CN109192271A - A kind of body-building management-control method and system - Google Patents
A kind of body-building management-control method and system Download PDFInfo
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- CN109192271A CN109192271A CN201811150769.6A CN201811150769A CN109192271A CN 109192271 A CN109192271 A CN 109192271A CN 201811150769 A CN201811150769 A CN 201811150769A CN 109192271 A CN109192271 A CN 109192271A
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B22/00—Exercising apparatus specially adapted for conditioning the cardio-vascular system, for training agility or co-ordination of movements
- A63B22/02—Exercising apparatus specially adapted for conditioning the cardio-vascular system, for training agility or co-ordination of movements with movable endless bands, e.g. treadmills
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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
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
- G16H20/30—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to physical therapies or activities, e.g. physiotherapy, acupressure or exercising
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- General Health & Medical Sciences (AREA)
- Physical Education & Sports Medicine (AREA)
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- Engineering & Computer Science (AREA)
- Epidemiology (AREA)
- Life Sciences & Earth Sciences (AREA)
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- Public Health (AREA)
- Cardiology (AREA)
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Abstract
A kind of body-building management-control method of the present invention and system, are identified by the facial image to the user acquired in real time, determine the current motion state of user according to recognition result, carry out suggestion to user according to motion state.So as to realize the monitoring to user movement state by the user's facial image acquired in real time, when judging user movement abnormal state, abnormal suggestion can be carried out to user.In turn, user can suggest that content reduces exercise intensity or stops current kinetic according to exception, and the appearance of malaise symptoms after the occurrence of favorite outer, or movement is moved with reduction.
Description
Technical field
The invention belongs to body-building apparatus technical field more particularly to a kind of body-building management-control method and systems.
Background technique
Current people's lives level is higher and higher, also increasingly focuses on health, and many people have very body-building
High enthusiasm.The mode of body-building is varied, can substantially be divided into indoor and outdoors body-building.Since many people are to the body of itself
Situation is not known about simultaneously, and the fitness program of oneself physical function is also met without formulating.People be often according to oneself mood with
Property in body-building, in this way may the physical training style of selection be not appropriate for oneself, will cause body-building in this way is not easy to adhere to, is also easy to reach
Less than scheduled body-building effect.
Summary of the invention
The technical problem to be solved in the present invention is that providing a kind of pair of body-building for the drawbacks described above of prior art
Process exercises supervision control, tempers more scientific body-building management-control method and system.
The technical solution adopted by the present invention to solve the technical problems is: a kind of body-building management-control method, comprising the following steps:
User's registration body-building managing and control system, user fill in personal information, are entered into system；
After monitoring the motion event of user, the facial image of user is acquired in real time；
The facial image is identified；
It is compared according to the expression data set in recognition result, with database, determines the current motion state of user；
Suggestion is carried out to the user according to the motion state；
Based on the user to the feedback for suggesting content, the control parameter of fitness equipment is adjusted.
Wherein, the user's registration body-building managing and control system, user fill in personal information, are entered into system, comprising:
Acquire name, gender, age, facial image and the posture image information of user；
Acquire the physical function data information of user.
It is wherein, described that the facial image is identified, comprising:
Authentication is carried out according to recognition result；
By the exercise data of the user monitored and authentication result associated storage.
Wherein, described that suggestion is carried out to the user according to the motion state, comprising: according to the motion state,
In conjunction with the historical movement data and/or customer attribute information of the pre-stored user, suggestion is carried out to the user.
Wherein, the body-building management-control method further include:
Acquisition user speech in real time；
The voice is identified, the feedback of corresponding information is carried out according to recognition result, wherein the packet includes day
Gas, news and/or video.
A kind of body-building managing and control system, comprising:
Image capture module, for acquiring the facial image of user in real time after monitoring the motion event of user；
Picture recognition module, for being identified to the facial image；
State determining module, for determining the current motion state of user according to recognition result；
Suggestion module, for carrying out suggestion to the user according to the motion state.
Wherein, described image identification module includes:
Expression Recognition unit, for carrying out facial expression recognition to the facial image.
Wherein, further includes: automatic control module, for according to the motion state to the user carry out suggestion it
Afterwards, the control parameter of fitness equipment is adjusted to the feedback for suggesting content based on the user.
The invention has the benefit that the present invention is identified by the facial image to the user acquired in real time, according to
Recognition result determines the current motion state of user, carries out suggestion to user according to motion state.So as to by adopting in real time
User's facial image of collection realizes the monitoring to user movement state, when judging user movement abnormal state, can to
Family carries out abnormal suggestion.In turn, user can suggest that content reduces exercise intensity or stopping current kinetic according to abnormal, to reduce
Move the occurrence of favorite outer, or after movement malaise symptoms appearance.
Detailed description of the invention
Fig. 1 is the flow embodiment schematic diagram of body-building management-control method of the present invention；
Fig. 2 is the detailed process embodiment schematic diagram of step S10 of the present invention；
Fig. 3 is the detailed process embodiment schematic diagram of step S30 of the present invention；
Fig. 4 is another flow embodiment schematic diagram of the present invention；
Fig. 5 is body-building managing and control system structural block diagram embodiment schematic diagram of the present invention.
In attached drawing: 1. image capture modules, 2. picture recognition modules, 3. state determining modules, 4. suggestion modules, 5. are automatically
Control module.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiment is only a part of the embodiments of the present invention, instead of all the embodiments.Base
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts it is all its
His embodiment, shall fall within the protection scope of the present invention.
Technical solution between each embodiment can be combined with each other, but must be with those of ordinary skill in the art's energy
It is enough realize based on, will be understood that the knot of this technical solution when conflicting or cannot achieve when occurs in the combination of technical solution
Conjunction is not present, also not the present invention claims protection scope within.
Referring to Fig.1, in the present embodiment, a kind of body-building management-control method, comprising the following steps:
S10: user's registration body-building managing and control system, user fill in personal information, are entered into system；
S20: after monitoring the motion event of user, the facial image of user is acquired in real time；
S30: the facial image is identified；
S40: comparing according to the expression data set in recognition result, with database, determines the current movement of user
State；
S50: suggestion is carried out to the user according to the motion state；
S60: based on the user to the feedback for suggesting content, the control parameter of fitness equipment is adjusted.
It, can also be by specifically, the motion event of user can also be triggered by setting speech trigger by physical button
Other modes triggering, the present embodiment is to this and without any restrictions.Preferably, user moves using fitness equipment
When, the starting of fitness equipment can trigger above-mentioned motion event simultaneously, and the camera that fitness equipment is then arranged in starts to acquire
The facial image of user.When carrying out recognition of face, the identification at least one organ in facial image can be.For example, can be with
It is lip-sync identification, is also possible to the identification of eyes closed state, in order to improve the accuracy of recognition result, can also be pair
The identification of multiple organ sites and shape such as eyes, nose, mouth.Typically, the facial image is identified, is can wrap
It includes: facial expression recognition is carried out to the facial image.When determining the current motion state of user according to recognition result, identification fortune
Dynamic state, which can according to need, to be divided, and typically may include that movement is normal and dyskinesia, as a result can be one or
The shape or positional relationship of multiple organs are also possible to the specific expression recognized.Dyskinesia may include again excess it is abnormal,
Uncomfortable dyskinesia etc..In order to improve the precision next suggested to user, motion state can also further be segmented.Root
It can be according to the method that recognition result determines the current motion state of user, according to reflecting for preset recognition result and motion state
Relationship is penetrated to determine；It is also possible to determine using the model that training is completed in advance, wherein model needs to utilize known motion state
Recognition result is trained in advance as sample.First determine whether motion state is dyskinesia, belongs to if so, continuing judgement
It is any in dyskinesia, accordingly suggested according to specific exception.Illustratively, if detecting, motion state is excess
Abnormal, then voice or warning note user move excess today, ask and continue the information such as movement tomorrow.In order to keep movement no longer weary
Taste, it is normal to move judging motion state, and when moving to setting time, voice encouragement is carried out to user, for example, " adding
Oil ", " adhering to again " etc..Further, next sports events can also be carried out to user and/or movement duration is built
View.To improve the precision suggested, carrying out suggestion to the user according to the motion state may include: according to the movement
State builds the user in conjunction with the historical movement data and/or customer attribute information of the pre-stored user
View.
Referring to Fig. 2, further, in the present embodiment, the step S10 user's registration body-building managing and control system, user
Personal information is filled in, is entered into system, comprising:
S11: name, gender, age, facial image and the posture image information of user are acquired；
S12: the physical function data information of user is acquired.
When determining that user does not carry out user's registration, registration for the convenience of the user can prompt user to carry out with voice prompting
Registration；In the affirmative feedback of speech recognition to user, user's facial image is acquired, while can also obtain by speech recognition
Other users attribute information, such as telephone number, gender, age, disease of user etc. carry out the note of new user to user accordingly
Volume.
Referring to Fig. 3, further, in the present embodiment, the step S30 identifies the facial image, packet
It includes:
S31: authentication is carried out according to recognition result；
S32: by the exercise data of the user monitored and authentication result associated storage.
What the exercise data of user can be obtained by fitness equipment, the wearable device carried when can also pass through user movement
It obtains.
It optionally, can be by the exercise data of user and authentication result associated storage to fitness equipment or wearable device
Local；Access in order to facilitate multiple equipment to exercise data can typically store the exercise data of user to long-range
In server.Therefore, user can be based on multiple equipment, upload or download movement number from remote server by authentication
According to.
Preferably, user using treadmill when being moved, and by the way that camera is arranged in treadmill, carries out face to user
The acquisition of image, the verifying of identification and identity.After authentication passes through, by user using treadmill generate exercise data with
Authentication result associated storage is into remote server, from the upload for realizing exercise data.
Wherein, the identification of facial image and the verifying of identity can be realized in treadmill, can also be in remote server
Middle realization, the present embodiment is to this and without any restrictions.
After authentication failure, the mode that user can be prompted to be manually entered username and password realizes testing for identity
Card.User is also based on mobile phone or other equipment, after through authentication, out of remote server downloading designated time period
Exercise data further process, to realize downloading to exercise data.
Further, described that suggestion is carried out to the user according to the motion state, comprising: according to the movement shape
State carries out suggestion to the user in conjunction with the historical movement data and/or customer attribute information of the pre-stored user.
Specifically, determining user in the recent period without carrying out any movement by historical movement data, and when current motion state is tired out,
Rest suggestion is carried out to user, disposable excessive amount of motion is avoided to cause post exercise uncomfortable.Further, monitoring can also be passed through
To exercise data determine the exercise intensity of user, if exercise intensity is more than the corresponding preset strength of disease in customer attribute information
Value, and when motion state is normal, user is carried out to reduce exercise intensity suggestion, avoids the generation of fortuitous event.Wherein, movement is strong
Degree can be determined according to sports events, such as in running project, can determine exercise intensity according to speed；In exercycle project
In, it can be determined in conjunction with the drag parameter in speed and resistance system.
Referring to Fig. 4, further, in the present embodiment, the body-building management-control method further include:
S70: user speech is acquired in real time；
S80: identifying the voice, the feedback of corresponding information is carried out according to recognition result, wherein the packet
Include weather, news and/or video.
User in the process of movement, if getting the voice of " weather of today ", identifies the voice, according to
Recognition result obtains the Weather information of today in internet or in related application, and the Weather information that will acquire by screen or
The form of voice feeds back to user.To realize that user while movement, can easily recognize the information of demand.
Referring to 5, in the present embodiment, a kind of body-building managing and control system, comprising:
Image capture module 1, for acquiring the facial image of user in real time after monitoring the motion event of user；
Picture recognition module 2, for being identified to the facial image；
State determining module 3, for determining the current motion state of user according to recognition result；
Suggestion module 4, for carrying out suggestion to the user according to the motion state.
Further, described image identification module 2 includes:
Expression Recognition unit, for carrying out facial expression recognition to the facial image.
It is identified by the facial image to the user acquired in real time, the current movement of user is determined according to recognition result
State carries out suggestion to user according to motion state.So as to be realized by the user's facial image acquired in real time to user
The monitoring of motion state carries out abnormal suggestion to user when judging user movement abnormal state.In turn, user can root
Suggest that content reduces exercise intensity according to abnormal, to reduce going out for malaise symptoms after the occurrence of movement is favorite outer, or movement
It is existing.
Further, further includes: automatic control module 5, for being built according to the motion state to the user
After view, based on the user to the feedback for suggesting content, the control parameter of fitness equipment is adjusted.
The present invention is identified by the facial image to the user acquired in real time, determines that user is current according to recognition result
Motion state, suggestion is carried out to user according to motion state.So as to be realized by the user's facial image acquired in real time
Monitoring to user movement state can carry out abnormal suggestion when judging user movement abnormal state to user.In turn,
User can suggest that content reduces exercise intensity or stopping current kinetic according to abnormal, to reduce the hair of fortuitous event in movement
The appearance of malaise symptoms after life, or movement.
The above is only a preferred embodiment of the present invention, for those of ordinary skill in the art, according to the present invention
Thought, there will be changes in the specific implementation manner and application range, and the content of the present specification should not be construed as to the present invention
Limitation.
Claims (8)
1. a kind of body-building management-control method, which comprises the following steps:
User's registration body-building managing and control system, user fill in personal information, are entered into system；
After monitoring the motion event of user, the facial image of user is acquired in real time；
The facial image is identified；
It is compared according to the expression data set in recognition result, with database, determines the current motion state of user；
Suggestion is carried out to the user according to the motion state；
Based on the user to the feedback for suggesting content, the control parameter of fitness equipment is adjusted.
2. body-building management-control method according to claim 1, which is characterized in that the user's registration body-building managing and control system,
User fills in personal information, is entered into system, comprising:
Acquire name, gender, age, facial image and the posture image information of user；
Acquire the physical function data information of user.
3. body-building management-control method according to claim 1, which is characterized in that described to know to the facial image
Not, comprising:
Authentication is carried out according to recognition result；
By the exercise data of the user monitored and authentication result associated storage.
4. body-building management-control method according to claim 1, which is characterized in that it is described according to the motion state to described
User carries out suggestion, comprising: according to the motion state, in conjunction with the pre-stored user historical movement data and/or
Customer attribute information carries out suggestion to the user.
5. body-building management-control method according to claim 1, which is characterized in that further include:
Acquisition user speech in real time；
The voice is identified, the feedback of corresponding information is carried out according to recognition result, wherein the packet includes weather, new
News and/or video.
6. a kind of body-building managing and control system characterized by comprising
Image capture module, for acquiring the facial image of user in real time after monitoring the motion event of user；
Picture recognition module, for being identified to the facial image；
State determining module, for determining the current motion state of user according to recognition result；
Suggestion module, for carrying out suggestion to the user according to the motion state.
7. body-building managing and control system according to claim 6, which is characterized in that described image identification module includes:
Expression Recognition unit, for carrying out facial expression recognition to the facial image.
8. body-building managing and control system according to claim 7, which is characterized in that further include:
Automatic control module, for being based on the user couple after carrying out suggestion to the user according to the motion state
It is recommended that the feedback of content, adjusts the control parameter of fitness equipment.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811150769.6A CN109192271A (en) | 2018-09-29 | 2018-09-29 | A kind of body-building management-control method and system |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811150769.6A CN109192271A (en) | 2018-09-29 | 2018-09-29 | A kind of body-building management-control method and system |
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| CN109192271A true CN109192271A (en) | 2019-01-11 |
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| CN201811150769.6A Pending CN109192271A (en) | 2018-09-29 | 2018-09-29 | A kind of body-building management-control method and system |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111666782A (en) * | 2019-03-05 | 2020-09-15 | 百度在线网络技术（北京）有限公司 | Method and apparatus for motion state detection |
| CN113077867A (en) * | 2021-04-08 | 2021-07-06 | 杭州银洲工具有限公司 | Exercise bicycle intelligent control method and system, intelligent terminal and storage medium |
-
2018
- 2018-09-29 CN CN201811150769.6A patent/CN109192271A/en active Pending
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111666782A (en) * | 2019-03-05 | 2020-09-15 | 百度在线网络技术（北京）有限公司 | Method and apparatus for motion state detection |
| CN113077867A (en) * | 2021-04-08 | 2021-07-06 | 杭州银洲工具有限公司 | Exercise bicycle intelligent control method and system, intelligent terminal and storage medium |
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Application publication date: 20190111 |