CN109949807A - A kind of the intelligent robot interactive system and method for body composition detection and analysis - Google Patents
A kind of the intelligent robot interactive system and method for body composition detection and analysis Download PDFInfo
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- CN109949807A CN109949807A CN201910189524.2A CN201910189524A CN109949807A CN 109949807 A CN109949807 A CN 109949807A CN 201910189524 A CN201910189524 A CN 201910189524A CN 109949807 A CN109949807 A CN 109949807A
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Abstract
The present invention discloses a kind of robot interactive system and method for body composition detection and analysis.Wherein the system comprises speech recognition module, vision module, touch display module, network communication module and intelligent cloud analysis engines.The method realizes that step includes: that 1) voice, face or click wake-up robot enter interactive mode；2) short inquiry interaction is carried out by speech recognition, and carries out interactive mode identification；3) then enter profession interaction intention assessment if it is profession interaction, otherwise enter general intention assessment；4) intelligent interaction of professional interactive mode intention related to universal interaction mode is carried out respectively.Intelligent robot interactive system and method provided by the invention realize that body composition is automatically detected and analyzed using a variety of interactive modes, while being analyzed and being calculated using big data and deep learning algorithm, and interactive accuracy and intelligence degree are improved.
Description
Technical field
The present invention relates to robot fields, are specifically related to a kind of intelligent robot interaction of body composition detection and analysis
System and method.
Background technique
Instantly the problem of social rhythm is getting faster, and working strength is higher and higher, inferior health increasingly annoyings people, year
The ratio of light people is also rising year by year, if everyone understands the body status data of itself in detail, so that it may be directed in time
Supplement corresponding nutrition and exercise to property.Have the detecting instrument for being able to detect body composition in correlative study, can help to use
Family understands own situation.Zoomlion Inbody(is shown in that patent publication No. is the United States Patent (USP) of US20160089082A1) He Baili
It is all proposed very professional body composition measuring instrument up to (European patent for being EP1479341A1 see patent publication No.), is surveyed
Accuracy of measurement is 99.8% or so, but that there are intelligence degrees is low, and interactivity is poor, the high problem of manpower intervention degree.
With the continuous development of artificial intelligence technology and robot technology, intelligent robot development is swift and violent, application field
More and more extensive, intelligent level and the degree that personalizes also are continuously improved, and emerge the high robot of a collection of intelligence degree, such as
Song Cai robot, merchandising machine people, robot, hotel etc..Requirement of the people to detecting instrument at the same time is higher and higher, therefore
Precisely, the body composition intelligent measurement machine Man's Demands of interaction close friend and full-automatic unmanned intervention detection are also got over for a measurement
Come more urgent.
Summary of the invention
The present invention provides one kind for the problem that current human's component detecting instrument intelligence degree is low, interactivity is poor
The intelligent robot interactive system and method for body composition detection and analysis can carry out intelligent people by voice and visual pattern
Machine interaction.
According to an aspect of the present invention, a kind of intelligent robot interactive system of body composition detection and analysis is provided,
It is characterised in that it includes speech recognition module, identifies and is broadcasted for phonetic order；Vision module is used for recognition of face, gender
Identification, age identification etc.；Touch display module, for obtaining user's click information, analysis data displaying etc.；Network communication mould
Block, the communication for each intermodule；Intelligent cloud analysis engine is analyzed for the data of interactive voice and visual interactive module,
Result is obtained using big data and deep learning algorithm intellectual analysis.
Preferably, voice interaction module includes at least one of: jamproof microphone linear array, matrix number at least 2
It is a or more, for obtaining user session information, intelligent cloud analysis engine is uploaded by network communication module, using based on meaning
The deep learning model of figure network carries out speech recognition, semantic understanding and voice contract, can accurately identify user's sending
The different intentions such as greeting, measurement or weather inquiry instruction provide corresponding answer according to different intentions and feed back, give
User preferably experiences.
Preferably, visual interactive module includes at least one of: the wide-angle camera of steady shot, for obtaining user
Face information uploads intelligent cloud analysis engine by network communication module, using deep learning algorithm such as DNN, RNN,
BigGRU etc. carries out recognition of face, gender identification and age identification, can accurately identify customer attribute information, broadcast in conjunction with voice
Report can give the better interactive experience of user.
Preferably, touch display module include at least one of: touch display, for show user's chat message and
Attribute information editor can give the better interactive experience of user in conjunction with voice prompting.
Preferably, network communication module includes at least one of: stablizing the communication module of transmission, for each intermodule
Data transmission.
Preferably, intelligent cloud analysis engine includes at least one of: based on the semantic understanding model for being intended to network, being used
It is instructed in identification user speech and gives correct feedback；Based on the human face recognition model of deep learning algorithm, people for identification
Face, gender and age data.
According to another aspect of the present invention, a kind of intelligent robot interaction side of body composition detection and analysis is provided
Method, which comprises the following steps:
Step 1: robot wakes up interactive mode when detecting that facial image is more than certain threshold value by wide-angle camera,
Perhaps user wakes up the machine that robot enters interactive mode or user's click is in the advertisement carousel page by waking up word
Device people enters interactive mode；
Step 2: user carries out the short inquiry interaction of voice；
Step 3: robot carries out intention assessment to short inquiry sentence by cloud intellectual analysis engine, judges whether to be interactive
Pattern-recognition；
Step 4: if it is profession interaction, switching to professional interactive mode, and carry out intention assessment, and profession interaction intention includes
But be not limited to measurement instruction, chronic diseases management, exercise, face characteristic identification etc.；
Step 5: if not profession interaction, universal interaction mode is switched to, and carry out intention assessment, universal interaction is intended to packet
Include but be not limited to measurement news report, weather inquiry, joke cross-talk etc.；
Step 6: identifying and carry out voice broadcast by speech synthesis after related be intended to, and enter the short inquiry state of voice, waiting
New round interaction.
Compared with prior art, the present invention has following the utility model has the advantages that one, and the present invention uses a variety of intelligent interaction sides
Formula realizes that body composition automatically detects and analysis.Two, the present invention is analyzed and is calculated using big data and artificial intelligence,
Improve interactive accuracy and intelligence degree.Three, intelligent cloud analysis engine can efficiently use big data and big calculation
Power calculates in real time and analyzes and provide the corresponding intelligent recommendation of user.
Detailed description of the invention
Fig. 1 is the overall structure block diagram of intelligent robot interactive system of the present invention.
Fig. 2 is the implementation flow chart of intelligent robot exchange method of the present invention.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with attached drawing to of the invention
The intelligent robot interactive system and embodiment of the method for a kind of body composition detection and analysis are described in detail, but not with any
The form limitation present invention.It should be pointed out that those skilled in the art, several deformations can also be made and changed
Into, such as a kind of intelligent body composition detection robot interactive system and method, intelligent body fat instrument interactive system and method, this
Belong to protection scope of the present invention.
Fig. 1 gives overall system architecture figure.This example includes speech recognition module, identifies and broadcasts for phonetic order
Report；Vision module, for recognition of face, gender identification, age identification etc.；Touch display module clicks letter for obtaining user
Breath, analysis data displaying etc.；Network communication module, the communication for each intermodule；Intelligent cloud analysis engine is handed over for voice
It is mutually analyzed with the data of visual interactive module, obtains result using big data and deep learning algorithm intellectual analysis.
The voice interaction module includes jamproof microphone linear array, matrix number at least two or more, for obtaining
Family dialog information is taken, intelligent cloud analysis engine is uploaded by network communication module, using based on the depth for being intended to network
It practises model and carries out speech recognition, semantic understanding and voice contract, greeting, measurement or the day of user's sending can be accurately identified
The different intentions such as gas inquiry instruction provide corresponding answer and feedback according to different intentions, give user and preferably experience.
The visual interactive module includes that the wide-angle camera of steady shot passes through for obtaining user's face information
Network communication module uploads intelligent cloud analysis engine, carries out face knowledge using deep learning algorithm such as DNN, RNN, BigGRU etc.
Not, gender identification and age identification, can accurately identify customer attribute information, it is more preferable to give user in conjunction with voice broadcast
Interactive experience.
The touch display module includes touch display, for showing user's chat message and attribute information editor,
The better interactive experience of user can be given in conjunction with voice prompting.
The network communication module includes Wifi module, and the data for each intermodule are transmitted.
The intelligent cloud analysis engine includes the semantic understanding model based on intention network, for identification user speech
It instructs and gives correct feedback；Based on the human face recognition model of deep learning algorithm, face, gender and age number for identification
According to.
Fig. 2 gives the implementation process of intelligent robot exchange method.This example supports professional interaction and universal interaction two
Kind mode, specific implementation flow are described in detail below:
Step 1: robot wakes up interactive mode when detecting that facial image is more than certain threshold value by wide-angle camera,
Perhaps user wakes up the machine that robot enters interactive mode or user's click is in the advertisement carousel page by waking up word
Device people enters interactive mode；
Step 2: user carries out the short inquiry interaction of voice；
Step 3: robot carries out intention assessment to short inquiry sentence by cloud intellectual analysis engine, judges whether to be interactive
Pattern-recognition；
Step 4: if it is profession interaction, switching to professional interactive mode, and carry out intention assessment, and profession interaction intention includes
But be not limited to measurement instruction, chronic diseases management, exercise, face characteristic identification etc.；
Step 5: if not profession interaction, universal interaction mode is switched to, and carry out intention assessment, universal interaction is intended to packet
Include but be not limited to measurement news report, weather inquiry, joke cross-talk etc.；
Step 6: identifying and carry out voice broadcast by speech synthesis after related be intended to, and enter the short inquiry state of voice, waiting
New round interaction.
Claims (7)
1. a kind of intelligent robot interactive system of body composition detection and analysis characterized by comprising
1) voice interaction module is identified and is broadcasted for phonetic order；
2) visual interactive module, for recognition of face, gender identification, age identification etc.；
3) touch display module, for obtaining user's click information, analysis data displaying etc.；
4) network communication module, the communication for each intermodule；
Intelligent cloud analysis engine is analyzed for the data of interactive voice and visual interactive module, utilizes big data and depth
It practises algorithm intellectual analysis and obtains result.
2. the intelligent robot interactive system of body composition detection and analysis according to claim 1, it is characterised in that: institute
It states voice interaction module and includes at least one of, jamproof microphone linear array, matrix number at least two or more is used for
User session information is obtained, intelligent cloud analysis engine is uploaded by network communication module, using based on the depth for being intended to network
Learning model carries out speech recognition, semantic understanding and voice contract, can accurately identify the greeting of user's sending, measurement or
The different intentions such as weather inquiry instruction provide corresponding answer and feedback according to different intentions, give the better body of user
It tests.
3. the intelligent robot interactive system of body composition detection and analysis according to claim 1, it is characterised in that: institute
Stating visual interactive module includes at least one of, and the wide-angle camera of steady shot passes through for obtaining user's face information
Network communication module uploads intelligent cloud analysis engine, carries out face knowledge using deep learning algorithm such as DNN, RNN, BigGRU etc.
Not, gender identification and age identification, can accurately identify customer attribute information, it is more preferable to give user in conjunction with voice broadcast
Interactive experience.
4. the intelligent robot interactive system of body composition detection and analysis according to claim 1, it is characterised in that: institute
State touch display module include at least one of, touch display, for showing user's chat message and attribute information editor,
The better interactive experience of user can be given in conjunction with voice prompting.
5. the intelligent robot interactive system of body composition detection and analysis according to claim 1, it is characterised in that: institute
Stating network transmission module includes at least one of, stablizes the communication module of transmission, including but not limited to Wifi, bluetooth, 4G etc.,
Data for each intermodule are transmitted.
6. the intelligent robot interactive system of body composition detection and analysis according to claim 1, it is characterised in that: institute
Stating intelligent cloud analysis engine includes at least one of, based on the semantic understanding model for being intended to network, for identification user's language
Sound instructs and gives correct feedback；Based on the human face recognition model of deep learning algorithm, face, gender and age for identification
Data.
7. a kind of intelligent robot exchange method of body composition detection and analysis, which is characterized in that including following implemented step:
1) interactive mode, Huo Zheyong are waken up when robot detects that facial image is more than certain threshold value by wide-angle camera
Family by wake up word wake up robot enter interactive mode or user click the robot in the advertisement carousel page into
Enter interactive mode；
2) user carries out the short inquiry interaction of voice；
3) robot carries out intention assessment to short inquiry sentence by cloud intellectual analysis engine, judges whether it is that interactive mode is known
Not；
4) if it is profession interaction, switch to professional interactive mode, and carry out intention assessment, profession interaction be intended to include but unlimited
In measurement instruction, chronic diseases management, exercise, face characteristic identification etc.；
5) if not profession interaction, universal interaction mode is switched to, and carry out intention assessment, universal interaction intention includes but not
It is limited to measure news report, weather inquiry, joke cross-talk etc.；
6) it identifies and voice broadcast is carried out by speech synthesis after related be intended to, and enter the short inquiry state of voice, waiting new one
Wheel interaction.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110619889A (en) * | 2019-09-19 | 2019-12-27 | Oppo广东移动通信有限公司 | Sign data identification method and device, electronic equipment and storage medium |
| CN110682297A (en) * | 2019-09-18 | 2020-01-14 | 常州市贝叶斯智能科技有限公司 | Intelligent interaction system and method for indoor guiding robot |
| CN111931605A (en) * | 2020-07-23 | 2020-11-13 | 中核核电运行管理有限公司 | Intelligent monitoring system and method for high-risk operation of nuclear power plant |
| CN112508047A (en) * | 2019-09-13 | 2021-03-16 | 国际商业机器公司 | Generating simulated image training data |
| CN112562734A (en) * | 2020-11-25 | 2021-03-26 | 中检启迪(北京)科技有限公司 | Voice interaction method and device based on voice detection |
| CN111931605B (en) * | 2020-07-23 | 2024-05-14 | 中核核电运行管理有限公司 | Nuclear power plant high-risk operation intelligent monitoring system and method |
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| Publication number | Priority date | Publication date | Assignee | Title |
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