CN105868561A - Health monitoring method and device - Google Patents
Health monitoring method and device Download PDFInfo
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- CN105868561A CN105868561A CN201610204037.5A CN201610204037A CN105868561A CN 105868561 A CN105868561 A CN 105868561A CN 201610204037 A CN201610204037 A CN 201610204037A CN 105868561 A CN105868561 A CN 105868561A
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- health
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- G06F19/3418—
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- G06F19/3475—
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
-
- 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
- G06V40/171—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
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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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- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Medical Informatics (AREA)
- Public Health (AREA)
- Human Computer Interaction (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Biomedical Technology (AREA)
- Databases & Information Systems (AREA)
- Pathology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Epidemiology (AREA)
- Primary Health Care (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Abstract
The invention provides a health monitoring method and device. The method comprises the steps that a face image of a person to be examined is collected; feature information of the face image is extracted; the feature information is analyzed, and the health condition information of the person to be examined is obtained. By means of the health monitoring method and device, the problem that in the prior art, the body health condition of a person to be examined cannot be obtained through a photo of the person to be examined is solved, so that the physical examination process is simplified, and the expensive physical examination cost and time of a user are reduced.
Description
Technical field
The present invention relates to health monitoring technique field, be specifically related to a kind of health monitor method and device.
Background technology
Along with social development, the quality of medical treatment is also improved constantly by people.Existing people's health check-up is general
Carry out inside hospital.Current domestic broad masses' health check-up mainly goes hospital and medical treatment at different levels to examine
Institute, is assisted to do every health check-up by nurse, the most manually recorded after give doctor by health check-up report and do all kinds of
Medical science and healthy judgement.This health check-up mode is both time-consuming, also expends a large amount of manpower, causes people to queue up
Time is long, and health check-up cost is high.The most static health check-up mode also is difficult to judge that people are at daily life
Faced by during pressure, the sign of appearance drastically changes.Mask on some people's constitution some potential
Wretched insufficiency.
Mobile phone has been commonly used in life, and present cell-phone function gets more and more, and wherein takes pictures
Function is a more common function, uses mobile phone can take pictures oneself or other things.
Much like autodyning with mobile phone now.How by the health of the auto heterodyne image reflection user of user
Health status, does not suggests that solution in the prior art.
For in prior art, it is impossible to the health being obtained this people to be detected by the photo of people to be detected is good for
Health situation, does not also propose effective solution.
Summary of the invention
The invention provides a kind of health monitor method and device, so that at least solve can not in prior art
The problem being obtained the physical condition of this people to be detected by the photo of people to be detected.
According to an aspect of the invention, it is provided a kind of health monitor method, including: gather to be checked
Survey the face-image of people;Extract the characteristic information of described face-image;Described characteristic information is carried out point
Analysis, obtains the health information of described people to be detected.
Alternatively, the characteristic information extracting described face-image includes: the spy of face-image described in labelling
Levy a little;Characteristic information by face-image described in the feature point extraction of described face-image.
Alternatively, described characteristic information is analyzed, obtains the health status letter of described people to be detected
Breath includes: search the health indicator corresponding with described characteristic information in data base;Wherein, institute
State the corresponding relation saved in data base between each characteristic information and each health indicator.
Alternatively, the characteristic information of described face-image includes at least one of: cheek chromatic value,
Cheek smooth degree value, lip texture value, the black-eyed chromatic value of eye.
Alternatively, described characteristic information is analyzed, obtains the health status letter of described people to be detected
Include after breath: according to the suggestion of described health information reminding medical and/or diet suggestion.
According to another aspect of the present invention, additionally provide a kind of health monitoring device, including: gather
Module, for gathering the face-image of people to be detected;Extraction module, is used for extracting described face-image
Characteristic information;Acquisition module, for being analyzed described characteristic information, obtains described to be detected
The health information of people.
Alternatively, described extraction module includes: indexing unit, for the spy of face-image described in labelling
Levy a little;Extraction unit, for by the spy of face-image described in the feature point extraction of described face-image
Reference ceases.
Alternatively, described acquisition module be additionally operable in data base search corresponding with described characteristic information
Health indicator;Wherein, described data base saves each characteristic information and each health status
Corresponding relation between index.
Alternatively, the characteristic information of described face-image includes at least one of: cheek chromatic value,
Cheek smooth degree value, lip texture value, the black-eyed chromatic value of eye.
Alternatively, described device also includes: reminding module, for described characteristic information is analyzed,
After obtaining the health information of described people to be detected, according to described health information reminding medical
Suggestion and/or diet suggestion.
By the present invention, use the face-image gathering people to be detected;Extract the feature letter of face-image
Breath;This feature information is analyzed, obtains the health information of people to be detected, solve existing
The problem that can not be obtained the physical condition of this people to be detected in technology by the photo of people to be detected,
Thus simplify the flow process of health check-up, save the expensive health check-up expense of user and time.
Accompanying drawing explanation
In order to be illustrated more clearly that the specific embodiment of the invention or technical scheme of the prior art, under
The accompanying drawing used required in detailed description of the invention or description of the prior art will be briefly described by face,
It should be evident that the accompanying drawing in describing below is some embodiments of the present invention, general for this area
From the point of view of logical technical staff, on the premise of not paying creative work, it is also possible to obtain according to these accompanying drawings
Obtain other accompanying drawing.
Fig. 1 is the flow chart of health monitor method according to embodiments of the present invention;
Fig. 2 is a structured flowchart of health monitoring device according to embodiments of the present invention;
Fig. 3 is the structured flowchart of extraction module according to embodiments of the present invention;
Fig. 4 is another structured flowchart of health monitoring device according to embodiments of the present invention.
Detailed description of the invention
Below in conjunction with accompanying drawing, technical scheme is clearly and completely described, it is clear that
Described embodiment is a part of embodiment of the present invention rather than whole embodiments.Based on this
Embodiment in bright, those of ordinary skill in the art are obtained under not making creative work premise
Every other embodiment, broadly fall into the scope of protection of the invention.
In describing the invention, it should be noted that term " first ", " second ", " the 3rd "
It is only used for describing purpose, and it is not intended that indicate or hint relative importance.
As long as additionally, technical characteristic involved in invention described below difference embodiment that
The conflict of not constituting between this just can be combined with each other.
Embodiment 1
Providing a kind of health monitor method in the present embodiment, Fig. 1 is according to embodiments of the present invention strong
The flow chart of health monitoring method, as it is shown in figure 1, this flow process comprises the steps:
Step S102, gathers the face-image of people to be detected;
Step S104, extracts the characteristic information of face-image;
Step S106, is analyzed this feature information, obtains the health information of people to be detected.
By above-mentioned steps, the face-image of people to be detected is analyzed, i.e. can obtain this to be detected
The health information of people, compared in prior art, people to be detected needs hospital to check UP,
Spending travelling expenses, travel charge, medical care expenses and time, above-mentioned steps solves in prior art can not be passed through
The photo of people to be detected obtains the problem of the physical condition of this people to be detected, thus simplifies health check-up
Flow process, save the expensive health check-up expense of user and time.
Above-mentioned steps S104 relates to extract the characteristic information of this face-image, an alternative embodiment
In, the characteristic point of this face-image of labelling, by the feature point extraction face-image of this face-image
Characteristic information.Facial image features point is generally it is not limited to 21 characteristic points, 21 characteristic points one
As include each 6 of right and left eyes, nose areas 4, mouth 5.
Above-mentioned steps S106 relates to be analyzed this feature information, obtains the healthy shape of people to be detected
Condition information, in one alternate embodiment, searches the health corresponding with this feature information in data base
Status index;Wherein, this data base saves each characteristic information and each health indicator it
Between corresponding relation.It is being previously stored with each characteristic information and each healthy shape by the way of lookup
Between condition index, the data base of corresponding relation makes a look up and gets the health status corresponding with characteristic information
Index, simple and quick.
In one alternate embodiment, the characteristic information of above-mentioned face-image includes cheek chromatic value, face
Cheek smooth degree value, lip texture value or the black-eyed chromatic value of eye.Such as, characteristic information is
In the case of cheek chromatic value, according to cheek chromatic value, it is diagnosed to be the health body constitution of people to be detected;Special
When reference breath is for cheek smooth degree value, according to the cheek smooth degree value of people to be detected, it is diagnosed to be and treats
The health endocrine status of detection people;When characteristic information is lip texture value, according to the lip of people to be detected
Portion's texture value, is diagnosed to be the health degree of water shortage of people to be detected;Characteristic information is the black-eyed color of eye
During angle value, according to the black-eyed chromatic value of the eye of this people to be detected, it is diagnosed to be the sleep of people to be detected
Quality.
In order to improve the health of people to be detected, in one alternate embodiment, features described above is believed
Breath is analyzed, and after obtaining the health information of people to be detected, carries according to this health information
Show medical advice and/or diet suggestion.So that people to be detected carries out medical treatment accordingly or carries out meals tune
Whole.
Embodiment 2
Additionally providing a kind of health monitoring device in the present embodiment, this device is used for realizing above-mentioned enforcement
Example and preferred implementation, carried out repeating no more of explanation.As used below, term
" module " can realize the software of predetermined function and/or the combination of hardware.Although following example are retouched
The device stated preferably realizes with software, but hardware, or the realization of the combination of software and hardware
Also may and be contemplated.
Fig. 2 is a structured flowchart of health monitoring device according to embodiments of the present invention, such as Fig. 2 institute
Show, including: acquisition module 22, for gathering the face-image of people to be detected;Extraction module 24, uses
In the characteristic information extracting this face-image;Acquisition module 26, for this feature information is analyzed,
Obtain the health information of this people to be detected.
By said apparatus, the face-image of people to be detected is analyzed, i.e. can obtain this to be detected
The health information of people, compared in prior art, people to be detected needs hospital to check UP,
Spending travelling expenses, travel charge, medical care expenses and time, said apparatus solves in prior art and can not pass through
The photo of people to be detected obtains the problem of the physical condition of this people to be detected, thus simplifies health check-up
Flow process, save the expensive health check-up expense of user and time.
Fig. 3 is the structured flowchart of extraction module according to embodiments of the present invention, as it is shown on figure 3, extract
Module 24 includes: indexing unit 242, for the characteristic point of this face-image of labelling;Extraction unit 244,
For the characteristic information by this face-image of feature point extraction of this face-image.
Alternatively, acquisition module 26 is additionally operable in data base search the health corresponding with this feature information
Status index;Wherein, this data base saves each characteristic information and each health indicator it
Between corresponding relation.
Alternatively, the characteristic information of this face-image includes at least one of: cheek chromatic value, face
Cheek smooth degree value, lip texture value, the black-eyed chromatic value of eye.
Fig. 4 is another structured flowchart of health monitoring device according to embodiments of the present invention, such as Fig. 4
Shown in, this device also includes: reminding module 42, and for being analyzed this feature information, obtaining should
After the health information of people to be detected, according to the suggestion of this health information reminding medical and/or meals
Food suggestion.
The further function of above-mentioned modules describes identical, at this not with above-mentioned corresponding embodiment
Repeat again.
In sum, a kind of health monitor method provided by the present invention and device, solve existing
The problem that can not be obtained the physical condition of this people to be detected in technology by the photo of people to be detected,
Thus simplify the flow process of health check-up, save the expensive health check-up expense of user and time.
Those skilled in the art it should be appreciated that embodiments of the invention can be provided as method, system,
Or computer program.Therefore, the present invention can use complete hardware embodiment, complete software to implement
Example or the form of the embodiment in terms of combining software and hardware.And, the present invention can use at one
Or multiple wherein include computer usable program code computer-usable storage medium (include but not
It is limited to disk memory, CD-ROM, optical memory etc.) shape of the upper computer program implemented
Formula.
The present invention is with reference to method, equipment (system) and computer program according to embodiments of the present invention
The flow chart of product and/or block diagram describe.It should be understood that stream can be realized by computer program instructions
In each flow process in journey figure and/or block diagram and/or square frame and flow chart and/or block diagram
Flow process and/or the combination of square frame.These computer program instructions can be provided to general purpose computer, specially
With the processor of computer, Embedded Processor or other programmable data processing device to produce one
Machine so that the instruction performed by the processor of computer or other programmable data processing device is produced
Raw for realizing one flow process of flow chart or multiple flow process and/or one square frame of block diagram or multiple side
The device of the function specified in frame.
These computer program instructions may be alternatively stored in and computer or other programmable datas can be guided to process
In the computer-readable memory that equipment works in a specific way so that be stored in this computer-readable and deposit
Instruction in reservoir produces the manufacture including command device, and this command device realizes flow chart one
The function specified in flow process or multiple flow process and/or one square frame of block diagram or multiple square frame.
These computer program instructions also can be loaded into computer or other programmable data processing device
On so that on computer or other programmable devices, perform sequence of operations step to produce computer
The process realized, thus the instruction performed on computer or other programmable devices provides and is used for realizing
One flow process of flow chart or multiple flow process and/or one square frame of block diagram or multiple square frame are specified
The step of function.
Obviously, above-described embodiment is only for clearly demonstrating example, and not to embodiment party
The restriction of formula.For those of ordinary skill in the field, the most also may be used
To make other changes in different forms.Here without also all of embodiment being given
With exhaustive.And the obvious change thus extended out or variation are still in the guarantor of the invention
Protect among scope.
Claims (10)
1. a health monitor method, it is characterised in that including:
Gather the face-image of people to be detected;
Extract the characteristic information of described face-image;
Described characteristic information is analyzed, obtains the health information of described people to be detected.
Method the most according to claim 1, it is characterised in that extract the spy of described face-image
Reference breath includes:
The characteristic point of face-image described in labelling;
Characteristic information by face-image described in the feature point extraction of described face-image.
Method the most according to claim 1, it is characterised in that described characteristic information is carried out point
Analysis, the health information obtaining described people to be detected includes:
The health indicator corresponding with described characteristic information is searched in data base;Wherein, described number
According to the corresponding relation saved in storehouse between each characteristic information and each health indicator.
Method the most according to claim 1, it is characterised in that the feature letter of described face-image
Cease and include at least one of:
Cheek chromatic value, cheek smooth degree value, lip texture value, the black-eyed chromatic value of eye.
Method the most according to any one of claim 1 to 4, it is characterised in that to described spy
Reference breath is analyzed, and includes after obtaining the health information of described people to be detected:
According to the suggestion of described health information reminding medical and/or diet suggestion.
6. a health monitoring device, it is characterised in that including:
Acquisition module, for gathering the face-image of people to be detected;
Extraction module, for extracting the characteristic information of described face-image;
Acquisition module, for being analyzed described characteristic information, obtains the health of described people to be detected
Condition information.
Device the most according to claim 6, it is characterised in that described extraction module includes:
Indexing unit, for the characteristic point of face-image described in labelling;
Extraction unit, for by the feature of face-image described in the feature point extraction of described face-image
Information.
Device the most according to claim 6, it is characterised in that described acquisition module is additionally operable to
Data base searches the health indicator corresponding with described characteristic information;Wherein, in described data base
Save the corresponding relation between each characteristic information and each health indicator.
Device the most according to claim 6, it is characterised in that the feature letter of described face-image
Cease and include at least one of:
Cheek chromatic value, cheek smooth degree value, lip texture value, the black-eyed chromatic value of eye.
10. according to the device according to any one of claim 6 to 9, it is characterised in that described device
Also include:
Reminding module, for being analyzed described characteristic information, obtains the health of described people to be detected
After condition information, according to the suggestion of described health information reminding medical and/or diet suggestion.
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CN201610204037.5A CN105868561A (en) | 2016-04-01 | 2016-04-01 | Health monitoring method and device |
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Cited By (9)
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CN106777950A (en) * | 2016-12-08 | 2017-05-31 | 宇龙计算机通信科技(深圳)有限公司 | A kind of health monitoring method and device |
CN107491652A (en) * | 2017-08-30 | 2017-12-19 | 广州云从信息科技有限公司 | A kind of face off-note data analysing method based on recognition of face |
CN107644680A (en) * | 2017-08-09 | 2018-01-30 | 广东欧珀移动通信有限公司 | Method for detecting health status, device and terminal device |
CN108511066A (en) * | 2018-03-29 | 2018-09-07 | 百度在线网络技术(北京)有限公司 | information generating method and device |
CN108766569A (en) * | 2018-05-07 | 2018-11-06 | 苏州超云生命智能产业研究院有限公司 | Health data processing method and health data processing system |
CN109448845A (en) * | 2017-08-31 | 2019-03-08 | 贾斯汀·鸿程·吴 | The system for identifying health status by facial characteristics |
CN109659037A (en) * | 2018-12-29 | 2019-04-19 | 大连君煜信息技术有限公司 | The recommended method and device of regimen |
CN111227789A (en) * | 2018-11-29 | 2020-06-05 | 百度在线网络技术(北京)有限公司 | Human health monitoring method and device |
CN113641856A (en) * | 2021-08-12 | 2021-11-12 | 三星电子(中国)研发中心 | Method and apparatus for outputting information |
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CN106777950A (en) * | 2016-12-08 | 2017-05-31 | 宇龙计算机通信科技(深圳)有限公司 | A kind of health monitoring method and device |
CN107644680A (en) * | 2017-08-09 | 2018-01-30 | 广东欧珀移动通信有限公司 | Method for detecting health status, device and terminal device |
CN107491652A (en) * | 2017-08-30 | 2017-12-19 | 广州云从信息科技有限公司 | A kind of face off-note data analysing method based on recognition of face |
CN109448845A (en) * | 2017-08-31 | 2019-03-08 | 贾斯汀·鸿程·吴 | The system for identifying health status by facial characteristics |
CN108511066A (en) * | 2018-03-29 | 2018-09-07 | 百度在线网络技术(北京)有限公司 | information generating method and device |
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CN111227789A (en) * | 2018-11-29 | 2020-06-05 | 百度在线网络技术(北京)有限公司 | Human health monitoring method and device |
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CN113641856A (en) * | 2021-08-12 | 2021-11-12 | 三星电子(中国)研发中心 | Method and apparatus for outputting information |
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