CN108245176A - Based on the interactive contactless psychology detection therapeutic device of Internet of Things, system and method - Google Patents
Based on the interactive contactless psychology detection therapeutic device of Internet of Things, system and method Download PDFInfo
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Abstract
The invention discloses a kind of contactless psychologic status detection treatment system of interactive mode based on Internet of Things and method, including Intelligent psychological condition detection therapeutic device, cloud computing/storage platform, expert end remote intelligent terminal equipment.The Intelligent psychological condition detection therapeutic device is by colourful CCD video camera, infrared thermography, microphone array, sound system, fastener; protect protecgulum; semi-transparent semi-reflecting lens, LCD liquid crystal displays, embedded intelligence control process system and rear cover composition, are supplied to user to use by exclusive or sharing mode.The expert end remote intelligent terminal equipment is remotely being used by marriage counselor and doctor, and information exchange is carried out with user for accessing cloud computing/storage platform.Cloud computing/the storage platform carries out user psychology and physiological information storage and forms big data and analyzed by cloud computing, realizes data sharing and exchange, completes the control and management to whole system, realizes the detection treatment of user psychology situation.
Description
Technical field
The present invention relates to psychology, spirit detection therapy fields, and in particular to a kind of interactive mode based on Internet of Things is contactless
Psychologic status detection therapeutic device, system and method.
Background technology
It is all that people can face various emotional disturbances, interpersonal dispute, workplace pressure or even marriage and family etc. in actual life
More psychological problems if dealt with improperly, can not only influence personal physical and mental health but also bring factor leading to social instability to society.It adjusts
It tables look-up bright, mental disease number of patients in China's leaps to the first more than angiocardiopathy at present.Mental disease is that occur in psychology
It is not detected and is succoured in time during deviation, develop into mental disorder.
According to conservative estimation, China probably has 1.9 hundred million people needing to receive professional psychology detection or psychotherapy in life.
China psychological consultation practitioner only has more than 3000, i.e., only 18 psychologists in every million people, and the existing heart in the U.S.
280,000 people of consultant is managed, there are 550 marriage counselors per a population of one million.In addition, there is master and doctor in China psychologist
Degree less than 2%, and more than 87% U.S. have psychology or PH.D degree.No matter from quality and quantity, China
Much supply falls short of demand by psychologist, is even more to greatly differ from each other compared with developed countries.
In addition, external resident will go to detect and seek help when there are common psychological problems, and domestic is mostly to have occurred
Serious psychological problems or symptom, this is primarily due to domestic resident and thinks that it is a very shameful thing to have psychological problems,
It is reluctant mental clinic or psychological consultation mechanism, and Another reason is distrust of the domestic resident to psychologist, is reluctant
Truth is confided completely or acceptable learning consultant makes house calls.
Also occur that high-tech product, but the disadvantage of this kind of product can be detected with the psychology of human-computer interaction in market segment at present
End is exactly single-unit operation, lacks network support, and degree of intelligence is inadequate, and accuracy and reliability is insufficient, and user must dress
Strange, complicated sensor simultaneously connects mass data line, affects the psychologic status of user to a certain extent, and detection is caused to tie
The inaccuracy of fruit, and such product also lacks psychology and treats more function.
The development of network provides new approach to psychological consultation, but current many on-line consultings can only provide explanation
Feel uncertain, discuss discussion, advise, advise etc. that some primary services, the stringent psychology detection of distance have comparable with treatment
Distance.
Invention content
The purpose of the present invention is provide a kind of interactive mode based on Internet of Things contactless psychologic status inspection regarding to the issue above
Survey therapeutic device, system and method.The expert end remote intelligent terminal equipment is remotely being used by marriage counselor and doctor, is used
Information exchange is carried out in access cloud computing platform and user.The cloud computing platform carries out user psychology and physiological information
Storage forms big data and is analyzed by cloud computing, realizes data sharing and exchange, completes the control and management to whole system,
Realize the detection of user psychology situation, and can be provided according to marriage counselor and the therapeutic scheme of doctor intelligent audio broadcast unit and
The miscellaneous function of intelligence medication reminding unit.
The technical scheme is that：One kind is based on the interactive contactless psychology detection therapeutic device of Internet of Things, including taking the photograph
As equipment, infrared thermography, voice capture device, stereo set, protection protecgulum, partial mirror, display screen, intelligent control
Processor, data transfer equipment and rear cover；
The protection protecgulum, partial mirror, display screen and rear cover are sequentially arranged；Protection protecgulum and rear cover are fastenedly connected；
The picture pick-up device, infrared thermography, voice capture device and stereo set are separately mounted on protection protecgulum,
The intelligent control processor is embedded in rear cover；
Institute's picture pick-up device is used to acquire the vedio data information of user；The infrared thermography is used to acquire user
Body part temperature field vedio data information；The voice capture device is used to acquire the speech data information of user；Institute
Stereo set is stated for playing audio-fequency data information；The semi-transparent semi-reflecting lens are used to be rendered as mirror when display screen is without presentation of information
Son, display screen are then seen by a user when having presentation of information through semi-transparent semi-reflecting lens；The display screen for show video image and
Lteral data information；The data transfer equipment realizes Internet of Things data information exchange for communicating with cloud computing platform
Function；
The intelligent control processor respectively with picture pick-up device, infrared thermography, voice capture device, stereo set,
Display screen connects, including picture pick-up device control module, infrared thermography control module, display screen control module, stereo set
Control module, voice capture device control module, data transfer equipment control module, psychological exam pool intelligent management and assessment analysis
Module, speech detection analysis module, heart rate detection analysis module, breathing detection analysis module, temperature check analysis module, part
Motion detection analysis module and face and countenance detection and analysis module；
The vedio data information of the picture pick-up device control module control picture pick-up device acquisition user；
The infrared thermography control module control infrared thermography acquisition user body parts temperature field video figure
As data information；
The stereo set control module controls stereo set playing audio-fequency data information；
The speech data information of the voice capture device control module control voice collecting device acquisition user；
The display screen control module control display screen shows video image and lteral data information；
The data transfer equipment control module control data transfer equipment communicates with cloud computing platform, realizes Internet of Things
Network data information exchange function；
The speech detection analysis module utilizes acquired speech data information to analyze the relative position of user, to psychology
Test question purpose answers result, Speed variation, intonation variation and volume change；
The heart rate detection analysis module utilizes the heart rate and heart rate of acquired vedio data information analysis user
Variability, women physiological period, and the pulse wave multidate information in acquisition user body parts vedio data information obtains
To blood pressure situation；
The face and countenance test and analyze module according to the vedio data information analysis user's acquired
Expression shape change, face appearance, pupil position and size variation, age and gender；
The activities detection and analysis module is according to the vedio data information analysis user's body part acquired
Minor motion change, action and gesture identification, limb defects and disabled situation；
The temperature check analysis module utilizes acquired body part temperature field vedio data information analysis to use
The face at family and limb temperature field situation of change, and blood oxygen concentration situation of change is obtained according to hot fluid temperature field distribution；
The breathing detection analysis module is used according to the body part temperature field vedio data information analysis acquired
The respiratory rate at family and the change of respiratory state；
The psychology exam pool intelligent management is used to that the update of psychological test exam pool be controlled to select with topic with assessment analysis module
Select and show broadcast mode.
In said program, the intelligent control processor further includes treatment supplementary module；The treatment supplementary module includes
Intelligent audio broadcast unit and intelligence medication reminding unit.
In said program, the picture pick-up device is colourful CCD video camera, for acquiring the color video image data of user
Information.
In said program, the voice capture device is microphone array.
In said program, the display screen is LCD liquid crystal displays.
A kind of psychological condition detecting system based on the interactive contactless psychology detection therapeutic device of Internet of Things described in basis,
Including described based on the interactive contactless psychology detection therapeutic device of Internet of Things, cloud computing platform, expert end remote intelligent terminal
Equipment；
It is described to be put down based on the interactive contactless psychology detection therapeutic device of Internet of Things by data transfer equipment and cloud computing
Platform communicates, and cloud computing platform is connect with expert end remote intelligent terminal equipment, the information data of user is transmitted to described
Expert end remote intelligent terminal equipment；The expert end remote intelligent terminal equipment shows data information figure related to user
Picture.
In said program, the expert end remote intelligent terminal equipment is computer or smart mobile phone.
In said program, the data information image related to user includes：
Represent the image of age, gender, women physiological period, face appearance, limb defects and disabled situation data analysis；
Represent the psychological condition data image gone out based on the answer interpretation of result of psychological test topic；
The image for representing Speed variation curve, the image for representing intonation change curve, the image for representing volume change curve；
Represent the image of respiratory activity；Represent the image that body part minor motion changes；
Represent the image of heart rate curve；
Represent the image of heart rate variability linearity curve；Represent the image of heart rate variability autocorrelator trace；
Represent the image of blood pressure and blood oxygen concentration change curve；
Represent the image of expression shape change；
Represent the image of facial and limb temperature field situation of change image, pupil position and size variation situation；Breathing
The image of rate and respiratory state change curve；
Represent the image that the display of psychological test topic plays；
Represent the image of improvement psychological condition suggestion.
A kind of psychological condition information detecting method according to the psychological condition detecting system includes the following steps：
Step S1, from the physiological data letter that user is obtained based on the interactive contactless psychology detection therapeutic device of Internet of Things
Breath；
Step S2, the physiological information is imported into psychological condition discrimination model and carries out psychological condition automatic discrimination；
Step S3, the psychological condition is differentiated that result and corresponding physiological information are uploaded in cloud computing platform,
One or more expert end remote intelligent terminal equipment of remote access are sent to by the cloud computing platform again；
Step S4, using the expert of the expert end remote intelligent terminal equipment and doctor using shared model, Yong Huke
One or more experts and doctor independently to be selected to interact, and long-range expert and doctor also can simultaneously and multiple users
It is interacted by its respective interactive contactless psychology detection therapeutic device of Internet of Things that is based on, based on Internet of Things interactive mode nothing
The use of contact psychology detection therapeutic device uses exclusive or shared model；
Step S5, described expert and doctor with user by interacting, and the phase sent according to the cloud computing platform
It closes information the psychological condition of user is confirmed or changed；
Step S6, described cloud computing platform establishes proper account to user, by the psychological condition conclusion finally confirmed and
All related data informations are stored.
It is further comprising the steps of in said program：
Step S7, the expert and doctor interacted with user discusses to draft and control jointly according to the psychological condition conclusion of user
Treatment scheme, and therapeutic scheme is sent to the cloud computing platform and is stored；
Step S8, described cloud computing platform periodically sends music, voice and video according to therapeutic scheme to described based on object
The contactless psychology detection therapeutic device of networked interactive formula；
Step S9, it is described to be realized based on the interactive contactless psychology detection therapeutic device of Internet of Things by treating supplementary module
Intelligent medication alert and intelligent audio and video playing.
In said program, the psychological condition discrimination model by feature based relevance principle the integrated learning organization that transfinites
It builds, model parameter is trained determining, involved method using a large number of users physiological information by the cloud computing platform
Flow include following key step：
Feature extraction is carried out to the physiological information of user, and phase is carried out to the feature of acquisition using random forests algorithm
The sequence of closing property is combined based on packed method principle randomly drawing sample and divides feature combination according to relevance principle, ensures phase
For the strong feature of closing property in same combination, the learning machine that transfinites is established in each combination of sample and feature to extraction, is led to
It crosses and establishes multiple independent learning machines that transfinite and be composed the integrated learning machine that transfinites, psychological condition is sentenced through ballot mode
Not.
Compared with prior art, the beneficial effects of the invention are as follows：
1. providing for the present invention is a kind of based on the interactive contactless psychology detection therapeutic device of Internet of Things, to eliminate user
To the nervous sense of discomfort of strange device, it should be designed to home-use based on the interactive contactless psychology detection therapeutic device of Internet of Things
General mirror form, can be installed or placed as general mirror any appropriate area indoors and ambient enviroment arrangement phase
Coordinate, so as to which any psychological impact will not be generated to user.The system can be in the case where user need not wear any device
Acquisition and analysis physiology and psychological condition data, eliminate various wearable sensors and its line to the constraint of user with not
It is suitable, and can interaction be carried out by gesture, voice, user is facilitated to carry out psychology detection and treatment at any time with free interactive mode.
2. the present invention's provides a kind of contactless psychologic status detecting system of interactive mode based on Internet of Things.Numerous institutes
It states and cloud computing platform is accessed by WIFI/4G/ cable networks based on the interactive contactless psychology detection therapeutic device of Internet of Things, it will
The psychological condition of numerous users and corresponding physiological information are uploaded in cloud computing platform, then are sent out by the cloud computing platform
It send to one or more expert end remote intelligent terminal equipment of remote access.The expert end remote intelligent terminal equipment by
The expert and doctor of psychological aspects are remotely using, and information exchange is carried out for accessing cloud computing platform.By cloud computing platform
High efficiency storage and high computing capability, these psychology and physiological informations, which are stored to form big data and go forward side by side to rack to calculate, divides
Analysis realizes data sharing and exchange, completes the control and management to whole system.It is described to be based on the interactive contactless heart of Internet of Things
Reason detection therapeutic device uses and the participation of marriage counselor and doctor are using exclusive or shared model, and dedicated mode is supplied to spy
Different user, and ordinary user then uses shared model, shared model had both effectively been eliminated based on the interactive contactless heart of Internet of Things
Reason detection therapeutic device quantity and price limit, and solve well educated China, qualified marriage counselor and doctor's quantity
Insufficient, Area distribution unevenness problem.
3. the detection method for providing user psychology situation of the present invention.It is described to be based on the interactive contactless psychology of Internet of Things
Detect therapeutic device obtain user physiological information after, by the physiological information import psychological condition discrimination model into
Row psychological condition automatic discrimination, the psychological condition discrimination model by feature based relevance principle the integrated learning organization that transfinites
It builds, model parameter is trained determining, involved method using a large number of users physiological information by the cloud computing platform
Flow include following key step：Feature extraction is carried out, and utilize random forests algorithm pair to the physiological information of user
The feature of acquisition carries out relevance ranking, is combined based on packed method principle randomly drawing sample and is divided according to relevance principle
Feature combines, and ensures the strong feature of correlation in same combination, each combination of sample and feature to extraction establishes one
A learning machine that transfinites is composed the integrated learning machine that transfinites, through mode pair of voting by establishing multiple independent learning machines that transfinite
Psychological condition is differentiated.It is described that psychological condition is differentiated by result based on the interactive contactless psychology detection therapeutic device of Internet of Things
Be uploaded to cloud computing platform with corresponding physiological information, then by the cloud computing platform be sent to one of remote access or
More expert end remote intelligent terminal equipment, using the expert of the expert end remote intelligent terminal equipment and doctor using special
Category or shared model, user can independently select one or more experts and doctor to interact, and long-range expert and doctor
It is raw also therapeutic device to be detected by its respective interactive contactless psychology of Internet of Things that is based on one or more users simultaneously
It interacts, marriage counselor and doctor with user by interacting, and the relevant information sent according to the cloud computing platform
The psychological condition of user is confirmed or changed.The cloud computing platform establishes proper account to user, by what is finally confirmed
Psychological condition conclusion and all related data informations are stored.
It is controlled 4. the marriage counselor and doctor that are interacted with user can be discussed to draft jointly according to the psychologic status of user
Treatment scheme, and therapeutic scheme is sent to the cloud computing platform and is stored, the therapeutic scheme include periodically with it is described specially
Family and doctor implement cognition, behavior therapy, hypnosis, the interactive therapy for improving mood；It can basis by the cloud computing platform
Therapeutic scheme intelligence periodically sends relevant musical, voice and video is controlled to described based on the interactive contactless psychology detection of Internet of Things
Device is treated, the intelligent audio based on the interactive contactless psychology detection therapeutic device treatment supplementary module of Internet of Things plays single
Member has the function of timing audio and video playing；The Intellectual garment based on the interactive contactless psychology detection therapeutic device of Internet of Things
Medicine reminding unit carries out user according to therapeutic scheme the function of intelligent reminding.
Description of the drawings
Fig. 1 is the apparatus structure schematic diagram of an embodiment of the present invention；
Fig. 2 is the system entire block diagram of an embodiment of the present invention.
In figure, 1 colourful CCD video camera, 2 infrared thermographies, 3 microphone arrays, 4 stereo sets, 5 fasteners, 6 protections
Protecgulum, 7 partial mirrors, 8LCD liquid crystal displays, 9 rear covers.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and detailed description, but protection scope of the present invention
It is not limited to this.
It is of the present invention that therapeutic device is detected based on the interactive contactless psychology of Internet of Things, including picture pick-up device, infrared heat
Imager 2, voice capture device, stereo set 4, protection protecgulum 6, partial mirror 7, display screen, intelligent control processor, number
According to transmission equipment and rear cover 9.
The protection protecgulum 6, partial mirror 7, display screen and rear cover 9 are sequentially arranged；Protection protecgulum 6 and rear cover 9 pass through
Fastener 5 is fastenedly connected.The picture pick-up device, infrared thermography 2, voice capture device and stereo set 4 are separately mounted to
It protects on protecgulum 6.The intelligent control processor is embedded in rear cover 9.
Institute's picture pick-up device is used to acquire the vedio data information of user；The infrared thermography 2 is used for acquiring
Family body part temperature field vedio data information；The voice capture device is used to acquire the speech data information of user；
The stereo set 4 is used for playing audio-fequency data information；
The semi-transparent semi-reflecting lens 7 are for being rendered as mirror when display screen is without presentation of information, when display screen has presentation of information
Then it is seen by a user through semi-transparent semi-reflecting lens 7；The display screen is used to show video image and lteral data information；Data transmit
Equipment realizes Internet of Things data information exchange function for communicating with cloud computing platform.
The intelligent control processor respectively with picture pick-up device, infrared thermography 2, voice capture device, stereo set
4th, display screen connects, and is set including picture pick-up device control module, infrared thermography control module, display screen control module, sound equipment
Standby control module, voice capture device control module, data transfer equipment control module, psychological exam pool intelligent management and evaluation point
Analyse module, speech detection analysis module, heart rate detection analysis module, breathing detection analysis module, temperature check analysis module, office
Portion's motion detection analysis module, face and countenance detection and analysis module and treatment supplementary module.
The vedio data information of the picture pick-up device control module control picture pick-up device acquisition user.
The infrared thermography control module control infrared thermography 2 acquires user body parts temperature field video figure
As data information.
The stereo set control module controls 4 playing audio-fequency data information of stereo set.
The speech data information of the voice capture device control module control voice collecting device acquisition user.
The display screen control module control display screen shows video image and lteral data information.
The data transfer equipment control module control data transfer equipment communicates with cloud computing/storage platform, real
Existing Internet of Things data information exchange function.
The speech detection analysis module utilizes acquired speech data information to analyze the relative position of user, to psychology
Test question purpose answers result, Speed variation, intonation variation and volume change.
The heart rate detection analysis module utilizes the heart rate and heart rate of acquired vedio data information analysis user
Variability, women physiological period, and the pulse wave multidate information in acquisition user body parts vedio data information obtains
To blood pressure situation.
The face and countenance test and analyze module according to the vedio data information analysis user's acquired
Expression shape change, face appearance, pupil position and size variation, age, gender.
The activities detection and analysis module is according to the vedio data information analysis user's body part acquired
Minor motion change, action and gesture identification, limb defects and disabled situation.
The temperature check analysis module utilizes acquired body part temperature field vedio data information analysis to use
The face and limb temperature field situation of change at family simultaneously obtain blood oxygen concentration situation of change according to hot fluid temperature field distribution.
The breathing detection analysis module is used according to the body part temperature field vedio data information analysis acquired
The respiratory rate at family and the change of respiratory state.
The psychology exam pool intelligent management is used to that the update of psychological test exam pool be controlled to select with topic with assessment analysis module
Select and show broadcast mode.
The treatment supplementary module；The treatment supplementary module includes intelligent audio broadcast unit and intelligent medication alert list
Member.
Preferably, the picture pick-up device is colourful CCD video camera 1, for acquiring the color video image data of user letter
Breath.
The voice capture device is microphone array 3.The data transfer equipment uses wirelessly or non-wirelessly transmission mode,
Preferably WIFI or 4G.The display screen is LCD liquid crystal displays 8.
Preferably, the appearance composition of the present invention based on the interactive contactless psychology detection therapeutic device of Internet of Things is as schemed
Shown in 1, it is preferred that be designed to have the general mirror form of 60cmX80cm rectangular outer frames, can be installed as general mirror
Or place any appropriate area indoors.It is described that therapeutic device is detected by colored CCD based on the interactive contactless psychology of Internet of Things
Video camera 1, infrared thermography 2, microphone array 3, stereo set 4, fastener 5, protection protecgulum 6, partial mirror 7, LCD
Liquid crystal display 8, embedded intelligence control processor and rear cover 9 form.Pass through the colour that image resolution ratio is 2,000,000 pixels
CCD camera 1 acquires the color video image data information of user；Temperature resolution is 0.025 DEG C of the infrared thermal imaging
Instrument 2 acquires user body parts temperature field vedio data information；Four capacitive microphone matrixes are arranged to make up described
Microphone array 3 acquires user's clearly speech data information by eliminating ambient background noise；By middle woofer and height
The stereo set 4 of sound loudspeaker composition is used for playing audio-fequency data information；32 cun of image resolution ratios are 1920X1080 pixels
The LCD liquid crystal displays 8 are used to show video image and lteral data information；The semi-transparent semi-reflecting lens 7 are used in the LCD liquid crystal
Screen 8 without presentation of information when present general mirror effect, the LCD liquid crystal displays 8 have can then be penetrated during presentation of information it is described semi-transparent
Semi-reflective mirror 7 is seen by user；The intelligent control processor forms an entirety embedded in 9 inside of rear cover, for being adopted to data
Collection equipment, data show that playback equipment, the network equipment are controlled, and data information is analyzed and processed.
As shown in Fig. 2, the psychological condition of the present invention based on the interactive contactless psychology detection therapeutic device of Internet of Things
Detecting system includes described long-range based on the interactive contactless psychology detection therapeutic device of Internet of Things, cloud computing platform, expert end
Intelligent terminal；It is described that data transfer equipment and cloud meter are passed through based on the interactive contactless psychology detection therapeutic device of Internet of Things
It calculates platform to communicate, cloud computing platform is connect with expert end remote intelligent terminal equipment, and the information data of user is transmitted to
The expert end remote intelligent terminal equipment；The expert end remote intelligent terminal equipment shows data information related to user
Image.
System hardware is mainly made of ARM family chips as intelligent control processor and peripheral circuit, for controlling
Acquisition and storage of the microphone array 3 to speech data information are stated, utilizes the opposite position of acquired speech data analysis user
It puts, the answer result to psychological test topic, Speed variation, intonation change, volume change.Control the colourful CCD video camera 1
Acquisition and storage to vedio data information utilize acquired coloured image video information to analyze the heart rate and the heart of user
Rate variability, age, gender, women physiological period, face appearance, limb defects and disabled situation, expression shape change, body part are micro-
Little trick change, blood pressure and blood oxygen concentration variation, action and gesture identification.The infrared thermography 2 is controlled to body part
The acquisition and storage of temperature field image video information, analyze user face and limb temperature field situation of change, pupil position and
The change of size variation, respiratory rate and respiratory state.Control broadcasting of the stereo set 4 to audio data information.Control institute
State display and broadcasting of the LCD liquid crystal displays 8 to video image and lteral data information.Control WIFI/4G/ cable data transmission equipments
Open and close, network communication and upload and download data information, realize and psychological test exam pool be updated and topic
Selection.The expert end remote intelligent terminal equipment is remotely being used by the expert and doctor of psychological aspects, by accessing based on cloud
It calculates platform and carries out information exchange, may be selected from one in following device：Tablet/laptop, smart mobile phone, PC machine can be shown
Show data information image related to user, specifically include：Represent that age, gender, women physiological period, face appearance, limbs lack
The image of sunken and disabled situation data analysis；Represent the psychological condition data figure gone out based on the answer interpretation of result of psychological test topic
Picture；The image for representing Speed variation curve, the image for representing intonation change curve, the image for representing volume change curve；It represents
The image of respiratory activity；Represent the image that body part minor motion changes；Represent the image of heart rate curve；Represent heart rate variability
The image of linearity curve；Represent the image of heart rate variability autocorrelator trace；Represent the image of blood pressure and blood oxygen concentration change curve；
Represent the image of expression shape change；Represent image, pupil position and the size variation situation of face and limb temperature field situation of change
Image；The image of respiratory rate and respiratory state change curve；Represent the image that the display of psychological test topic plays；It represents to improve
The image of psychological condition suggestion.
Interactive mode had both referred to the interaction between user and the interactive contactless psychology detection therapeutic device based on Internet of Things,
Refer to the interaction between user and long-range exclusive or shared marriage counselor and doctor again.
The contactless nothing both referred between user and the interactive contactless psychology detection therapeutic device based on Internet of Things connects
Data information acquisition is touched, and refers to the contactless long-distance video speech exchange between user and marriage counselor and doctor.
Psychological condition information detecting method of the present embodiment based on the psychological condition detecting system, includes the following steps：
Step S1, from the physiological data letter that user is obtained based on the interactive contactless psychology detection therapeutic device of Internet of Things
Breath；
Step S2, the physiological information is imported into psychological condition discrimination model and carries out psychological condition automatic discrimination；
Step S3, the psychological condition is differentiated that result and corresponding physiological information are uploaded in cloud computing platform,
One or more expert end remote intelligent terminal equipment of remote access are sent to by the cloud computing platform again；
Step S4, using the expert of the expert end remote intelligent terminal equipment and doctor using shared model, Yong Huke
One or more experts and doctor independently to be selected to interact, and long-range expert and doctor also can simultaneously and multiple users
It is interacted by its respective interactive contactless psychology detection therapeutic device of Internet of Things that is based on, based on Internet of Things interactive mode nothing
The use of contact psychology detection therapeutic device uses exclusive or shared model；
Step S5, described expert and doctor with user by interacting, and the phase sent according to the cloud computing platform
It closes information the psychological condition of user is confirmed or changed；
Step S6, described cloud computing platform establishes proper account to user, by the psychological condition conclusion finally confirmed and
All related data informations are stored；
Step S7, the expert and doctor interacted with user discusses to draft and control jointly according to the psychological condition conclusion of user
Treatment scheme, and therapeutic scheme is sent to the cloud computing platform and is stored；
Step S8, described cloud computing platform periodically sends music, voice and video according to therapeutic scheme to described based on object
The contactless psychology detection therapeutic device of networked interactive formula；
Step S9, it is described to be realized based on the interactive contactless psychology detection therapeutic device of Internet of Things by treating supplementary module
Intelligent medication alert and intelligent audio and video playing.
Psychological condition discrimination model in the step S2 by feature based relevance principle the integrated learning organization that transfinites
It builds, model parameter is trained determining, the stream of involved method using a large number of users physiological information by cloud computing platform
Journey includes following key step：
(1) feature extraction is carried out to the physiological information of user；
(2) relevance ranking is carried out to the feature of acquisition using random forests algorithm；
(3) it combines based on packed method principle randomly drawing sample and divides feature combination according to relevance principle, ensure
The strong feature of correlation is in same combination；
(4) learning machine that transfinites is established to each combination of the sample of extraction and feature, by establishing N (wherein, N>
1) a independent learning machine that transfinites is composed the integrated learning machine that transfinites, and psychological condition is differentiated through ballot mode.
By the present invention, the multidigit expert and doctor interacted with user discusses to draft and control jointly according to the psychological condition of user
Treatment scheme, and therapeutic scheme is sent to cloud computing platform and is stored；User using it is described based on Internet of Things interactive mode without connecing
Touch psychology detection therapeutic device periodically recognized according to therapeutic scheme with the expert and doctor, behavior therapy, hypnosis, raising
The interactive therapy of mood；The cloud computing platform intelligently sends relevant musical, voice and video to the base by therapeutic scheme
It is controlled in the interactive contactless psychology detection therapeutic device of Internet of Things, then by described based on the interactive contactless psychology detection of Internet of Things
Treat requirement automatic playing audio-video of the device by the therapeutic scheme；It is described to be based on Internet of Things to needing the user of drug therapy
Interactive contactless psychology detection therapeutic device takes medicine on time to treat according to therapeutic scheme to user carries out intelligent reminding.
Those listed above is a series of to be described in detail illustrating only for possible embodiments of the invention,
They are not to limit the scope of the invention, all equivalent embodiments made without departing from skill spirit of the present invention or change
It should all be included in the protection scope of the present invention.
Claims (10)
1. based on the interactive contactless psychology detection therapeutic device of Internet of Things, which is characterized in that including picture pick-up device, infrared heat into
At instrument (2), voice capture device, stereo set (4), protection protecgulum (6), partial mirror (7), display screen, intelligent control
Manage device, data transfer equipment and rear cover (9)；
The protection protecgulum (6), partial mirror (7), display screen and rear cover (9) are sequentially arranged；Protect protecgulum (6) and rear cover
(9) it is fastenedly connected；
The semi-transparent semi-reflecting lens (7) are for being rendered as mirror when display screen is without presentation of information, when display screen has a presentation of information then
It is seen by a user through semi-transparent semi-reflecting lens (7)；
The intelligent control processor respectively with picture pick-up device, infrared thermography (2), voice capture device, stereo set
(4), display screen connects, including picture pick-up device control module, infrared thermography control module, display screen control module, sound equipment
Device control module, voice capture device control module, data transfer equipment control module, psychological exam pool intelligent management and evaluation
Analysis module, speech detection analysis module, heart rate detection analysis module, breathing detection analysis module, temperature check analysis module,
Activities test and analyze module and face and countenance detection and analysis module；
The vedio data information of the picture pick-up device control module control picture pick-up device acquisition user；The infrared thermal imaging
Instrument control module control infrared thermography (2) acquires user body parts temperature field vedio data information；The sound equipment
Device control module controls stereo set (4) playing audio-fequency data information；The voice capture device control module control voice
Collecting device acquires the speech data information of user；The display screen control module control display screen shows video image and word
Data information；The data transfer equipment control module control data transfer equipment communicates with cloud computing platform, realizes object
Networking data information exchange function；The speech detection analysis module utilizes the phase of acquired speech data information analysis user
To the answer result of position, psychological test topic, Speed variation, intonation variation and volume change；The heart rate detection analyzes mould
Block utilizes the acquired heart rate of vedio data information analysis user and heart rate variability, women physiological period, and according to adopting
Pulse wave multidate information in collection user body parts vedio data information obtains blood pressure situation；The face and face
Portion's expression tests and analyzes module according to the expression shape change of vedio data information analysis user, face appearance, pupil acquired
Hole site and size variation, age and gender；The activities test and analyze module according to the vedio data acquired
The minor motion change of information analysis user's body part, action and gesture identification, limb defects and disabled situation；The body temperature inspection
Survey face and limb temperature that analysis module utilizes acquired body part temperature field vedio data information analysis user
Field situation of change, and blood oxygen concentration situation of change is obtained according to hot fluid temperature field distribution；The breathing detection analysis module according to
The respiratory rate of body part temperature field vedio data information analysis user acquired and the change of respiratory state；The heart
The update that reason exam pool intelligent management is used to control psychological test exam pool with assessment analysis module selects and shows broadcasting side with topic
Formula.
It is 2. according to claim 1 based on the interactive contactless psychology detection therapeutic device of Internet of Things, which is characterized in that institute
It states intelligent control processor and further includes treatment supplementary module；The treatment supplementary module includes intelligent audio broadcast unit and intelligence
Medication alert unit.
It is 3. according to claim 1 based on the interactive contactless psychology detection therapeutic device of Internet of Things, which is characterized in that institute
Picture pick-up device is stated as colourful CCD video camera (1), for acquiring the color video image data information of user.
It is 4. according to claim 1 based on the interactive contactless psychology detection therapeutic device of Internet of Things, which is characterized in that institute
Display screen is stated as LCD liquid crystal displays (8).
5. a kind of psychological condition inspection according to claim 2 based on the interactive contactless psychology detection therapeutic device of Internet of Things
Examining system, which is characterized in that including it is described based on the interactive contactless psychology detection therapeutic device of Internet of Things, cloud computing platform,
Expert end remote intelligent terminal equipment；
It is described based on the interactive contactless psychology detection therapeutic device of Internet of Things by data transfer equipment and cloud computing platform into
Row communication, cloud computing platform are connect with expert end remote intelligent terminal equipment, and the information data of user is transmitted to the expert
Hold remote intelligent terminal equipment；The expert end remote intelligent terminal equipment shows data information image related to user.
6. the psychological condition detection system according to claim 5 based on the interactive contactless psychology detection therapeutic device of Internet of Things
System, which is characterized in that the expert end remote intelligent terminal equipment is computer or smart mobile phone.
7. the psychological condition detection system according to claim 5 based on the interactive contactless psychology detection therapeutic device of Internet of Things
System, which is characterized in that the data information image related to user includes：
Represent the image of age, gender, women physiological period, face appearance, limb defects and disabled situation data analysis；
Represent the psychological condition data image gone out based on the answer interpretation of result of psychological test topic；
The image for representing Speed variation curve, the image for representing intonation change curve, the image for representing volume change curve；
Represent the image of respiratory activity；Represent the image that body part minor motion changes；
Represent the image of heart rate curve；
Represent the image of heart rate variability linearity curve；Represent the image of heart rate variability autocorrelator trace；
Represent the image of blood pressure and blood oxygen concentration change curve；
Represent the image of expression shape change；
Represent the image of facial and limb temperature field situation of change image, pupil position and size variation situation；Respiratory rate and
The image of respiratory state change curve；
Represent the image that the display of psychological test topic plays；
Represent the image of improvement psychological condition suggestion.
8. a kind of psychological condition information detecting method based on psychological condition detecting system described in claim 5, which is characterized in that
Include the following steps：
Step S1, from the physiological information that user is obtained based on the interactive contactless psychology detection therapeutic device of Internet of Things；
Step S2, the physiological information is imported into psychological condition discrimination model and carries out psychological condition automatic discrimination；
Step S3, the psychological condition is differentiated that result and corresponding physiological information are uploaded in cloud computing platform, then by
The cloud computing platform is sent to one or more expert end remote intelligent terminal equipment of remote access；
Step S4, using the expert of the expert end remote intelligent terminal equipment and doctor using shared model, user can be certainly
It is main that one or more experts and doctor is selected to interact, and long-range expert and doctor can also pass through with multiple users simultaneously
Its respective interactive contactless psychology detection therapeutic device of Internet of Things that is based on interacts, contactless based on Internet of Things interactive mode
The use of psychology detection therapeutic device uses exclusive or shared model；
Step S5, described expert and doctor with user by interacting, and the related letter sent according to the cloud computing platform
Breath is confirmed or is changed to the psychological condition of user；
Step S6, described cloud computing platform establishes proper account to user, by the psychological condition conclusion finally confirmed and owns
Related data information is stored.
9. the psychological condition information detecting method of psychological condition detecting system according to claim 8, which is characterized in that also wrap
Include following steps：
Step S7, the expert and doctor interacted with user discusses proposed treatment side jointly according to the psychological condition conclusion of user
Case, and therapeutic scheme is sent to the cloud computing platform and is stored；
Step S8, described cloud computing platform periodically sends music, voice and video according to therapeutic scheme to described based on Internet of Things
Interactive contactless psychology detection therapeutic device；
Step S9, it is described that intelligence is realized by treating supplementary module based on the interactive contactless psychology detection therapeutic device of Internet of Things
Medication alert and intelligent audio and video playing.
10. the psychological condition information detecting method of psychological condition detecting system according to claim 9, which is characterized in that institute
Integrated transfinite learning machine structure of the psychological condition discrimination model by feature based relevance principle is stated, model parameter is by the cloud
Computing platform is trained determining using a large number of users physiological information, and the flow of involved method includes following main step
Suddenly：
Feature extraction is carried out to the physiological information of user, and correlation is carried out to the feature of acquisition using random forests algorithm
Sequence is combined based on packed method principle randomly drawing sample and divides feature combination according to relevance principle, ensures correlation
Strong feature is in same combination, and the learning machine that transfinites is established in each combination of sample and feature to extraction, by building
It founds multiple independent learning machines that transfinite and is composed the integrated learning machine that transfinites, psychological condition is differentiated through ballot mode.
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