between the second arc rod (19) and the machine head is located directly below the second vertical axis (17), and the first arc rod (18) is rotatably connected to the displacement control console (9); the machine head comprises a light shield (1), a housing (2), a lampshade (3), a head positioning device (6) and a first connecting head (7); the housing (2) is in the shape of a cover, the lampshade (3), the camera (5) and the LED panel system are all installed in the housing (2), and the light shield (1) is connected to the cover edge of the housing (2); the head positioning device (6) is arranged in the housing and is used to locate the position of the human head.
2. The intelligent detection method of the head hair transplantation area based on the head auxiliary detection system of claim 1 is characterized in that: The following steps are involved: S1: Use auxiliary light to fill in the top, left, right and back of the human head; S2: Capture images of the top, left, right and back of the human head in different fill-light environments; S3: Process the image and identify the human head contour, define the hairline according to the boundary of the hairy area of the head, determine and define the hair transplantation boundary according to the contour position of the forehead, and the closed area between the hairline and the hair transplantation boundary is the hair transplantation area.
3. The intelligent detection method for head hair transplantation area according to claim 2, characterized in that: Method for calculating the number of hair transplants in the hair transplant area: Calculate the area of the hair transplant area and calculate the total number of hair transplants required based on the manually selected hair transplant density plan.
4. The intelligent detection method for head hair transplantation area according to claim 3, characterized in that: Before calculating the total number of hair transplants required, the upper limit of the total number of hair transplants is calculated based on the number of hair follicles identified in the hair transplant area.
5. The intelligent detection method for head hair transplantation area according to claim 2, characterized in that: Hair transplant effect simulation method: Make a hair model according to manually selected different densities, different hair lengths and different hair growth directions, virtually paste the hair model into the hair transplant area, and display the simulated effect after implantation through a monitor.