CN109011138A - Physical therapy of head method and device based on head image - Google Patents
Physical therapy of head method and device based on head image Download PDFInfo
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- 238000000554 physical therapy Methods 0.000 title claims abstract description 100
- 238000000034 method Methods 0.000 title claims abstract description 30
- 230000003325 follicular Effects 0.000 claims abstract description 43
- 230000005611 electricity Effects 0.000 claims abstract description 17
- 230000005284 excitation Effects 0.000 claims abstract description 14
- 230000005540 biological transmission Effects 0.000 claims abstract description 12
- 210000003780 hair follicle Anatomy 0.000 claims description 13
- 238000013527 convolutional neural network Methods 0.000 claims description 9
- 238000013145 classification model Methods 0.000 claims description 6
- 210000004209 hair Anatomy 0.000 description 37
- 230000001256 tonic effect Effects 0.000 description 24
- 238000010586 diagram Methods 0.000 description 10
- 230000000694 effects Effects 0.000 description 9
- 238000010438 heat treatment Methods 0.000 description 6
- 230000003803 hair density Effects 0.000 description 5
- 239000004973 liquid crystal related substance Substances 0.000 description 3
- 230000008569 process Effects 0.000 description 3
- 238000001467 acupuncture Methods 0.000 description 2
- 230000003779 hair growth Effects 0.000 description 2
- 238000009434 installation Methods 0.000 description 2
- 238000003825 pressing Methods 0.000 description 2
- 201000004384 Alopecia Diseases 0.000 description 1
- 231100000360 alopecia Toxicity 0.000 description 1
- 230000004888 barrier function Effects 0.000 description 1
- 239000002775 capsule Substances 0.000 description 1
- 238000005266 casting Methods 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 235000013399 edible fruits Nutrition 0.000 description 1
- 239000002305 electric material Substances 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 239000011810 insulating material Substances 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 210000005036 nerve Anatomy 0.000 description 1
- 230000001537 neural effect Effects 0.000 description 1
- 230000008439 repair process Effects 0.000 description 1
- 230000035939 shock Effects 0.000 description 1
- 238000004804 winding Methods 0.000 description 1
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/18—Applying electric currents by contact electrodes
- A61N1/32—Applying electric currents by contact electrodes alternating or intermittent currents
- A61N1/322—Electromedical brushes, combs, massage devices
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0012—Biomedical image inspection
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
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- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
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- G06T2207/20—Special algorithmic details
- G06T2207/20081—Training; Learning
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- G—PHYSICS
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- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
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Abstract
The physical therapy of head method and device based on head image that this application discloses a kind of executes physical therapy of head operation in second terminal according to the head image obtained in first terminal, this method comprises: first terminal obtains the first user's head image；Identify the head feature image in the first user's head image, wherein head feature image includes at least the Follicular Unit of human body head；The first operational order to second terminal is generated according to head feature image；Second terminal, which is controlled, by the first operational order executes preset instructions；Wherein, first terminal is equipped with physical therapy of head application program in advance；Second terminal includes: to receive the first operational order by wireless transmission/reception module；First operational order is transmitted to controller circuitry, electricity touching excitation circuit is controlled and exports at least pulse all the way, and adjust pulse frequency.Present application addresses as the complicated for operation of physical therapy of head it is low with control precision caused by the inadequate technical problem of intelligent level.
Description
Technical field
This application involves physical therapy of head field, in particular to a kind of physical therapy of head method based on head image and
Device.
Background technique
Alopecia, white hair are that modern society's sub-health state more significantly indicates.
Inventors have found that can effectively alleviate the generation of above situation by wearing relevant helmet product auxiliary.But
It is that current wearable product can not adjust pulse, and the output voltage in respective electrode is single.Further, it mostly uses greatly
Electric wire is connected, and lacks the function of wireless control, so that limited by electric wire to be worn whenever and wherever possible.
In addition, it is desirable to the wearable product of manual operation；Can not there is what is be directed to carry out physical therapy to the position for needing hair tonic；Nothing
Method adjusts physical therapy intensity according to hair density, in turn results in complicated for operation low with control precision.
For the complicated for operation of physical therapy of head in the related technology intelligent level caused by low with control precision asking not enough
Topic, currently no effective solution has been proposed.
Summary of the invention
The main purpose of the application is to provide a kind of physical therapy of head method and device based on head image, to solve head
Portion's physical therapy it is complicated for operation with control precision it is low caused by the inadequate problem of intelligent level.
To achieve the goals above, according to the one aspect of the application, a kind of head reason based on head image is provided
Treatment method executes physical therapy of head operation in second terminal by head image in first terminal.
The physical therapy of head method based on head image according to the application includes: that first terminal obtains the first user's head figure
Picture；Identify the head feature image in the first user's head image, wherein the head feature image includes at least human body
The Follicular Unit on head；The first operational order to the second terminal is generated according to the head feature image；By described
First operational order controls the second terminal and executes preset instructions；Wherein, the first terminal is equipped with physical therapy of head in advance
Application program；The second terminal includes: to receive first operational order by wireless transmission/reception module；By described
One operational order is transmitted to controller circuitry, controls electricity touching excitation circuit and exports at least pulse all the way, and adjusts pulse frequency.
Further, it includes: to shoot described the by the second terminal that first terminal, which obtains the first user's head image,
One user's head image；By the first user's head image transmitting to the first terminal.
Further, identify that the head feature image in the first user's head image includes: that first terminal obtains mark
Note has the samples pictures of Follicular Unit；By the samples pictures training convolutional neural networks, image recognition model is generated.
Further, the head feature image in the first user's head image is identified further include: use described first
Family head image inputs described image identification model；Identify to obtain first in head zone by described image identification model
Portion's characteristic image.
Further, the head feature image in the first user's head image is identified further include: use described first
Family head image is divided into multiple unit areas according to default division rule；Described first is used according to multiple unit areas of division
Family head image is cut into multiple flat pictures；Multiple flat pictures are inputted into described image identification model one by one；Pass through institute
It states grade classification model and judges to obtain the second head feature image in unit area.
It further, include: to sentence to the first operational order of the second terminal according to head feature image generation
Whether the Follicular Unit broken in the head feature image is identical as default hair follicle；If it is determined that in the head feature image
Follicular Unit is identical as default hair follicle, then counts the number of the Follicular Unit in the identical head feature image；According to system
The number of Follicular Unit in the identical head feature image of meter calculates density；It is raw according to the density being calculated
At first operational order.
To achieve the goals above, according to the another aspect of the application, a kind of head reason based on head image is provided
Device is treated, physical therapy of head operation is executed in second terminal by head image in first terminal.
Include: acquiring unit according to the head physiotherapy device based on head image of the application, is obtained for first terminal
First user's head image；Recognition unit, for identification the head feature image in the first user's head image, wherein
The head feature image includes at least the Follicular Unit of human body head；Generation unit, for according to the head feature image
Generate the first operational order to the second terminal；Control unit, for controlling described the by first operational order
Two terminals execute preset instructions；Wherein, the first terminal is equipped with physical therapy of head application program in advance；The second terminal packet
It includes: first operational order is received by wireless transmission/reception module；First operational order is transmitted to controller electricity
Road controls electricity touching excitation circuit and exports at least pulse all the way, and adjusts pulse frequency.
Further, recognition unit includes: sample acquisition module, and the sample for being marked with Follicular Unit is obtained for first terminal
This picture；Model generation module, for generating image recognition model by the samples pictures training convolutional neural networks.
Further, recognition unit further include: the first input module, for the first user's head image to be inputted institute
State image recognition model；First identification module, for identifying to obtain first in head zone by described image identification model
Head feature image.
Further, recognition unit further include: division module, for the first user's head image to be drawn according to default
Divider is then divided into multiple unit areas；Cut module, for according to multiple unit areas of division by first user's head
Image is cut into multiple flat pictures；Second input module, for multiple flat pictures to be inputted described image identification one by one
Model；Second judgment module, for judging to obtain the second head feature figure in unit area by the grade classification model
Picture.
In the embodiment of the present application, by the way of the physical therapy of head based on head image, by the first user's head
The judgement of image obtains head feature image, has reached and has been referred to according to the generation of head feature image to the first operation of second terminal
It enables, and the purpose of the second terminal is controlled by first operational order, controlled to realize to simplify operation and promoted
The technical effect of precision, so solve as the complicated for operation of physical therapy of head with control precision it is low caused by intelligent level not
Enough technical problems.
Detailed description of the invention
The attached drawing constituted part of this application is used to provide further understanding of the present application, so that the application's is other
Feature, objects and advantages become more apparent upon.The illustrative examples attached drawing and its explanation of the application is for explaining the application, not
Constitute the improper restriction to the application.In the accompanying drawings:
Fig. 1 is the physical therapy of head method flow schematic diagram according to the application first embodiment；
Fig. 2 is the physical therapy of head method flow schematic diagram according to the application second embodiment；
Fig. 3 is the physical therapy of head method flow schematic diagram according to the application 3rd embodiment；
Fig. 4 is the physical therapy of head method flow schematic diagram according to the application fourth embodiment；
Fig. 5 is the physical therapy of head method flow schematic diagram according to the 5th embodiment of the application；
Fig. 6 is the physical therapy of head method flow schematic diagram according to the application sixth embodiment；
Fig. 7 is the head physiotherapy device structural schematic diagram according to the application first embodiment；
Fig. 8 is the head physiotherapy device structural schematic diagram according to the application second embodiment；
Fig. 9 is the head physiotherapy device structural schematic diagram according to the application 3rd embodiment；
Figure 10 is the head physiotherapy device structural schematic diagram according to the application fourth embodiment.
Specific embodiment
In order to make those skilled in the art more fully understand application scheme, below in conjunction in the embodiment of the present application
Attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is only
The embodiment of the application a part, instead of all the embodiments.Based on the embodiment in the application, ordinary skill people
Member's every other embodiment obtained without making creative work, all should belong to the model of the application protection
It encloses.
It should be noted that the description and claims of this application and term " first " in above-mentioned attached drawing, "
Two " etc. be to be used to distinguish similar objects, without being used to describe a particular order or precedence order.It should be understood that using in this way
Data be interchangeable under appropriate circumstances, so as to embodiments herein described herein.In addition, term " includes " and " tool
Have " and their any deformation, it is intended that cover it is non-exclusive include, for example, containing a series of steps or units
Process, method, system, product or equipment those of are not necessarily limited to be clearly listed step or unit, but may include without clear
Other step or units listing to Chu or intrinsic for these process, methods, product or equipment.
In this application, term " on ", "lower", "left", "right", "front", "rear", "top", "bottom", "inner", "outside",
" in ", "vertical", "horizontal", " transverse direction ", the orientation or positional relationship of the instructions such as " longitudinal direction " be orientation based on the figure or
Positional relationship.These terms are not intended to limit indicated dress primarily to better describe the present invention and embodiment
Set, element or component must have particular orientation, or constructed and operated with particular orientation.
Also, above-mentioned part term is other than it can be used to indicate that orientation or positional relationship, it is also possible to for indicating it
His meaning, such as term " on " also are likely used for indicating certain relations of dependence or connection relationship in some cases.For ability
For the those of ordinary skill of domain, the concrete meaning of these terms in the present invention can be understood as the case may be.
In addition, term " installation ", " setting ", " being equipped with ", " connection ", " connected ", " socket " shall be understood in a broad sense.For example,
It may be a fixed connection, be detachably connected or monolithic construction；It can be mechanical connection, or electrical connection；It can be direct phase
It even, or indirectly connected through an intermediary, or is two connections internal between device, element or component.
For those of ordinary skills, the specific meanings of the above terms in the present invention can be understood according to specific conditions.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase
Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
According to embodiments of the present invention, a kind of physical therapy of head method based on head image is provided, according in first terminal
The head image of acquisition executes physical therapy of head operation in second terminal.
As shown in Figure 1, this method includes the following steps, namely S102 to step S108:
Step S102, first terminal obtains the first user's head image；
First terminal refers to the equipment with data-handling capacity, can be pc computer, smart phone or tablet computer.
First user's head image is the data with unique identification function for being pre-stored in first user in cloud, can pass through the first user
Head image is voluntarily shot by the terminal (can be first terminal or second terminal) with shooting function, especially shooting head
The image at top part, and the head image that shooting obtains is uploaded to cloud storage；According to unique knowledge of the first user when storage
Other information classification is stored, and corresponding data is stored to corresponding user name.The side that first user's head image obtains
Formula can be after shooting obtains and enter step S104 and be identified, is also possible to issue request, enters back into step after obtaining from cloud
Rapid S104 is identified.When obtaining the first user's head image by cloud, needs to carry out unique identification certification and (issue request
While issue first terminal ID), the first user's head image is sent to by cloud according to first terminal ID after authenticating successfully
It authenticates on successful first terminal.So as to realize that first terminal receives corresponding head image, and it is highly-safe, no
The first user's head image of authentification failure can be obtained, and then provides technical guarantee for foot's physical therapy.
Step S104, the head feature image in the first user's head image is identified, wherein the head feature figure
Follicular Unit as including at least human body head；
Depth analysis, available first user's head figure are carried out to the first user's head image by convolutional neural networks
Head feature image as in, i.e. multiple Follicular Units of natural on-off cycles of hair growth, thus to classify to Follicular Unit, and obtain to the end
Hair density provides technical guarantee；Identification is manually operated without personnel, to reduce operation complexity, mentions high control precision and mentions
It has supplied to ensure.
Step S106, the first operational order to the second terminal is generated according to the head feature image；
By classifying to head characteristic image (Follicular Unit), Follicular Unit can be divided into hair follicle has hair
With there is no hair two major classes in hair follicle, so as to calculate the hair density of entire head image or unit head image, root
Physical therapy intensity can be corresponded to according to density, the first operational order is obtained by corresponding physical therapy intensity, which can control
Two terminals carry out hair tonic physical therapy, physical therapy intensity adjustment and regional area physical therapy；Instruction is generated to be manually operated without personnel, to subtract
Small operation complexity mentions high control precision and provides guarantee.
Step S108, the second terminal is controlled by first operational order and executes preset instructions；
Wherein,
The first terminal is equipped with physical therapy of head application program in advance；
The second terminal includes: to receive first operational order by wireless transmission/reception module；
First operational order is transmitted to controller circuitry, electricity touching excitation circuit is controlled and exports at least pulse all the way, and
Adjust pulse frequency.
By being walked so as to be realized by physical therapy of head application program in first terminal securement head physical therapy application program
Rapid data receiver, processing etc. of the S102 into step S106.Second terminal is preferably hair tonic helmet, can carry out head whenever and wherever possible
Hair tonic physical therapy, either walking be still seated can physical therapy, greatly improve the flexibility of product.Second terminal and first
It is preferably wirelessly connected between terminal, can further promote flexibility, not limited by transmission line, the controller of second terminal
Circuit passes through the first operational order that can wirelessly obtain first terminal generation, and then can control according to the first operational order
The electricity touching excitation circuit of hair tonic helmet exports at least pulse (local hair tonic physical therapy) all the way, and adjusts pulse frequency (according to the dilute of hair
It dredges degree and adjusts physical therapy intensity)；To reduce operation complexity, high control precision is mentioned, and then greatly improve intelligence degree.
In some embodiments, hair tonic helmet, comprising: first terminal and second terminal, the first terminal by wirelessly with
The second terminal connection；The first terminal includes: the first wireless transmission/reception module, the first power supply circuit and remote control control
Circuit processed, the remote control circuit and the first wireless transmission/reception module are electrically connected, the remote control circuit with
First power supply circuit is electrically connected；The second terminal include: controller circuitry, electricity touching excitation circuit, the second wireless transmission/
Receiving module and the second power supply circuit, second power supply circuit and the controller circuitry are electrically connected, second power supply
Circuit and the controller circuitry are electrically connected, and the controller circuitry and the electricity touching excitation circuit are electrically connected；The electricity touching
Excitation circuit includes: the first impulse circuit and the second impulse circuit, and first impulse circuit is used for output multi-channel pulse；It is described
Second impulse circuit, for adjusting pulse frequency.It solves due to that can not be remotely controlled, and can not adjust and can be worn caused by pulse strength
Wear formula product technical problem inconvenient to use.
As preferred in the present embodiment, the second terminal further include: be electrically connected with the electricity touching excitation circuit defeated
Element circuit out exports for output multi-channel cycle pulse signal and on potentiometer and adjusts level.Pass through output unit circuit
A circulation diameter can be formed to a acupuncture point, every two acupuncture point shares a treatment impulse amplitude and adjusts potentiometer, to output amplitude
It is adjusted.
As preferred in the present embodiment, the second terminal further include: aspiration pump, baroceptor and vacuum cavitations electricity
Road, the vacuum cavitations circuit are connect with the baroceptor, are used for pre-set pressure range；The baroceptor with it is described
Aspiration pump connection, for acquiring the gas of predetermined pressure range.By the cooperation of three, it can be realized and control gas in pressure
In range, to realize the automatic control of air pressure, intelligence degree is improved.
As preferred in the present embodiment, the second terminal further include: temperature-control circuit and temperature sensor, it is described
Temperature sensor is connect with the temperature-control circuit, for adjusting temperature according to the temperature value of acquisition.Pass through temperature sensing
The cooperation of device and temperature-control circuit is realized by temperature control within the scope of the temperature threshold of setting, to realize temperature
It automatically controls, improves intelligence degree.
As preferred in the present embodiment, the remote control circuit include: temperature value setting button, negative pressure value setting by
Key, shock voltage setting button, electric current setting button, set of frequency key.Setting is issued by pressing temperature value setting button
The control signal of temperature threshold issues the control signal of setting pressure limit by pressing negative pressure value setting button, passes through electric current
Setting button issues the control signal of start and stop, and the control signal of adjusting strength (frequency) is issued by set of frequency key, thus
Realize remote control.
As preferred in the present embodiment, as shown, the first terminal further include: with the remote control circuit electricity
Property connection voice announcer.Situations such as casting overheat in the form of speech, air pressure is excessive, get information about personnel more
State in the helmet.
As preferred in the present embodiment, further includes: the heating tape for winding and heating for treating heating position.Heating tape
Play the role of heating and keeps the temperature；It is mainly made of thermo electric material and insulating materials etc., its structurally flexible, when use can directly twine
It is wound on the surface heating for being heated position, its temperature is uniform, installation is simple, esy to use, safe and reliable.
As preferred in the present embodiment, the first terminal and the second terminal further include: segment encode liquid crystal display.Pass through
Segment encode liquid crystal display shows setting content and helmet end status data (temperature, pressure etc.), transmits it to segment encode liquid crystal display and shows,
Personnel are enable intuitively to understand the state in the helmet.
As preferred in the present embodiment, the electricity touching excitation circuit includes: counting decoder, second impulse circuit with
The counting decoder connection.Counter in digital display circuit mainly the number of pulse is counted, by realize measurement, in terms of
The function of number and control.
It can be seen from the above description that the present invention realizes following technical effect:
In the embodiment of the present application, by the way of the physical therapy of head based on head image, by the first user's head
The judgement of image obtains head feature image, has reached and has been referred to according to the generation of head feature image to the first operation of second terminal
It enables, and the purpose of the second terminal is controlled by first operational order, controlled to realize to simplify operation and promoted
The technical effect of precision, so solve as the complicated for operation of physical therapy of head with control precision it is low caused by intelligent level not
Enough technical problems.
According to embodiments of the present invention, it is preferred that as shown in Fig. 2, first terminal the first user's head image of acquisition includes:
Step S202, the first user's head image is shot by the second terminal；
Step S204, by the first user's head image transmitting to the first terminal.
By the way that camera is arranged in the inside of hair tonic helmet, the first user's head image can be directly collected, cloud is passed through
End, which stores, is simultaneously transmitted to first terminal, generate after data processing can automatically control physical therapy intensity, local physical therapy, physical therapy are opened
The first operational order stopped；Shooting is simple, without keeping whole flow process more smooth still further by other terminal capture apparatus.
According to embodiments of the present invention, it is preferred that as shown in figure 3, the head in identification the first user's head image is special
Levying image includes:
Step S302, first terminal obtains the samples pictures for being marked with Follicular Unit；
Step S304, by the samples pictures training convolutional neural networks, image recognition model is generated.
In first terminal by the samples pictures training convolutional neural networks of labeled Follicular Unit, make convolutional Neural net
Network has the function of identification head feature image to get to an image recognition model；Head feature can be identified by the model
Image；With recognition efficiency height, the low effect of the probability of misrecognition.
According to embodiments of the present invention, it is preferred that as shown in figure 4, the head in identification the first user's head image is special
Levy image further include:
Step S402, the first user's head image is inputted into described image identification model；
Step S404, identify to obtain the first head feature image in head zone by described image identification model.
After first terminal obtains the first user's head image, it is inputted image recognition model, image recognition model is logical
Depth analysis is crossed, can identify to obtain the Follicular Unit of head zone, i.e. the first head feature image；To be adjusted to suitable life
Physical therapy intensity is sent out, then carries out physical therapy for entire head zone and provides safeguard.
According to embodiments of the present invention, it is preferred that as shown in figure 5, the head in identification the first user's head image is special
Levy image further include:
Step S502, the first user's head image is divided into multiple unit areas according to default division rule；
Step S504, the first user's head image is cut into multiple unit figures according to multiple unit areas of division
Piece；
Step S506, multiple flat pictures are inputted into described image identification model one by one；
Step S508, judge to obtain the second head feature image in unit area by the grade classification model.
The mode of division can be equal proportion and divide (area equation in each region, shape is without limitation)；By to
Head image, can be divided into multiple regions by the region division of one user's head image, the corresponding Follicular Unit in each region
(the second head feature image) is classified by hair follicle again, calculates degree of rarefication, and part, which may be implemented, the hair tonic physical therapy being directed to, each
The degree of rarefication that region is calculated is different, so as to adjust the different hair tonic physical therapies in each region according to different degree of rarefications
Intensity, when the degree of rarefication when some region is higher, the hair tonic module that can control the region stops physical therapy, so that not only realizing has
For physical therapy, additionally it is possible to save electric energy, and then save the energy.The region of division is set according to the impulse circuit in second terminal
The position set and determine, each impulse circuit covers an above-mentioned unit area.Optionally, to the first head feature image into
The above-mentioned identical region division of row, can also reach identical effect.
According to embodiments of the present invention, it is preferred that as shown in fig. 6, being generated according to the head feature image to described second
First operational order of terminal includes:
Step S602, judge whether the Follicular Unit in the head feature image is identical as default hair follicle；
Step S604, if it is determined that the Follicular Unit in the head feature image is identical as default hair follicle, then phase is counted
The number of Follicular Unit in the same head feature image；
Step S606, density is calculated according to the number of the Follicular Unit in the identical head feature image of statistics
Degree；
Step S608, first operational order is generated according to the density being calculated.
Follicular Unit in head characteristic image (the first and second head feature image) is compared with default hair follicle one by one, such as
Fruit is identical, then it is assumed that grows at the Follicular Unit with hair, thinks do not have hair to grow at the Follicular Unit if different；
And count the number of all Follicular Units grown with hair, and institute grown either with or without the Follicular Unit that hair is grown it is a
Number, and then the hair sparse degree that can be calculated in entire head zone or unit area, determine first further according to degree of rarefication
Operational order controls the hair tonic physical therapy intensity of each unit area, or the life of entire head zone by the first operational order
Send out physical therapy intensity, substantially increase control precision, keep hair tonic physical therapy with strong points, intelligence degree improve, and without personnel with
Experience control requires to substantially reduce, can be suitable for ordinary consumption crowd to the profession of personnel.Density and intensity are in inverse ratio,
Density is higher, and the physical therapy intensity needed is lower；Preferably, 4 hair tonic physical therapy strength grades are preset, respectively corresponding density is
0-25%, 26%-50%, 51%-75%, 76%-100%；For example, density, which falls into 0-25%, needs to take maximum intensity
Hair tonic physical therapy.
It should be noted that step shown in the flowchart of the accompanying drawings can be in such as a group of computer-executable instructions
It is executed in computer system, although also, logical order is shown in flow charts, and it in some cases, can be with not
The sequence being same as herein executes shown or described step.
According to embodiments of the present invention, it additionally provides a kind of for implementing the above-mentioned physical therapy of head method based on head image
Device executes physical therapy of head operation in second terminal according to the head image obtained in first terminal.
As shown in fig. 7, the device includes: acquiring unit, the first user's head image is obtained for first terminal；Identification is single
Member, for identification the head feature image in the first user's head image, wherein the head feature image includes at least
The Follicular Unit of human body head；Generation unit, for being generated according to the head feature image to the first of the second terminal
Operational order；Control unit executes preset instructions for controlling the second terminal by first operational order；Wherein,
The first terminal is equipped with physical therapy of head application program in advance；The second terminal includes: by wireless transmission/reception module
Receive first operational order；First operational order is transmitted to controller circuitry, control electricity touching excitation circuit export to
Few pulse all the way, and adjust pulse frequency.
Specifically, first terminal refers to the equipment with data-handling capacity, pc computer, smart phone or flat can be
Plate computer.First user's head image is the data with unique identification function for being pre-stored in first user in cloud, can be passed through
First user voluntarily shoots head image by the terminal (can be first terminal or second terminal) with shooting function, especially
It is to shoot the image of overhead, and the head image that shooting obtains is uploaded to cloud storage；According to the first user when storage
Unique identifying information classification stored, corresponding data is stored to corresponding user name.First user's head image
The mode of acquisition, which can be after shooting obtains, enters identification, is also possible to issue request, enters back into identification after obtaining from cloud.When
When obtaining the first user's head image by cloud, needs to carry out unique identification certification and (issue first while issuing request eventually
The ID at end), the first user's head image is sent to certification successful first eventually according to first terminal ID by cloud after authenticating successfully
On end.So as to realize that first terminal receives corresponding head image, and it is highly-safe, authentification failure can not be obtained
The first user's head image, and then provide technical guarantee for foot's physical therapy.By convolutional neural networks to the first user's head
Image carries out depth analysis, the head feature image in available first user's head image, i.e. multiple hairs of natural on-off cycles of hair growth
Capsule unit, thus to classify to Follicular Unit, and obtain hair density and provide technical guarantee；Identification is not necessarily to personnel's hand
Dynamic operation mentions high control precision and provides guarantee to reduce operation complexity.By to head characteristic image (Follicular Unit)
Classify, Follicular Unit can be divided into having in hair and hair follicle in hair follicle does not have hair two major classes, so as to calculate
The hair density of entire head image or unit head image, can correspond to physical therapy intensity according to density, by corresponding
Physical therapy intensity obtains the first operational order, which can control second terminal and carry out hair tonic physical therapy, physical therapy intensity adjustment and office
The physical therapy of portion region；Instruction is generated to be manually operated without personnel, to reduce operation complexity, is mentioned high control precision and is provided guarantor
Barrier.By in first terminal securement head physical therapy application program, so as to realize that data connect by physical therapy of head application program
Receive, handle etc..Second terminal is preferably hair tonic helmet, can carry out head hair tonic physical therapy whenever and wherever possible, is either being walked still
Be seated can physical therapy, greatly improve the flexibility of product.It is preferably wirelessly connected between second terminal and first terminal, energy
It is enough further to promote flexibility, it is not limited by transmission line, the controller circuitry of second terminal is by can wirelessly obtain first
Terminal generate the first operational order, and then can according to the first operational order, control hair tonic helmet electricity touching excitation circuit export to
Few pulse (local hair tonic physical therapy) all the way, and adjust pulse frequency (physical therapy intensity is adjusted according to the degree of rarefication of hair)；To subtract
Small operation complexity mentions high control precision, and then greatly improves intelligence degree.
It can be seen from the above description that the present invention realizes following technical effect:
In the embodiment of the present application, by the way of the physical therapy of head based on head image, by the first user's head
The judgement of image obtains head feature image, has reached and has been referred to according to the generation of head feature image to the first operation of second terminal
It enables, and the purpose of the second terminal is controlled by first operational order, controlled to realize to simplify operation and promoted
The technical effect of precision, so solve as the complicated for operation of physical therapy of head with control precision it is low caused by intelligent level not
Enough technical problems.
According to embodiments of the present invention, it is preferred that as shown in figure 8, recognition unit includes: sample acquisition module, be used for first
Terminal obtains the samples pictures for being marked with Follicular Unit；Model generation module, for passing through the samples pictures training convolutional mind
Through network, image recognition model is generated.In the samples pictures training convolutional nerve that first terminal passes through labeled Follicular Unit
Network makes convolutional neural networks have the function of identification head feature image to get to an image recognition model；Pass through the model
It can identify head feature image；With recognition efficiency height, the low effect of the probability of misrecognition.
According to embodiments of the present invention, it is preferred that as shown in figure 9, recognition unit further include: the first input module, being used for will
The first user's head image inputs described image identification model；First identification module, for identifying mould by described image
Type identifies to obtain the first head feature image in head zone.After first terminal obtains the first user's head image, by it
Input picture identification model, image recognition model can identify to obtain the Follicular Unit of head zone by depth analysis, i.e., and the
One head feature image；To be adjusted to suitable hair tonic physical therapy intensity, then physical therapy is carried out for entire head zone and is provided safeguard.
According to embodiments of the present invention, it is preferred that as shown in Figure 10, recognition unit further include: division module, being used for will be described
First user's head image is divided into multiple unit areas according to default division rule；Module is cut, for according to the multiple of division
The first user's head image is cut into multiple flat pictures by unit area；Second input module is used for multiple lists
Bitmap piece inputs described image identification model one by one；Second judgment module, for judging to obtain by the grade classification model
The second head feature image in unit area.The mode of division can be equal proportion and divide (area equation in each region, shape
Shape is without limitation)；By the region division to the first user's head image, head image can be divided into multiple regions, often
The corresponding Follicular Unit (the second head feature image) in a region is classified by hair follicle again, calculates degree of rarefication, part may be implemented
There is the hair tonic physical therapy being directed to, the degree of rarefication that each region is calculated is different, so as to according to different degree of rarefication adjustings
The different hair tonic physical therapy intensity in each region when the degree of rarefication when some region is higher, can control the hair tonic module in the region
Stop physical therapy, so that not only realizing has for physical therapy, additionally it is possible to save electric energy, and then save the energy.The region of division according to
The position of the setting of impulse circuit in second terminal and determine, each impulse circuit covers an above-mentioned unit area.It can
Choosing, above-mentioned identical region division is carried out to the first head feature image, can also reach identical effect.
Obviously, those skilled in the art should be understood that each module of the above invention or each step can be with general
Computing device realize that they can be concentrated on a single computing device, or be distributed in multiple computing devices and formed
Network on, optionally, they can be realized with the program code that computing device can perform, it is thus possible to which they are stored
Be performed by computing device in the storage device, perhaps they are fabricated to each integrated circuit modules or by they
In multiple modules or step be fabricated to single integrated circuit module to realize.In this way, the present invention is not limited to any specific
Hardware and software combines.
The foregoing is merely preferred embodiment of the present application, are not intended to limit this application, for the skill of this field
For art personnel, various changes and changes are possible in this application.Within the spirit and principles of this application, made any to repair
Change, equivalent replacement, improvement etc., should be included within the scope of protection of this application.
Claims (10)
1. a kind of physical therapy of head method based on head image, which is characterized in that according to the head image obtained in first terminal
Physical therapy of head operation is executed in second terminal, which comprises
First terminal obtains the first user's head image；
Identify the head feature image in the first user's head image, wherein the head feature image includes at least people
The Follicular Unit on body head；
The first operational order to the second terminal is generated according to the head feature image；
The second terminal, which is controlled, by first operational order executes preset instructions；
Wherein,
The first terminal is equipped with physical therapy of head application program in advance；
The second terminal includes: to receive first operational order by wireless transmission/reception module；
First operational order is transmitted to controller circuitry, electricity touching excitation circuit is controlled and exports at least pulse all the way, and adjust
Pulse frequency.
2. physical therapy of head method according to claim 1, which is characterized in that first terminal obtains the first user's head image
Include:
The first user's head image is shot by the second terminal；
By the first user's head image transmitting to the first terminal.
3. physical therapy of head method according to claim 1, which is characterized in that in identification the first user's head image
Head feature image includes:
First terminal obtains the samples pictures for being marked with Follicular Unit；
By the samples pictures training convolutional neural networks, image recognition model is generated.
4. physical therapy of head method according to claim 3, which is characterized in that in identification the first user's head image
Head feature image further include:
The first user's head image is inputted into described image identification model；
Identify to obtain the first head feature image in head zone by described image identification model.
5. physical therapy of head method according to claim 3, which is characterized in that in identification the first user's head image
Head feature image further include:
The first user's head image is divided into multiple unit areas according to default division rule；
The first user's head image is cut into multiple flat pictures according to multiple unit areas of division；
Multiple flat pictures are inputted into described image identification model one by one；
Judge to obtain the second head feature image in unit area by the grade classification model.
6. physical therapy of head method according to claim 1, which is characterized in that generated according to the head feature image to institute
The first operational order for stating second terminal includes:
Judge whether the Follicular Unit in the head feature image is identical as default hair follicle；
If it is determined that the Follicular Unit in the head feature image is identical as default hair follicle, then it is special to count the identical head
Levy the number of the Follicular Unit in image；
Density is calculated according to the number of the Follicular Unit in the identical head feature image of statistics；
First operational order is generated according to the density being calculated.
7. a kind of head physiotherapy device based on head image, which is characterized in that by head image in first terminal second
Terminal executes physical therapy of head operation, and described device includes:
Acquiring unit obtains the first user's head image for first terminal；
Recognition unit, for identification the head feature image in the first user's head image, wherein the head feature figure
Follicular Unit as including at least human body head；
Generation unit, for generating the first operational order to the second terminal according to the head feature image；
Control unit executes preset instructions for controlling the second terminal by first operational order；
Wherein,
The first terminal is equipped with physical therapy of head application program in advance；
The second terminal includes: to receive first operational order by wireless transmission/reception module；
First operational order is transmitted to controller circuitry, electricity touching excitation circuit is controlled and exports at least pulse all the way, and adjust
Pulse frequency.
8. head physiotherapy device according to claim 7, which is characterized in that recognition unit includes:
Sample acquisition module obtains the samples pictures for being marked with Follicular Unit for first terminal；
Model generation module, for generating image recognition model by the samples pictures training convolutional neural networks.
9. head physiotherapy device according to claim 7, which is characterized in that recognition unit further include:
First input module, for the first user's head image to be inputted described image identification model；
First identification module, for identifying to obtain the first head feature figure in head zone by described image identification model
Picture.
10. head physiotherapy device according to claim 7, which is characterized in that recognition unit further include:
Division module, for the first user's head image to be divided into multiple unit areas according to default division rule；
Module is cut, for the first user's head image to be cut into multiple unit figures according to multiple unit areas of division
Piece；
Second input module, for multiple flat pictures to be inputted described image identification model one by one；
Second judgment module, for judging to obtain the second head feature figure in unit area by the grade classification model
Picture.
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Application publication date: 20181218 |