CN108509905A - Health state evaluation method, apparatus, electronic equipment and storage medium - Google Patents
Health state evaluation method, apparatus, electronic equipment and storage medium Download PDFInfo
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- CN108509905A CN108509905A CN201810277034.3A CN201810277034A CN108509905A CN 108509905 A CN108509905 A CN 108509905A CN 201810277034 A CN201810277034 A CN 201810277034A CN 108509905 A CN108509905 A CN 108509905A
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
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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
- G06V40/168—Feature extraction; Face representation
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Abstract
A kind of health state evaluation method, apparatus of present invention proposition, electronic equipment and computer readable storage medium.Wherein entrance health state evaluation method includes：Obtain the facial image of user, wherein the facial image for obtaining user includes：The facial image of user is obtained in the fixed period, and/or, it is chosen at the facial image of fixed scene acquisition；Identify the facial characteristics of the facial image obtained；And the health status of user is assessed according to the facial characteristics of the facial image identified.The facial image that the embodiment of the present invention obtains user in the fixed period can avoid influence due to period and/or physiological period to face and caused by judge by accident, the facial image that user is obtained in fixed scene can avoid influence due to scene to face and caused by judge by accident, health evaluating methodological science is reasonable, the health status of user is paid close attention at any time, health guidance can be provided on this basis, and user experience is good.
Description
Technical field
The present invention relates to a kind of information technology field more particularly to health state evaluation method, apparatus, electronic equipment and meters
Calculation machine readable storage medium storing program for executing.
Background technology
Health problem is always the problem of most concern in people's daily life.People need to understand the strong of oneself body at any time
Health situation, and it is suitble to the method for body-building, health and the maintenance of itself.Therefore, how health status is carried out at any time in life
Assessment becomes problem to be solved.In theory of traditional Chinese medical science, the color and character of face and tongue fur can be such as observed by observation,
To assess health status.But usual people, which are bodies, has malaise symptoms Cai Qu hospitals to see the doctor, or periodically removes Hospital Physical Examination,
This mode not only requires a great deal of time, energy and expense, but also can not possibly often carry out, and cannot obtain health at any time
Information.It is therefore desirable to have a kind of method that can carry out health state evaluation at any time to know in time the health status of body, and
Targetedly health control suggestion can be obtained, preferably to take good care of one's health.
The prior art is typically using the facial image of camera acquisition user, and processing facial image is to obtain the strong of user
Health information simultaneously provides Health ＆ Fitness Tip to user according to the health and fitness information of user.The prior art has the following defects：
1) human face image information may be influenced by the period, such as：The blood pressure of different periods and blood glucose differ in one day
Sample, morning is all low, and red blood cell is few, it appears that face is white, other when color can be deep.Prior art acquisition facial image is not examined
Consider the influence of period and/or physiological period to face, it is possible to cause to judge by accident.
2) human face image information may be influenced by scene, for example, light influence：Natural light, incandescent lamp and fluorescent lamp
Skin may appear to different.Prior art acquisition facial image does not account for influence of the scene to face, it is possible to cause to miss
Sentence.
Invention content
A kind of health state evaluation method, apparatus of offer of the embodiment of the present invention, electronic equipment and computer-readable storage medium
Matter, at least to solve one or more technical problems in the prior art.
In a first aspect, an embodiment of the present invention provides a kind of health state evaluation methods, including：Obtain the face figure of user
Picture, wherein the facial image for obtaining user includes：The facial image of user is obtained in the fixed period, and/or, it is chosen at fixation
The facial image that scene obtains；Identify the facial characteristics of the facial image obtained；And according to the face identified
The health status of the facial characteristics assessment user of image.
With reference to first aspect, the present invention is in the first embodiment of first aspect, and the fixed period includes：System
Fixed dates in each preset period of time of be arranged or User Defined setting, and/or, system is arranged or user is certainly
The daily interior fixed time period of definition setting.
With reference to first aspect, the present invention is chosen at fixed scene acquisition in second of embodiment of first aspect
Facial image, including：Identify the scene in the facial image obtained；In the scene recognized choose illuminance with
The scene setting of the absolute value minimum of the difference of preset illuminance threshold value is the fixed scene, and/or, in the institute recognized
It is the fixed field to state and choose the scene setting of brightness and the absolute value minimum of the difference of preset brightness threshold value in scene
Scape.
With reference to first aspect, the present invention is chosen at fixed scene acquisition in the third embodiment of first aspect
Facial image, including：Identify the scene in the facial image obtained；It counts and recognizes in the facial image of acquisition
Each of the scene occurrence number；It is described solid by the most scene setting of occurrence number in the facial image of acquisition
Determine scene.
The third embodiment of second of embodiment, first aspect with reference to first aspect, the present invention is in first party
In the 4th kind of embodiment in face, further include：The light source information of the fixed scene is obtained, the light source information includes nature
Light, incandescent lamp or fluorescent lamp；Aberration benefit is carried out to the facial image of acquisition according to the light source information of the fixed scene
It repays.
With reference to first aspect, the first embodiment of first aspect, second of embodiment, the first party of first aspect
The third embodiment in face, the present invention identify the facial image of acquisition in the 5th kind of embodiment of first aspect
Facial characteristics, including：According to the facial characteristics for the facial image that neural network model identification trained in advance obtains, institute
It includes face feature, lip color characteristic, tongue fur feature and/or skin condition feature to state facial characteristics.
With reference to first aspect, the first embodiment of first aspect, second of embodiment, the first party of first aspect
The third embodiment in face, the present invention is in the 6th kind of embodiment of first aspect, according to the face figure identified
The health status of the facial characteristics assessment user of picture, including：Pre-set the facial characteristics and the correspondence of health status；
It is corresponding with health status according to the facial characteristics of the facial image recognized and the pre-set facial characteristics
Relationship assesses the health status of user.
With reference to first aspect, the first embodiment of first aspect, second of embodiment, the first party of first aspect
The third embodiment in face, the present invention is in the 7th kind of embodiment of first aspect, according to the face identified
After the health status of the facial characteristics assessment user of image, further include：The health status of the user obtained according to assessment provides
Health guidance information.
The 7th kind of embodiment with reference to first aspect, the present invention in the 8th kind of embodiment of first aspect, according to
The health status for assessing obtained user provides health guidance information, including：Pre-set the health status and health guidance
The correspondence of information；According to the health status and the pre-set health status for assessing obtained user and health
The correspondence of tutorial message provides health guidance information.
With reference to first aspect, the first embodiment of first aspect, second of embodiment, the first party of first aspect
The third embodiment in face, the present invention further include in the 9th kind of embodiment of first aspect：Current time period is commented
The user that the health status of the user estimated is assessed at least one time cycle before the current time period
Health status compare；The situation of change of the health status of user is determined according to comparison result；And the health according to user
The situation of change of state provides health guidance information.
Second aspect, an embodiment of the present invention provides a kind of health state evaluation devices, including：Image acquisition unit is used
In the facial image for obtaining user, wherein the facial image for obtaining user includes：The face figure of user is obtained in the fixed period
Picture, and/or, it is chosen at the facial image of fixed scene acquisition；Recognition unit, the face of the facial image obtained for identification
Portion's feature；And assessment unit, the health status for assessing user according to the facial characteristics of the facial image identified.
In conjunction with second aspect, in the first embodiment of second aspect, the fixed period includes the present invention：System
Fixed dates in each preset period of time of be arranged or User Defined setting, and/or, system is arranged or user is certainly
The daily interior fixed time period of definition setting.
In conjunction with second aspect, the present invention in second of embodiment of second aspect, also use by described image acquiring unit
In：In the case where the fixed scene is arranged by system, the scene in the facial image of acquisition is identified；What is recognized
The scene setting that illuminance and the absolute value minimum of the difference of preset illuminance threshold value are chosen in the scene is the fixation
Scene, and/or, the absolute value that brightness and the difference of preset brightness threshold value are chosen in the scene recognized is minimum
Scene setting be the fixed scene.
In conjunction with second aspect, the present invention in the third embodiment of second aspect, also use by described image acquiring unit
In：In the case where the fixed scene is arranged by system, the scene in the facial image of acquisition is identified；In the institute of acquisition
It states and counts the occurrence number for each of recognizing the scene in facial image；By occurrence number in the facial image of acquisition
Most scene settings is the fixed scene.
Second of embodiment, the third embodiment of second aspect in conjunction with second aspect, the present invention is in second party
In the 4th kind of embodiment in face, described image acquiring unit is additionally operable to：Obtain the light source information of the fixed scene, the light
Source information includes natural light, incandescent lamp or fluorescent lamp；According to the light source information of the fixed scene to the face of acquisition
Image carries out Chromatically compensated.
The first embodiment, second of embodiment, the second party of second aspect in conjunction with second aspect, second aspect
The third embodiment in face, in the 5th kind of embodiment of second aspect, the recognition unit is additionally operable to the present invention：According to
The facial characteristics for the facial image that trained neural network model identification in advance obtains, the facial characteristics include face spy
Sign, lip color characteristic, tongue fur feature and/or skin condition feature.
The first embodiment, second of embodiment, the second party of second aspect in conjunction with second aspect, second aspect
The third embodiment in face, in the 6th kind of embodiment of second aspect, the assessment unit is additionally operable to the present invention：In advance
The facial characteristics and the correspondence of health status are set；According to the facial characteristics of the facial image recognized, and
The correspondence of the pre-set facial characteristics and health status, assesses the health status of user.
The first embodiment, second of embodiment, the second party of second aspect in conjunction with second aspect, second aspect
The third embodiment in face, the present invention further include guide unit in the 7th kind of embodiment of second aspect, are used for basis
The health status for assessing obtained user provides health guidance information.
In conjunction with the 7th kind of embodiment of second aspect, the present invention is described in the 8th kind of embodiment of second aspect
Guide unit is additionally operable to：Pre-set the correspondence of the health status and health guidance information；The use obtained according to assessment
The correspondence of the health status at family and the pre-set health status and health guidance information, provides health guidance
Information.
The first embodiment, second of embodiment, the second party of second aspect in conjunction with second aspect, second aspect
The third embodiment in face, in the 9th kind of embodiment of second aspect, the assessment unit is additionally operable to the present invention：It will work as
The health status for the user that the preceding time cycle is assessed is commented at least one time cycle before the current time period
The health status of the user estimated compares；The situation of change of the health status of user is determined according to comparison result；And root
Health guidance information is provided according to the situation of change of the health status of user.
In a possible design, the structure of health state evaluation device includes processor and memory, described to deposit
Reservoir is used to store the program for supporting that health state evaluation device executes health state evaluation method in above-mentioned first aspect, described
Processor is configurable for executing the program stored in the memory.
The third aspect, an embodiment of the present invention provides a kind of electronic equipment, including：One or more processors；Storage dress
It sets, for storing one or more programs；Camera, the facial image for obtaining user；When one or more of programs
When being executed by one or more of processors so that one or more of processors realize any institute in above-mentioned first aspect
The method stated.
In conjunction with the third aspect, the present invention in the first embodiment of the third aspect, the electronic equipment include mobile phone,
Computer, Intelligent mirror, set-top box, smartwatch, Intelligent bracelet, intelligent wallet or face attendance recorder.
Fourth aspect, an embodiment of the present invention provides a kind of computer readable storage mediums, are stored with computer program,
The program realizes any method in above-mentioned first aspect when being executed by processor.
A technical solution in above-mentioned technical proposal has the following advantages that or advantageous effect：It obtains and uses in the fixed period
The facial image at family, can avoid influence due to period and/or physiological period to face and caused by judge by accident.
Another technical solution in above-mentioned technical proposal has the following advantages that or advantageous effect：It is obtained in fixed scene
The facial image of user, can avoid influence due to scene to face and caused by judge by accident.
Another technical solution in above-mentioned technical proposal has the following advantages that or advantageous effect：Aberration benefit is carried out to light source
It repays, can health status more accurately be judged according to facial image.
Another technical solution in above-mentioned technical proposal has the following advantages that or advantageous effect：Pass through historical data pair
Than making user understand the situation of change of health status, and maintenance body is preferably carried out according to health guidance, being brought to user good
Good experience.
Above-mentioned general introduction is merely to illustrate that the purpose of book, it is not intended to be limited in any way.Except foregoing description
Schematical aspect, except embodiment and feature, by reference to attached drawing and the following detailed description, the present invention is further
Aspect, embodiment and feature, which will be, to be readily apparent that.
Description of the drawings
In the accompanying drawings, unless specified otherwise herein, otherwise run through the identical reference numeral of multiple attached drawings and indicate same or analogous
Component or element.What these attached drawings were not necessarily to scale.It should be understood that these attached drawings are depicted only according to the present invention
Some disclosed embodiments, and should not serve to limit the scope of the present invention.
Fig. 1 is the general frame figure of the health state evaluation method of the embodiment of the present invention；
Fig. 2 is a kind of step flow chart of preferred embodiment of the facial image of the acquisition user of the embodiment of the present invention；
Fig. 3 is the step flow chart of another preferred embodiment of the facial image of the acquisition user of the embodiment of the present invention；
Fig. 4 is the step flow chart of the another preferred embodiment of the facial image of the acquisition user of the embodiment of the present invention；
Fig. 5 is a kind of step flow chart of preferred embodiment of health state evaluation method provided by the invention；
Fig. 6 is the step flow chart of the another preferred embodiment of health state evaluation method provided by the invention；
Fig. 7 is the general frame figure of the health state evaluation device of the embodiment of the present invention；
Fig. 8 is a kind of structural schematic diagram of preferred embodiment of health state evaluation device provided by the invention.
Specific implementation mode
Hereinafter, certain exemplary embodiments are simply just described.As one skilled in the art will recognize that
Like that, without departing from the spirit or scope of the present invention, described embodiment can be changed by various different modes.
Therefore, attached drawing and description are considered essentially illustrative rather than restrictive.
An embodiment of the present invention provides a kind of health state evaluation methods.Fig. 1 is that the health status of the embodiment of the present invention is commented
Estimate the general frame figure of method.As shown in Figure 1, the health state evaluation method of the embodiment of the present invention, including：Step S110, is obtained
Take the facial image at family, wherein the facial image for obtaining user includes：In the facial image of fixed period acquisition user, and/
Or, being chosen at the facial image of fixed scene acquisition；Step S120 identifies the facial characteristics of the facial image of acquisition；With
And step S130, the health status of user is assessed according to the facial characteristics of the facial image identified.
The embodiment of the present invention first by camera obtain user facial image, camera may be disposed at mobile phone, computer,
On the electronic equipments such as mirror, set-top box, smartwatch, Intelligent bracelet, wallet.In addition for equipped with face recognition work-checking machine
Application scenarios can also directly acquire employee's facial image that face attendance recorder on and off duty obtains sooner or later daily.In order to avoid by
In the influence to face of period and/or physiological period and caused by judge by accident, the embodiment of the present invention obtains user in the fixed period
Facial image；And in order to avoid the influence due to scene to face and caused by judge by accident, the embodiment of the present invention choose only exists
The facial image that fixed scene obtains.Both the above technological means effectively prevents judging by accident, and health evaluating methodological science is reasonable, carries
The high accuracy rate of assessment result, user experience are good.
Wherein, the camera includes RGB cameras and/or infrared camera.RGB cameras and infrared are used at the same time
In the case of camera, the picture signal that the two obtains can be complementary, such as in the case where light is weaker, RGB cameras are taken the photograph
The information taken is insufficient, the information supplement that can be obtained with infrared camera, to obtain relatively complete human face image information.
According to a kind of embodiment of health state evaluation method of the present invention, the fixed period includes：System setting
Or the fixed dates in each preset period of time of User Defined setting, and/or, system is arranged or User Defined is set
The daily interior fixed time period set.
The fixed period can be arranged by system or User Defined is arranged, including date and time point.Date includes lunar calendar day
Go through or solar calendar calendar in every month fixed at least one date, such as monthly No. 1 and monthly No. 15；Or fixed time period
Interior fixed at least one date obtains and uses such as with 10 days for a fixed time period for first day in each 10 days
The facial image at family.Time point is the fixed time period in daily, such as the facial images of 9 points of acquisition users every morning.
Human face image information may be influenced by the period, such as：The blood pressure of different periods and blood glucose are different in one day,
Morning is all low, and red blood cell is few, it appears that face is white, other when color can be deep.The face figure of user is obtained in the fixed period
Picture, can avoid influence due to period and/or physiological period to face and caused by judge by accident.
The user's facial image obtained using face attendance recorder is exactly the people in fixation period acquisition on and off duty daily
Face image information.User's facial image is obtained while attendance using the method for face attendance recorder, without when fixed
Section additionally occupies the time of user again, and user experience is good.
Fig. 2 is a kind of step flow chart of preferred embodiment of the facial image of the acquisition user of the embodiment of the present invention.Such as
Shown in Fig. 2, according to a kind of embodiment of health state evaluation method of the present invention, the fixed scene include system setting or
The fixed scene of User Defined setting；In the case where the fixed scene is arranged by system, it is chosen at fixed scene acquisition
Facial image, including：Step S210 identifies the scene in the facial image of acquisition；Step S220, in the institute recognized
It is the fixed field to state and choose the scene setting of illuminance and the absolute value minimum of the difference of preset illuminance threshold value in scene
Scape, and/or, brightness and the absolute value minimum of the difference of preset brightness threshold value are chosen in the scene recognized
Scene setting is the fixed scene.
Fixed scene can be chosen by system or User Defined is specified, and user setting and system setting all may specify light line
The good place of part, such as nursing of washing one's face and rinsing one's mouth every night are finished and are taken pictures before vanity mirror.Specifically, the illuminance in image can be passed through
And/or the quality of the light of brightness identification photographed scene.Brightness (luminance) is also known as luminance, refers to a surface
Light levels, indicated with L, i.e., from a surface reflection come out luminous flux.Refer to unit projection in some directions in other words
The luminous intensity of the area source of area in the direction.Illuminance, i.e., usually said Lux degree (lux) indicate shot subject
The luminous flux being subject on surface unit area.1 Lux be equivalent to 1 lumen/square metre, i.e. the area of every square metre of shot subject
On, by one meter of distance, the light source that luminous intensity is 1 candle light, the luminous flux of vertical irradiation.Illuminance is weigh shooting environmental one
A important indicator.It will not be filtered out in the photo of given scenario shooting, be only chosen at the facial image that fixed scene obtains.
Fig. 3 is the step flow chart of another preferred embodiment of the facial image of the acquisition user of the embodiment of the present invention.Such as
Shown in Fig. 3, according to a kind of embodiment of health state evaluation method of the present invention, the fixed scene include system setting or
The fixed scene of User Defined setting；In the case where the fixed scene is arranged by system, it is chosen at fixed scene acquisition
Facial image, including：Step S210 identifies the scene in the facial image of acquisition；Step S320, described in acquisition
The occurrence number for each of recognizing the scene is counted in facial image；Step S330, will be in the facial image of acquisition
The most scene setting of occurrence number is the fixed scene.
Fixed scene can be chosen by system or User Defined be specified, and user may specify the place often stayed, such as
It takes pictures before vanity mirror.In the case where scene can be chosen by system, the scene more than occurrence number in photo can be chosen.Specifically,
The facial image obtained may be to be shot under a variety of different scenes, can application image identification technology identification shooting field
Scape, such as photographed scene may be vanity mirror, hall, entry etc.；Count the number of the facial image obtained in each scene
The most scene setting of occurrence number is the fixed scene by amount.It will not filter out in the photo of given scenario shooting, only select
Take the facial image obtained in fixed scene.
Fig. 4 is the step flow chart of the another preferred embodiment of the facial image of the acquisition user of the embodiment of the present invention.Such as
Shown in Fig. 4, according to a kind of embodiment of health state evaluation method of the present invention, further include：Step S410 obtains the fixation
The light source information of scene, the light source information include natural light, incandescent lamp or fluorescent lamp；Step S420, according to the fixation
The light source information of scene carries out the facial image of acquisition Chromatically compensated.
Human face image information may be influenced by scene, for example, light influence：Natural light, incandescent lamp and fluorescent lamp skin
Skin may appear to different.Obtain the facial image of user in fixed scene, can avoid influence due to scene to face and
Caused by judge by accident.
In addition, the light source information of fixed scene can be obtained, the light source of the fixed scene such as chosen be natural light, incandescent lamp also
It is fluorescent lamp etc..A kind of embodiment is known if there is light source (incandescent lamp bulb or fluorescent tube) in image by image recognition technology
Light source in other image, obtains the light source information of fixed scene；Another embodiment is obtained using trained neural network model
Take the light source information of fixed scene.The facial image of acquisition is carried out according to light source information Chromatically compensated.Such as：Tone is ideal
Natural light can be without compensation；The tone of fluorescent lamp electric light source is partially bluish white, belongs to cool colour, can increase warm-toned saturation degree to carry out
It is Chromatically compensated；Incandescent lamp tone is partially red, belongs to warm colour, it is Chromatically compensated to carry out to increase the saturation degree of cool tone.
According to a kind of embodiment of health state evaluation method of the present invention, the face of the facial image of acquisition is identified
Feature, including：According to the facial characteristics for the facial image that neural network model identification trained in advance obtains, the face
Feature includes face feature, lip color characteristic, tongue fur feature and/or skin condition feature.Wherein, face feature include it is green, red,
In vain, yellow, black five kinds of colors；Lip color characteristic includes white, dark, purple lips of lip of lip etc.；Tongue fur feature includes the tongue fur color of morbid state, mainly
There are white tongue, yellow tongue, grayish fur, black tongue；Facial characteristics further includes whether eyes have the trace of blood；Skin condition feature include whether long acne,
Dry and astringent, microgroove, blackhead, pore thickness etc..Facial image can be analyzed according to neural network model trained in advance, be identified
With the presence or absence of above-mentioned facial characteristics.
According to a kind of embodiment of health state evaluation method of the present invention, according to the face of the facial image identified
The health status of portion feature evaluation user, including：Pre-set the facial characteristics and the correspondence of health status；According to knowledge
The correspondence of the facial characteristics for the facial image being clipped to and the pre-set facial characteristics and health status,
Assess the health status of user.
Health status is can determine whether by analyzing face, lip color and tongue fur color；Whether identification eyes have the trace of blood, can determine whether to use
Family sleep quality, fatigue state or eye illness；Analyzing skin state includes whether that long small pox, dry and astringent, microgroove, blackhead, pore are thick
Deng judging the skin quality and skin problem of user.
Specifically, according to theory of traditional Chinese medical science, the sign of greenish complexion is main cold, main pain, main infantile convulsion, main hepatopathy, extravasated blood；Flushed face
Sign be main heat, also see syndrome of floating YANG；The sign of yellow complexion is main heat, main wet, main spleen deficiency；The sign of pale complexion be it is main cold,
Main asthenia of qi and blood is lost blood；Melanochroous sign is main kidney deficiency, main cold, main pain, main extravasated blood.Lip indicates vim and vigour deficiency in vain, and lip is dark, lip
Purple mark is trembled with fear into the spleen channel.White tongue is typically expressed as exterior syndrome, cold card；The yellow main interior heat syndrome of tongue；The main interior symptom-complex of grayish fur；Black tongue is mostly by yellow tongue
Or grayish fur is transformed, and it is extremely serious to show the state of an illness.
If forehead, the wing of nose have, glossy, pore is coarse, has blackhead, judges skin heavy wool；If pachylosis has microgroove, hair
Kong great, it peels, there is erythema then to judge skin water shortage.
Fig. 5 is a kind of step flow chart of preferred embodiment of health state evaluation method provided by the invention.Such as Fig. 5 institutes
Show, according to a kind of embodiment of health state evaluation method of the present invention, in step S130 (according to the face figure identified
The health status of the facial characteristics assessment user of picture) after, further include：Step S140, according to the health for the user that assessment obtains
State provides health guidance information.
According to a kind of embodiment of health state evaluation method of the present invention, according to the health status for the user that assessment obtains
Health guidance information is provided, including：Pre-set the correspondence of the health status and health guidance information；According to assessing
The correspondence of the health status of the user arrived and the pre-set health status and health guidance information, provides strong
Health tutorial message.
According to health condition, sleep quality, fatigue state provide diet, movement guidance or provide guide to medical advice；According to
The skin quality and skin problem of user provides maintenance guidance, recommends suitable cosmetics.Such as：Skin more for oil, water is few,
The newborn night of most handy oil-control+moisturizing or toner, can there is preferable effect；Skin more for water, oil is few, contains grease
Skin care products is indispensable；Few for water, the few skin of oil will also supplement the weight that oil is maintenance while keeping the skin wet
Point.
Fig. 6 is the step flow chart of the another preferred embodiment of health state evaluation method provided by the invention.Such as Fig. 6 institutes
Show, according to a kind of embodiment of health state evaluation method of the present invention, further includes：Step S610, current time period is commented
The user that the health status of the user estimated is assessed at least one time cycle before the current time period
Health status compare；Step S620 determines the situation of change of the health status of user according to comparison result；And step
S630 provides health guidance information according to the situation of change of the health status of user.
In this embodiment, current health state is compared with historical data, user is made to understand health status
Situation of change, and health guidance is provided according to situation of change.As skin becomes the dry and astringent frequency increased using facial mask；It is new long
Having gone out small pox can suggest eating irritable food etc. less.Facial image can be obtained in fixed period and fixed scene, then compare history
Data, accuracy rate higher.
On the other hand, an embodiment of the present invention provides a kind of health state evaluation devices.Fig. 7 is the strong of the embodiment of the present invention
The general frame figure of health state evaluation device.As shown in fig. 7, the health state evaluation device of the embodiment of the present invention includes：Image
Acquiring unit 100, the facial image for obtaining user, wherein the facial image for obtaining user includes：It is obtained in the fixed period
The facial image of user, and/or, it is chosen at the facial image of fixed scene acquisition；Recognition unit 200, obtains for identification
The facial characteristics of the facial image；And assessment unit 300, for the facial characteristics according to the facial image identified
Assess the health status of user.
According to a kind of embodiment of health state evaluation device of the present invention, the fixed period includes：System setting
Or the fixed dates in each preset period of time of User Defined setting, and/or, system is arranged or User Defined is set
The daily interior fixed time period set.
According to a kind of embodiment of health state evaluation device of the present invention, the fixed scene include system setting or
The fixed scene of User Defined setting；Described image acquiring unit 100 is additionally operable to：It is arranged by system in the fixed scene
In the case of, identify the scene in the facial image of acquisition；In the scene recognized choose illuminance with it is preset
The scene setting of the absolute value minimum of the difference of illuminance threshold value is the fixed scene, and/or, in the scene recognized
The middle brightness and the scene setting of the absolute value minimum of the difference of preset brightness threshold value chosen is the fixed scene.
According to a kind of embodiment of health state evaluation device of the present invention, the fixed scene include system setting or
The fixed scene of User Defined setting；Described image acquiring unit 100 is additionally operable to：It is arranged by system in the fixed scene
In the case of, identify the scene in the facial image of acquisition；It counts and each of recognizes in the facial image of acquisition
The occurrence number of the scene；It is the fixed field by the most scene setting of occurrence number in the facial image of acquisition
Scape.
According to a kind of embodiment of health state evaluation device of the present invention, described image acquiring unit 100 is additionally operable to：It obtains
It includes natural light, incandescent lamp or fluorescent lamp to take the light source information of the fixed scene, the light source information；According to the fixation
The light source information of scene carries out the facial image of acquisition Chromatically compensated.
According to a kind of embodiment of health state evaluation device of the present invention, the recognition unit 200 is additionally operable to：According to pre-
The facial characteristics for the facial image that first trained neural network model identification obtains, the facial characteristics include face spy
Sign, lip color characteristic, tongue fur feature and/or skin condition feature.
According to a kind of embodiment of health state evaluation device of the present invention, the assessment unit 300 is additionally operable to：It sets in advance
Set the facial characteristics and the correspondence of health status；According to the facial characteristics of the facial image recognized, and it is pre-
The correspondence of the facial characteristics and health status that are first arranged assesses the health status of user.
Fig. 8 is a kind of structural schematic diagram of preferred embodiment of health state evaluation device provided by the invention.Such as Fig. 8 institutes
Show, further include guide unit 400 according to a kind of embodiment of health state evaluation device of the present invention, for according to assessing
To the health status of user provide health guidance information.
According to a kind of embodiment of health state evaluation device of the present invention, the guide unit 400 is additionally operable to：It sets in advance
Set the correspondence of the health status and health guidance information；According to the health status for the user that assessment obtains, and in advance
The correspondence of the health status and health guidance information that are arranged provides health guidance information.
According to a kind of embodiment of health state evaluation device of the present invention, the assessment unit 300 is additionally operable to：It will be current
The health status for the user that time cycle is assessed is assessed at least one time cycle before the current time period
The health status of obtained user compares；The situation of change of the health status of user is determined according to comparison result；According to user
The situation of change of health status provide health guidance information.
In a possible design, the structure of health state evaluation device includes processor and memory, described to deposit
Reservoir is used to store support health state evaluation device and executes the program of above-mentioned health state evaluation method, the processor by with
It is set to for executing the program stored in the memory.
Another aspect, an embodiment of the present invention provides a kind of electronic equipment, including：One or more processors；Storage dress
It sets, for storing one or more programs；Camera, the facial image for obtaining user；When one or more of programs
When being executed by one or more of processors so that one or more of processors realize above-mentioned health state evaluation method
In any method.
According to a kind of embodiment of electronic equipment of the present invention, the electronic equipment include mobile phone, computer, Intelligent mirror,
Set-top box, smartwatch, Intelligent bracelet, intelligent wallet or face attendance recorder.
Another aspect, an embodiment of the present invention provides a kind of computer readable storage mediums, are stored with computer program,
The program realizes any method in above-mentioned health state evaluation method when being executed by processor.
A technical solution in above-mentioned technical proposal has the following advantages that or advantageous effect：It obtains and uses in the fixed period
The facial image at family, can avoid influence due to period and/or physiological period to face and caused by judge by accident.
Another technical solution in above-mentioned technical proposal has the following advantages that or advantageous effect：It is obtained in fixed scene
The facial image of user, can avoid influence due to scene to face and caused by judge by accident.
Another technical solution in above-mentioned technical proposal has the following advantages that or advantageous effect：Aberration benefit is carried out to light source
It repays, can health status more accurately be judged according to facial image.
Another technical solution in above-mentioned technical proposal has the following advantages that or advantageous effect：Pass through historical data pair
Than making user understand the situation of change of health status, and maintenance body is preferably carried out according to health guidance, being brought to user good
Good experience.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.Moreover, particular features, structures, materials, or characteristics described
It may be combined in any suitable manner in any one or more of the embodiments or examples.In addition, without conflicting with each other, this
The technical staff in field can be by the spy of different embodiments or examples described in this specification and different embodiments or examples
Sign is combined.
In addition, term " first ", " second " are used for description purposes only, it is not understood to indicate or imply relative importance
Or implicitly indicate the quantity of indicated technical characteristic." first " is defined as a result, the feature of " second " can be expressed or hidden
Include at least one this feature containing ground.In the description of the present invention, the meaning of " plurality " is two or more, unless otherwise
Clear specific restriction.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes
It is one or more for realizing specific logical function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discuss suitable
Sequence, include according to involved function by it is basic simultaneously in the way of or in the opposite order, to execute function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (system of such as computer based system including processor or other can be held from instruction
The instruction fetch of row system, device or equipment and the system executed instruction) it uses, or combine these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium " can any can be included, store, communicating, propagating or passing
Defeated program is for instruction execution system, device or equipment or the dress used in conjunction with these instruction execution systems, device or equipment
It sets.The more specific example (non-exhaustive list) of computer-readable medium includes following：Electricity with one or more wiring
Interconnecting piece (electronic device), portable computer diskette box (magnetic device), random access memory (RAM), read-only memory
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device and portable read-only memory
(CDROM).In addition, computer-readable medium can even is that the paper that can print described program on it or other suitable Jie
Matter, because can be for example by carrying out optical scanner to paper or other media, then into edlin, interpretation or when necessary with other
Suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each section of the present invention can be realized with hardware, software, firmware or combination thereof.Above-mentioned
In embodiment, software that multiple steps or method can in memory and by suitable instruction execution system be executed with storage
Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware
Any one of row technology or their combination are realized：With the logic gates for realizing logic function to data-signal
Discrete logic, with suitable combinational logic gate circuit application-specific integrated circuit, programmable gate array (PGA), scene
Programmable gate array (FPGA) etc..
Those skilled in the art are appreciated that realize all or part of step that above-described embodiment method carries
Suddenly it is that relevant hardware can be instructed to complete by program, the program can be stored in a kind of computer-readable storage medium
In matter, which includes the steps that one or a combination set of embodiment of the method when being executed.Wherein device embodiments and method
Embodiment is corresponding, therefore the embodiment description of device is simpler, and associated description can refer to the embodiment of method
Description.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing module, it can also
That each unit physically exists alone, can also two or more units be integrated in a module.Above-mentioned integrated mould
The form that hardware had both may be used in block is realized, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized in the form of software function module and when sold or used as an independent product, can also be stored in a computer
In readable storage medium storing program for executing.The storage medium can be read-only memory, disk or CD etc..
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can readily occur in its various change or replacement,
These should be covered by the protection scope of the present invention.Therefore, protection scope of the present invention should be with the guarantor of the claim
It protects subject to range.
Claims (23)
1. a kind of health state evaluation method, which is characterized in that including：
Obtain the facial image of user, wherein the facial image for obtaining user includes：The face figure of user is obtained in the fixed period
Picture, and/or, it is chosen at the facial image of fixed scene acquisition；
Identify the facial characteristics of the facial image obtained；And
The health status of user is assessed according to the facial characteristics of the facial image identified.
2. according to the method described in claim 1, it is characterized in that, the fixed period include：System is arranged or user is certainly
The fixed dates in each preset period of time of setting is defined, and/or, it is system setting or User Defined setting daily
Interior fixed time period.
3. according to the method described in claim 1, it is characterized in that, be chosen at fixed scene acquisition facial image, including：
Identify the scene in the facial image obtained；
The scene of illuminance and the absolute value minimum of the difference of preset illuminance threshold value is chosen in the scene recognized
It is set as the fixed scene, and/or, the difference of brightness and preset brightness threshold value is chosen in the scene recognized
The scene setting of the absolute value minimum of value is the fixed scene.
4. according to the method described in claim 1, it is characterized in that, be chosen at fixed scene acquisition facial image, including：
Identify the scene in the facial image obtained；
The occurrence number for each of recognizing the scene is counted in the facial image of acquisition；
It is the fixed scene by the most scene setting of occurrence number in the facial image of acquisition.
5. method according to claim 3 or 4, which is characterized in that further include：
The light source information of the fixed scene is obtained, the light source information includes natural light, incandescent lamp or fluorescent lamp；
The facial image of acquisition is carried out according to the light source information of the fixed scene Chromatically compensated.
6. according to the described method of any one of claim 1-4, which is characterized in that identify the face of the facial image of acquisition
Portion's feature, including：According to the facial characteristics for the facial image that neural network model identification trained in advance obtains, the face
Portion's feature includes face feature, lip color characteristic, tongue fur feature and/or skin condition feature.
7. according to the described method of any one of claim 1-4, which is characterized in that according to the facial image identified
Facial characteristics assesses the health status of user, including：
Pre-set the facial characteristics and the correspondence of health status；
According to the facial characteristics of the facial image recognized and the pre-set facial characteristics and health status
Correspondence assesses the health status of user.
8. according to the described method of any one of claim 1-4, which is characterized in that according to the facial image identified
Facial characteristics assessment user health status after, further include：The health status of the user obtained according to assessment provides health
Tutorial message.
9. according to the method described in claim 8, it is characterized in that, the health status of the user obtained according to assessment provides health
Tutorial message, including：
Pre-set the correspondence of the health status and health guidance information；
According to pair for the health status and the pre-set health status and health guidance information for assessing obtained user
It should be related to, provide health guidance information.
10. according to the described method of any one of claim 1-4, which is characterized in that further include：
When at least one before the health status for the user that current time period is assessed and the current time period
Between the obtained health status of user of cycle evaluation compare；
The situation of change of the health status of user is determined according to comparison result；And
Health guidance information is provided according to the situation of change of the health status of user.
11. a kind of health state evaluation device, which is characterized in that including：
Image acquisition unit, the facial image for obtaining user, wherein the facial image for obtaining user includes：When fixed
Section obtains the facial image of user, and/or, it is chosen at the facial image of fixed scene acquisition；
Recognition unit, the facial characteristics of the facial image obtained for identification；And
Assessment unit, the health status for assessing user according to the facial characteristics of the facial image identified.
12. according to the devices described in claim 11, which is characterized in that the fixed period includes：System is arranged or user
Fixed dates in each preset period of time of self-defined setting, and/or, it is system setting or User Defined setting every
Fixed time period in it.
13. according to the devices described in claim 11, which is characterized in that described image acquiring unit is additionally operable to：
In the case where the fixed scene is arranged by system, the scene in the facial image of acquisition is identified；
The scene of illuminance and the absolute value minimum of the difference of preset illuminance threshold value is chosen in the scene recognized
It is set as the fixed scene, and/or, the difference of brightness and preset brightness threshold value is chosen in the scene recognized
The scene setting of the absolute value minimum of value is the fixed scene.
14. according to the devices described in claim 11, which is characterized in that described image acquiring unit is additionally operable to：
In the case where the fixed scene is arranged by system, the scene in the facial image of acquisition is identified；
The occurrence number for each of recognizing the scene is counted in the facial image of acquisition；
It is the fixed scene by the most scene setting of occurrence number in the facial image of acquisition.
15. the device according to claim 13 or 14, which is characterized in that described image acquiring unit is additionally operable to：
The light source information of the fixed scene is obtained, the light source information includes natural light, incandescent lamp or fluorescent lamp；
The facial image of acquisition is carried out according to the light source information of the fixed scene Chromatically compensated.
16. according to the device described in any one of claim 11-14, which is characterized in that the recognition unit is additionally operable to：According to
The facial characteristics for the facial image that trained neural network model identification in advance obtains, the facial characteristics include face spy
Sign, lip color characteristic, tongue fur feature and/or skin condition feature.
17. according to the device described in any one of claim 11-14, which is characterized in that the assessment unit is additionally operable to：
Pre-set the facial characteristics and the correspondence of health status；
According to the facial characteristics of the facial image recognized and the pre-set facial characteristics and health status
Correspondence assesses the health status of user.
18. according to the device described in any one of claim 11-14, which is characterized in that further include guide unit, be used for basis
The health status for assessing obtained user provides health guidance information.
19. device according to claim 18, which is characterized in that the guide unit is additionally operable to：
Pre-set the correspondence of the health status and health guidance information；
According to pair for the health status and the pre-set health status and health guidance information for assessing obtained user
It should be related to, provide health guidance information.
20. according to the device described in any one of claim 11-14, which is characterized in that the assessment unit is additionally operable to：
When at least one before the health status for the user that current time period is assessed and the current time period
Between the obtained health status of user of cycle evaluation compare；
The situation of change of the health status of user is determined according to comparison result；And
Health guidance information is provided according to the situation of change of the health status of user.
21. a kind of electronic equipment, which is characterized in that including：
One or more processors；
Storage device, for storing one or more programs；
Camera, the facial image for obtaining user；
When one or more of programs are executed by one or more of processors so that one or more of processors
Realize the method as described in any in claim 1-10.
22. electronic equipment according to claim 21, which is characterized in that the electronic equipment includes mobile phone, computer, intelligence
Mirror, set-top box, smartwatch, Intelligent bracelet, intelligent wallet or face attendance recorder.
23. a kind of computer readable storage medium, is stored with computer program, which is characterized in that the program is held by processor
The method as described in any in claim 1-10 is realized when row.
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| CN201810277034.3A CN108509905B (en) | 2018-03-30 | 2018-03-30 | State evaluation device, electronic apparatus, and storage medium |
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|---|---|---|---|
| CN201810277034.3A CN108509905B (en) | 2018-03-30 | 2018-03-30 | State evaluation device, electronic apparatus, and storage medium |
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| CN108509905B CN108509905B (en) | 2020-06-19 |
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| CN109390056A (en) * | 2018-11-05 | 2019-02-26 | 平安科技（深圳）有限公司 | Health forecast method, apparatus, terminal device and computer readable storage medium |
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