CN108777171A - A kind of method and device of evaluation and test state of feeling - Google Patents
A kind of method and device of evaluation and test state of feeling Download PDFInfo
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- CN108777171A CN108777171A CN201810575310.4A CN201810575310A CN108777171A CN 108777171 A CN108777171 A CN 108777171A CN 201810575310 A CN201810575310 A CN 201810575310A CN 108777171 A CN108777171 A CN 108777171A
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/12—Audiometering
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/40—Detecting, measuring or recording for evaluating the nervous system
- A61B5/4005—Detecting, measuring or recording for evaluating the nervous system for evaluating the sensory system
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4824—Touch or pain perception evaluation
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
Abstract
The present invention provides a kind of method and devices of evaluation and test state of feeling, wherein this method includes:It obtains and feels evaluation and test scheme, based on the feeling evaluation and test scheme, key instruction is exported to user, and acquire the respondent behavior made by user response key instruction, feel that evaluation and test scheme is determined according to user base information, the user base information includes below at least two:Age, gender, height and weight determine that the evaluation result of user, evaluation result include following at least one result according to the respondent behavior of user:Reaction result to eyesight evaluation and test, the reaction result to hearing evaluation and test, reaction result, the reaction result to deep sensory evaluation and test and the reaction result to synaesthesia evaluation and test to superficial sensibility evaluation and test, reaction result includes following at least one result:There is reaction, reactionless and uncertain.The embodiment of the present invention feels evaluation result by analyzing user, whether there is sensory disturbance to judge whether children develop normal and detected person.
Description
Technical field
The present invention relates to user behavior data processing technology fields, in particular to a kind of side of evaluation and test state of feeling
Method and device.
Background technology
Feel to be reflection of the objective stimulation to things individual attribute caused by sense organ.It is mainly manifested in two
A aspect:
First, feel to be a kind of directly reflection, it requires objective things to directly act on the sense organ of people.From spatially,
Feel reflected things, is the range that the sense organ of people directly touches;From the time, feel reflected object be at this time this
It carves and is operated upon by the things of sense organ, rather than in the past or the things in future.
Secondly, feel that is reflected is the individual attribute of objective things, and any type feeling is all that brain is individual to things
The reflection of attribute.It includes external sensation to feel and reflection body each section itself moves or the variation of internal's generation, external
Feeling includes five kinds of vision, the sense of hearing, smell, the sense of taste and dermal sensation.By analyzing reaction of the human body to various feelings, use can be evaluated and tested
Whether family feels obstacle.
Invention content
In view of this, the purpose of the present invention is to provide a kind of method and apparatus of evaluation and test state of feeling, to check children
Whether develop normal and detected person and whether there is sensory disturbance.
In a first aspect, an embodiment of the present invention provides a kind of methods of evaluation and test state of feeling, wherein feel to comment including obtaining
Survey scheme;
Based on the feeling evaluation and test scheme, key instruction is exported to user, and acquire made by user response key instruction
Respondent behavior;Feel evaluation and test scheme be to be determined according to user base information, the user base information include it is below extremely
It is two few:Age, gender, height and weight;
According to the respondent behavior of user, the evaluation result of user is determined;The evaluation result includes following at least one knot
Fruit:There is reaction, reactionless or uncertain to eyesight evaluation and test, whether field range is normal, and can vision and other feelings make together
With, if normally whether hobby is watched attentively with remaining light, and whether eye contact is normal, and can vision participate in perceiving, stare, whether vision
Easily divert one's attention, if having vision avoidance, if having photoresponse, if having abnormal vision concern, have reaction, without anti-to hearing evaluation and test
It answers or does not know, if can hear the sound that ordinary person does not hear, if hear different size of sound, if there is startle reaction,
Whether auditory localization is normal, and whether name reaction is normal, if the sense of hearing is divert one's attention, if there are sense of hearing avoidance, self thorns of the sense of hearing
Swash, whether have reaction to known sound, have reaction, reactionless or uncertain to smell evaluation and test, has reaction, nothing to sense of taste evaluation and test
Reaction is uncertain, has reaction, reactionless or uncertain to pain evaluation and test, has reaction, reactionless or uncertain to temperature evaluation and test,
There is reaction, reactionless or uncertain to touching evaluation and test, has reaction, reactionless or uncertain to cinesthesia evaluation and test, seismesthesia is commented
Survey has reaction, reactionless or uncertain, has reaction, reactionless or uncertain to topesthesia evaluation and test, to stereognosis evaluation and test have reaction,
It is reactionless or uncertain, have reaction, reactionless or uncertain to seismesthesia evaluation and test, to figure feel evaluation and test have reaction, it is reactionless or
It is uncertain, there is reaction, reactionless or uncertain to two point discrimination evaluation and test, evaluation and test, which has reaction, reactionless or not really, is felt to positioning
It is fixed, evaluation and test, which has reaction, reactionless or uncertain, is felt to weight.
With reference to first aspect, an embodiment of the present invention provides the first possible embodiments of first aspect, wherein institute
It states and feels that evaluation and test scheme includes that evaluation and test feels that scene scheme and evaluation and test feel acquisition scheme;
Evaluation and test feels that scene scheme includes scene participation form, scenic themes and scene stage property;The scene participation form
Including accompanying or independently participating in;The scenic themes include following at least one theme:Eyesight evaluation and test, hearing evaluation and test, smell are commented
It surveys, sense of taste evaluation and test, pain evaluation and test, temperature evaluation and test, touch evaluation and test, cinesthesia evaluation and test, topesthesia evaluation and test, seismesthesia evaluation and test, entity
Feel that evaluation and test, figure feel that evaluation and test, two point discrimination evaluation and test, positioning feel that evaluation and test is felt in evaluation and test, weight;
Evaluation and test feels that acquisition scheme includes following any one or more:Video acquisition, audio collection and sensor signal
Acquisition;
Or, evaluation and test feels that acquisition scheme includes following one or more:Limb action acquisition, speech intonation acquisition and face
Expression acquires.
The possible embodiment of with reference to first aspect the first, an embodiment of the present invention provides second of first aspect
Possible embodiment, wherein according to the respondent behavior of user, determine that the evaluation result of user includes:
User behavior video is generated by video capture device;
Limb action track and the face of user are determined according to the similarity of picture and reference picture in user behavior video
Expression shape change situation;
The reference picture prestores in the processor;
The evaluation result of user is determined according to the limb action track of user and facial expression shape change situation;
According to the respondent behavior of user, determine that the evaluation result of user includes:
User behavior audio is generated by audio collecting device;
Determine user's according to the similarity of audio signal frequency spectrum and reference audio signal spectrum in user behavior audio
Speech intonation situation of change;
The reference audio signal prestores in the processor;
The evaluation result of user is determined according to the speech intonation situation of change of user.
The possible embodiment of with reference to first aspect the first, an embodiment of the present invention provides the third of first aspect
Possible embodiment, wherein according to the respondent behavior of user, determine that the evaluation result of user includes:
User behavior video is generated by video capture device;
Limb action track and the face of user are determined according to the similarity of picture and reference picture in user behavior video
Expression shape change situation;
The reference picture prestores in the processor;
The evaluation result of user is determined according to the limb action track of user and facial expression shape change situation;
According to the respondent behavior of user, determine that the evaluation result of user includes:
User behavior audio is generated by audio collecting device;
Determine user's according to the similarity of audio signal frequency spectrum and reference audio signal spectrum in user behavior audio
Speech intonation situation of change;
The reference audio signal prestores in the processor;
The evaluation result of user is determined according to the speech intonation situation of change of user.
An embodiment of the present invention provides the third possible embodiments of first aspect, wherein according to the response of user
Behavior determines that the evaluation result of user includes:
The respondent behavior that user is obtained by the camera of different angle, to generate multiple user behavior videos;
It is static images group by multiple user behavior Video Quality Metrics;
Static images group is compressed, the first picture group is obtained;
By compressed picture gray processing, second picture group is obtained;
The tonal gradation for comparing each frame picture and each frame reference picture in second picture group obtains two width picture ashes
Spend the different pixel number of grade;
Calculate each frame picture overall gray level difference average in second picture group, the overall gray level difference average
For the sum of picture in the summation divided by second picture group of the gray difference average per pictures in second picture group;It is described
Gray difference average is the result of the different pixel number purpose summations divided by reference picture quantity of tonal gradation;
According to the similarity grade classification rule of setting, the picture obtained corresponding to overall gray level difference average is similar
Degree;
The limb action track of user and facial expression shape change situation are determined according to picture similarity;
The evaluation result of user is determined according to the limb action track of user and facial expression shape change situation;
According to the respondent behavior of user, determine that the evaluation result of user further includes:
The respondent behavior that user is obtained by the audio collecting device of different angle, to generate multiple audio user signals;
To collected audio user signal extraction audio signal frequency spectrum;
Identify the crest location of audio signal frequency spectrum;
The corresponding characteristic value of each crest location and time point are obtained, audio user letter is obtained according to each characteristic value and time point
Number first time sequence;
First time sequence and the second time series are compared, audio user signal and reference audio are obtained according to comparing result
The similarity of signal;Second time series is the time series of reference audio signal;
The speech intonation situation of change of user is determined according to audio signal similarity;
The evaluation result of user is determined according to the speech intonation situation of change of user.
An embodiment of the present invention provides the 4th kind of possible embodiments of first aspect, wherein is believed according to user base
Breath determines corresponding feeling evaluation and test scheme;User base information includes age, height, gender and weight;
The feeling evaluation and test scheme further includes corresponding feeling scene scheme, feels that scene scheme includes real scene or void
Quasi- scene is accompanied or independence, stage property;
The feeling evaluation and test scheme further includes corresponding feeling acquisition scheme, feels that acquisition scheme includes acquisition column;It is described
Acquire column on include multiple video capture devices, sound collection equipment, audio playing device and video playback apparatus,
The feeling evaluation and test scheme, including accompany or independent scene in, test reaction when capturing stage property and use
Stage property contacts reaction when skin;
The position of different angle, acquisition user difference angle when contacting stage property is arranged in scene in the video capture device
Body action, expression under degree, body action, expression when with stage property touching skin;
The position of different angle, acquisition user difference angle when contacting stage property is arranged in scene in the sound collection equipment
Sound under degree touches sound when skin with stage property;
The position of different angle is arranged in scene in the audio playing device, plays audio prompt and guides user in scene
Interior behavior;
The position of different angle is arranged in scene in the video playback apparatus, plays visual prompts and guides user in scene
Interior behavior;
Second aspect, the embodiment of the present invention additionally provide a kind of device of evaluation and test state of feeling, are applied to such as claim
1-5 any one of them methods, which is characterized in that the device includes:It evaluates and tests room main body and adopting in evaluation and test room main body is set
Collect module, reminding module and processor, processor is electrically connected with acquisition module, reminding module respectively;
The acquisition module is used to acquire the respondent behavior made by the user response key instruction in evaluation and test room main body, and
Collected respondent behavior is sent to processor;
The user that the reminding module is used for into evaluation and test room main body sends out key instruction;
The processor, for executing corresponding action according to method as described in any one in claim 1-5.
In conjunction with second aspect, an embodiment of the present invention provides the first possible embodiments of second aspect, wherein institute
It includes sound collection equipment and/or video capture device and/or sensor collecting device to state acquisition module;
The reminding module includes audio playing device and/or video playback apparatus and/or word indicating equipment;
The sound collection equipment includes microphone and recorder;
The video capture device includes camera, video recorder and imaging sensor;
The audio playing device includes broadcast, speaker and loud speaker;
The video playback apparatus includes television set, computer and interaction screen;
The word indicating equipment includes notice board, symbol word marking;
The sensor collecting device includes photosensitive sensor, acoustic sensor, gas sensor, chemical sensor;
The problem of interaction screen includes main interaction screen and auxiliary interaction screen, and main interaction screen according to system for providing, with
User carries out human-computer interaction;Auxiliary interaction screen is for assisting human-computer interaction.
In conjunction with the first possible embodiment of second aspect, an embodiment of the present invention provides second of second aspect
Possible embodiment, wherein the evaluation and test room main body is supported by multiple acquisition columns, so that evaluation and test room keeps cube structure;
It is provided with acquisition module and reminding module on the acquisition column;
It is provided with guide rail on the acquisition column, acquisition module and reminding module can be along guide rails from evaluation and test room body top face plate court
Evaluate and test the direction sliding of room bottom panel.
In conjunction with second aspect, an embodiment of the present invention provides the third possible embodiments of second aspect, wherein institute
Commentary, which is surveyed in the main body of room, also sets up virtual reality module, and the virtual reality module is evaluating and testing indoor data for building user
Interaction.
In conjunction with second aspect, an embodiment of the present invention provides the 4th kind of possible embodiments of second aspect, wherein institute
Commentary is surveyed room surrounding and is surrounded by automatic curtain, and automatic curtain can be spool or horizontal drawing.
It is provided in an embodiment of the present invention it is a kind of evaluation and test state of feeling method and apparatus, using obtain user base information come
Structure feels evaluation and test scheme, and user is guided to respond, and acquires the respondent behavior of user, carries out the sense that analysis obtains user
Feel evaluation result.Compared with artificial evaluation and test in the prior art, user to be evaluated is more adapted to, and can be according to individual subscriber
The feeling that situation generates user individual evaluates and tests scheme, is more easy to obtain accurate evaluation result.
To enable the above objects, features and advantages of the present invention to be clearer and more comprehensible, preferred embodiment cited below particularly, and coordinate
Appended attached drawing, is described in detail below.
Description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be to needed in the embodiment attached
Figure is briefly described, it should be understood that the following drawings illustrates only certain embodiments of the present invention, therefore is not construed as pair
The restriction of range for those of ordinary skill in the art without creative efforts, can also be according to this
A little attached drawings obtain other relevant attached drawings.
Fig. 1 shows a kind of flow chart of the method for evaluation and test state of feeling that the embodiment of the present invention is provided;
Fig. 2 shows the flow charts for another method for evaluating and testing state of feeling that the embodiment of the present invention is provided;
Fig. 3 shows a kind of structural schematic diagram of the device for evaluation and test state of feeling that the embodiment of the present invention is provided;
Fig. 4 shows a kind of structural schematic diagram of the device for evaluation and test state of feeling that the embodiment of the present invention is provided.
Specific implementation mode
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
Middle attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is only
It is a part of the embodiment of the present invention, instead of all the embodiments.The present invention being usually described and illustrated herein in the accompanying drawings is real
Applying the component of example can be arranged and designed with a variety of different configurations.Therefore, below to provide in the accompanying drawings the present invention
The detailed description of embodiment is not intended to limit the range of claimed invention, but is merely representative of the selected reality of the present invention
Apply example.Based on the embodiment of the present invention, the institute that those skilled in the art are obtained without making creative work
There is other embodiment, shall fall within the protection scope of the present invention.
Inspection for feeling is very universal in reality, and the checking process overwhelming majority is obtained based on hand inspection
Testing result is generally based on directly on can be obtained as a result, and seldom being carried out to user with basic informations such as age, genders
Distinguish detection.For this kind of situation, a kind of method for carrying out feeling evaluation and test is applicant provided.
As shown in Figure 1, being to obtain according to user base information S101 and feel evaluation and test scheme S102, be then based on institute first
State and feel evaluation and test scheme, obtain corresponding feelings scene scheme and feel acquisition scheme S103, user enter evaluate and test scene and to
User exports key instruction S104, and acquires the respondent behavior made by user response key instruction, feels that evaluation and test scheme is root
It is determined according to user base information, the user base information includes below at least two:Age, gender, height and weight,
According to the respondent behavior of user, determine that the evaluation result S105 of user, evaluation result include following at least one result:To pain
There is reaction, reactionless or uncertain, have reaction, reactionless or uncertain to temperature, has reaction, reactionless or not to contact object
It determines.
It obtains and feels that evaluating method is mainly the database and model established and carry out feeling evaluation and test, that is, establish pair between data
The mathematical model that should be related to, model include:
1. carrying out feeling that the correspondence for feeling evaluation and test and analysis site is mainly established in evaluation and test, including have to eyesight evaluation and test
It reacts, is reactionless or uncertain, whether field range is normal, and can vision be used together with other feelings, if more than hobby is used
Normally whether light is watched attentively, and whether eye contact is normal, and can vision participate in perceiving, stare, whether vision easily diverts one's attention, if regards
Feel and avoid, if having photoresponse, if has abnormal vision concern, have reaction, reactionless or uncertain to hearing evaluation and test, if
It can hear the sound that ordinary person does not hear, if hear different size of sound, if having startle reaction, whether just auditory localization
Often, whether name reaction is normal, if the sense of hearing is divert one's attention, if there are sense of hearing avoidance, the self-stimulations of the sense of hearing, to known sound
Whether there is reaction, have reaction, reactionless or uncertain to smell evaluation and test, has reaction, reactionless or uncertain to sense of taste evaluation and test, it is right
Pain evaluation and test has reaction, reactionless or uncertain, has reaction, reactionless or uncertain to temperature evaluation and test, has to touching evaluation and test anti-
It answers, is reactionless or uncertain, having reaction, reactionless or uncertain to cinesthesia evaluation and test, having reaction, reactionless to seismesthesia evaluation and test
Or it is uncertain, there is reaction, reactionless or uncertain to topesthesia evaluation and test, has reaction, reactionless or uncertain to stereognosis evaluation and test,
There is reaction, reactionless or uncertain to seismesthesia evaluation and test, evaluation and test, which has reaction, reactionless or uncertain, is felt to figure, 2 points are distinguished
Jue not evaluate and test has reaction, reactionless or uncertain, feels that evaluation and test has reaction, reactionless or uncertain to positioning, feels to weight and evaluate and test
There are reaction, reactionless or uncertain angle to be evaluated and tested;
2. establishing the correspondence felt with the respective reaction behavior to sensory test, mainly establishing has eyesight evaluation and test
It reacts, is reactionless or uncertain, whether field range is normal, and can vision be used together with other feelings, if more than hobby is used
Normally whether light is watched attentively, and whether eye contact is normal, and can vision participate in perceiving, stare, whether vision easily diverts one's attention, if regards
Feel and avoid, if having photoresponse, if has abnormal vision concern, have reaction, reactionless or uncertain to hearing evaluation and test, if
It can hear the sound that ordinary person does not hear, if hear different size of sound, if having startle reaction, whether just auditory localization
Often, whether name reaction is normal, if the sense of hearing is divert one's attention, if there are sense of hearing avoidance, the self-stimulations of the sense of hearing, to known sound
Whether there is reaction, have reaction, reactionless or uncertain to smell evaluation and test, has reaction, reactionless or uncertain to sense of taste evaluation and test, it is right
Pain evaluation and test has reaction, reactionless or uncertain, has reaction, reactionless or uncertain to temperature evaluation and test, has to touching evaluation and test anti-
It answers, is reactionless or uncertain, having reaction, reactionless or uncertain to cinesthesia evaluation and test, having reaction, reactionless to seismesthesia evaluation and test
Or it is uncertain, there is reaction, reactionless or uncertain to topesthesia evaluation and test, has reaction, reactionless or uncertain to stereognosis evaluation and test,
There is reaction, reactionless or uncertain to seismesthesia evaluation and test, evaluation and test, which has reaction, reactionless or uncertain, is felt to figure, 2 points are distinguished
Jue not evaluate and test has reaction, reactionless or uncertain, feels that evaluation and test has reaction, reactionless or uncertain to positioning, feels to weight and evaluate and test
There are reaction, the reactionless or correspondence of uncertain and age and specific behavior;
3. establishing the correspondence of corresponding behavior outcome and sensory reaction result, mainly corresponding behavior is set with instead
The results such as answer, be reactionless, is uncertain.
Feel that evaluation and test scheme further includes feeling scene scheme and feeling acquisition scheme, feels that scene scheme is exactly to establish to sense
Feel the correspondence of the respective reaction behavior and scene of test, corresponding behavior is corresponding with scene settings element to close including establishing
System, scene settings element include pair that scene adapts to age bracket, scene participant, scenic themes, scene form, scene stage property etc.
It should be related to;Include the correspondence for establishing corresponding behavior and scene settings, scene settings include adapt to age bracket, person to person sets
The correspondence of setting, the behavior and flow content of fixed, people and object.It is according to user's base input by user that scene, which adapts to age bracket,
What plinth information determined, different feeling scene schemes is determined according to different age brackets.Scene participation form is including accompanying or solely
It is vertical to participate in.The participant of scene includes the associate of user and user, when user is complete civil acts able person, then may be used
To participate in presensation evaluation and test alone;When user is person with limited capacity for civil conduct or when without civil acts people, need guarding
Enter evaluation and test scene under the accompanying of people to participate in feeling evaluation and test.By taking superficial sensibility is evaluated and tested as an example, the scenic themes of superficial sensibility evaluation and test include
At least one theme below:Pain detection, temperature detection, touch detection.The scene stage property include the different toy ball of temperature,
Toy ball, feather, cotton swab, the soft scraps of paper with soft thorn, a more blunt pin, the test tube equipped with hot water, the examination equipped with cold water
Pipe, soft brush, cotton-wool etc..Other feel the scene scheme of evaluation and test, repeat no more.Scene form can be it is true or virtual, can
To realize that the feeling of user is evaluated and tested using virtual reality.
Feel that acquisition scheme is exactly perceptually to evaluate and test the scheme for how acquiring user information of schemes generation.For user
The acquisition scheme to user's limb action, speech intonation and facial expression etc. is established in behavior in the scene.Feel acquisition scheme
Including following any one or more:Video acquisition, audio collection and collecting sensor signal, or feel that acquisition scheme includes
Following one or more:Limb action acquisition, speech intonation acquisition and facial expression acquisition.Sensor include photosensitive sensor,
Acoustic sensor, gas sensor, chemical sensor, voltage sensitive sensor, temp-sensitive sensor and fluid sensor etc..
The acquisition of video acquisition and facial expression can be acquired by video capture device, and the acquisition of speech intonation can lead to
Audio collecting device acquisition is crossed, while can also be reacted using sensor to acquire the various actions of user.Pass through video acquisition
Equipment generates user behavior video, determines that the limbs of user are dynamic according to the similarity of picture and reference picture in user behavior video
Make track and facial expression shape change situation.Reference picture prestores in the processor, and reference picture record user is feeling
The limb action and facial expression being likely to occur when by pain, temperature and tactile, for example, when touching the higher stage property of temperature
When, the back of the hand, which has, significantly dodges, and face, which has, apparent feels bad or uncomfortable expression;When touching soft stage property,
The not big expression of face changes, and limbs also not larger reaction, other examples similarly, repeat no more.By these figures
Piece is compared with collecting device or the collected picture of sensor, can be obtained as being prestored in the processor with reference to picture
To user to feeling the result either with or without reaction.The speech intonation of user is similarly handled, reference audio is prestored
In the processor, it can utter a scream when such as user contacts sharp stage property, other examples similarly, repeat no more.According to
The limb action track at family and facial expression shape change situation determine that the evaluation result of user is determined according to the respondent behavior of user
The evaluation result of user includes:User behavior audio is generated by audio collecting device, according to the audio in user behavior audio
The similarity of signal spectrum and reference audio signal spectrum determines the speech intonation situation of change of user, and reference audio signal is pre-
It is first stored in processor, the evaluation result of user is determined according to the speech intonation situation of change of user.
Collected video information and voice messaging be can be obtained into last evaluation result by the analysis of processor, led to
The camera for crossing different angle obtains the respondent behavior of user, to generate multiple user behavior videos, is mounted on different angle
The behavior used of user can be carried out the shooting of different angle by camera, be static images by multiple user behavior Video Quality Metrics
Group compresses static images group, obtains the first picture group, by compressed picture gray processing, obtains second picture group, comparison the
The tonal gradation of each frame picture and each frame reference picture in two picture groups obtains the different picture of two width picture tonal gradations
Vegetarian refreshments number, calculates each frame picture overall gray level difference average in second picture group, and the overall gray level difference is average
Number is the sum of picture in the summation divided by second picture group of the gray difference average per pictures in second picture group, institute
State gray difference average be the different pixel number purpose summations divided by reference picture quantity of tonal gradation as a result, according to setting
Fixed similarity grade classification rule, obtains the picture similarity corresponding to overall gray level difference average, similar according to picture
Degree determines the limb action track of user and facial expression shape change situation, and similarity is higher, illustrates collected user video figure
Piece and the registration of reference picture are higher, you can judge the response situation of user.
According to the respondent behavior of user, determine that the evaluation result of user further includes:
The respondent behavior that user is obtained by the audio collecting device of different angle, to generate multiple audio user signals,
To collected audio user signal extraction audio signal frequency spectrum, the crest location of audio signal frequency spectrum is identified, obtain each wave crest
The corresponding characteristic value in position and time point obtain the first time sequence of audio user signal according to each characteristic value and time point,
First time sequence and the second time series are compared, the phase of audio user signal and reference audio signal is obtained according to comparing result
Like degree;Second time series is the time series of reference audio signal, and the language of user is determined according to audio signal similarity
Sound intonation situation of change, the evaluation result of user is determined according to the speech intonation situation of change of user.
It is entire to feel that the arrangement flow of evaluation and test scheme is as follows:
According to user base information, corresponding feeling evaluation and test scheme is determined, user base information includes age, height, property
And weight, do not feel evaluation and test scheme further include it is corresponding feel scene scheme, feel that scene scheme includes real scene or virtual
Scene is accompanied or independence, stage property.
Feel that evaluation and test scheme further includes corresponding feeling acquisition scheme, feels that acquisition scheme includes acquisition column, the acquisition
Include multiple video capture devices, sound collection equipment, audio playing device and video playback apparatus on column.
Feel evaluation and test scheme, including accompany or independent scene in, test reaction when capturing stage property and closed eye
Eyeball stage property contacts reaction when skin, and the position of different angle is arranged in scene in video capture device, and acquisition user is connecing
Body action, expression when touching stage property under different angle, body action, expression when with stage property touching skin, sound collection are set
The standby position that different angle is arranged in scene, sound of the acquisition user when contacting stage property under different angle, is touched with stage property
The position of different angle is arranged in scene in sound when skin, audio playing device, and it is on the scene to play audio prompt guiding user
The position of different angle is arranged in scene in behavior in scape, video playback apparatus, plays visual prompts and guides user in scene
Interior behavior.
It is evaluated and tested and is illustrated with superficial sensibility, superficial sensibility evaluation and test scheme includes:
Sensation of pain detection scheme, including:User is accompanying or independent, and test contacts user's skin with stage property
When user, the stage property includes a more blunt pin and the toy ball with soft thorn, audio playing device and video playing
Equipment guides user to contact stage property, and the body of video capture device and audio collecting device acquisition user when touching stage property is dynamic
Work and speech intonation.
When touching the back of the hand with stage property, attonity is uncertain or reactionless;
When touching the back of the hand with stage property, expression is to feel bad, and has reaction;
It is rapid to decontrol when playing the stage property with soft thorn, to there is reaction;
It determines final evaluation result, has reaction to pain.
Temperature sensation detection scheme, including:User is accompanying or independent, and test contacts user's skin with stage property
When user reaction, stage property include the different toy ball of the temperature test tube equipped with hot water and the test tube equipped with cold water, sound plays
Equipment and video playback apparatus guiding user contact stage property, and video capture device and audio collecting device acquisition user are touching
Body action when stage property and speech intonation.
When touching the back of the hand with stage property, attonity is uncertain or reactionless;
When touching the back of the hand with stage property, expression is to feel bad, and has reaction;
It when touching the back of the hand with stage property, utters a scream, there is reaction;
It determines final evaluation result, has reaction to temperature.
Tactile sensation detection scheme, including:User is accompanying or independent, and test contacts user's skin with stage property
When user reaction, stage property includes feather, cotton swab, the soft scraps of paper, soft brush and cotton-wool, and audio playing device and video playback apparatus draw
It leads user and contacts stage property, the body action and language of video capture device and audio collecting device acquisition user when touching stage property
Sound intonation.
When touching the back of the hand with stage property, attonity is uncertain or reactionless;
When touching the back of the hand with stage property, the back of the hand is dodged, and has reaction;
It determines final evaluation result, has reaction to tactile.
Can be evaluated user's record by user's typing initial information for example, being acquisition user base information first
Enter or by its guardian's typing.
Example:Acquire the basic information of evaluated user
1) user 1:Age:7 months, gender:Male, height:65CM, weight:13.5g
Parent or guardian is needed to assist typing basic information;
2) user 2:Age:2 years old 1 month, genders:Male, height:85CM, weight:21.5g
Parent or guardian is needed to assist typing basic information;
3) user 3:Age:6 years old 3 months, genders:Women, height:105CM, weight:37.5g
According to information above, evaluation and test scheme is exported:
User 1:Under the accompanying of parent, with stage property (1, the toy ball (40 ° -45 °) of cool toy ball (5 ° -10 °)+heat;
2, the toy ball 3 with soft thorn, colored toy ball) reaction of the test child when grabbing ball;
User 2:Under the accompanying of parent, with stage property (1, the toy ball (40 ° -45 °) of cool toy ball (5 ° -10 °)+heat;
2, toy ball 3, feather with soft thorn) reaction of the test child 1, when grabbing toy ball;2, the reaction of soft thorn toy ball is grabbed;3,
Closed the reaction of child when eyes touch child's skin with feather;
User 3:Child individually enters the environment of structure, play stage property (1, the toy ball of cool toy ball (5 ° -10 °)+heat
(40°-45°);2, toy ball 3, feather with soft thorn) test child 1, grab reaction when playing with toys ball;2, soft thorn is played to play
Has the reaction of ball.
2) scene is evaluated and tested
User 1:Real scene, accompany, parent, toy ball, feather;
User 2:Real scene, accompany, parent, toy ball, feather;
User 3:Real scene, independence, toy ball;
3) acquisition scheme (matching child height, multi-angle acquisition)
User 1:1 meter of acquisition column, containing multiple cameras, audio playing device, sound collection equipment;
User 2:1 meter of acquisition column, containing multiple cameras, audio playing device, sound collection equipment;
User 3:1.5 meters of acquisition column, containing multiple cameras, audio playing device, sound collection equipment;
Acquisition column refers to being integrated with integrating for Togo's rotatable camera, audio playing device, the equipment for acquiring sound etc.
Harvester.
Root is evaluated and tested according to arrangements scene, stage property, content, flow.
User 1:It divides evaluation and test area, prepare stage property, installation and debugging collecting device
User 2:It divides evaluation and test area, prepare stage property, installation and debugging collecting device
User 3:It divides evaluation and test area, prepare stage property, installation and debugging collecting device
Evaluated user enters the scene of structure, and evaluated user goes to complete the flow of specified specific behavior and interior by flow
Hold.
Acquisition system acquires the data such as action behavior, speech intonation, human-computer interaction result, the expression of user in the scene,
Acquisition system uploads the data of acquisition to server-side Data Analysis Platform.
User 1:Body action of the user when contact sphere, sound, expression are acquired, when with feather touching child's skin
Body action, sound, expression;
User 2:Body action of the user when contact sphere, sound, expression are acquired, when with feather touching child's skin
Body action, sound, expression;
User 3:Acquire body action of the user when contacting sphere, sound, expression.
Server-side Data Analysis Platform analyzes all kinds of behavioral datas of user, and carries out assignment to Various types of data result, assigns
Value result predominantly with/without reaction, with/without action, walk/jump/and the behaviors such as run, with/without tables such as expression, happiness/indignation
Feelings.
User 1:When contacting cool sphere, the back of the hand is dodged;There is reaction;
When contacting hot-bulb body, the back of the hand is dodged;There is reaction;
When touching child's the back of the hand with feather, attonity;It is uncertain/reactionless;
When touching child's the back of the hand with feather, expression is to feel bad;There is reaction;
It is rapid to decontrol when playing the toy ball with soft thorn;There is reaction;
User 2:When contacting cool sphere, the back of the hand is dodged;There is reaction;
When contacting hot-bulb body, the back of the hand is dodged;There is reaction;
When touching child's the back of the hand with feather, has and dodge;There is reaction;
When touching child's the back of the hand with feather, expression is to feel bad;There is reaction;
When playing the toy ball with soft thorn, ball is pinched;It is reactionless;
The toy ball with soft thorn is played, it is amimia;It is uncertain/reactionless;
User 3:When grabbing ball, catch;Energy;
When grabbing ball, fail to grip with;Cannot/uncertain;
When playing cool sphere, ball is decontroled;There is reaction;
When playing hot-bulb body, ball is pinched;It is uncertain/reactionless;
Expression is comfortable;It is uncertain/reactionless;
It is rapid to decontrol when playing the toy ball with soft thorn;There is reaction.
Server-side exports the evaluation and test scheme of evaluated user and evaluation and test analysis result to evaluation and test side.
Such as:
User 1:To temperature have reaction, have to the pain sensation reaction, to contact object have reaction;
User 2:There is reaction to temperature, have reaction to the pain sensation, uncertain/reactionless to contact object;
User 3:To temperature have it is uncertain/reactionless, have to the pain sensation reaction, to contact object have reaction.
Other feel evaluation and test scheme, repeat no more.
Children feel that the scheme of evaluation and test is exemplified below as evaluated user:
The embodiment of the present invention also provides a kind of device of evaluation and test state of feeling, is applied to the methodical dress of institute as previously described
It sets.As shown in Fig. 2, the device includes evaluation and test room main body, acquisition module 201, reminding module 202 and processor 203.The evaluation and test room
It is a cubical structure, surrounding makes evaluation and test room keep cube structure by acquisition column as support column, and evaluation and test room surrounding can
To be surrounded by curtain, curtain can be horizontal drawing or the form for spool.
As shown in figure 3, acquisition module, reminding module and processor setting are in evaluation and test room main body 30, processor 311 also may be used
With setting outside evaluation and test room main body 30.Acquisition module, reminding module are electrical connected with processor 311 respectively.Acquisition module will be
Collected user response behavior uploads to processor 311 in evaluation and test room main body, and analyzing processing is carried out by processor 311.Acquisition
Module includes sound collection equipment, video capture device and sensor collecting device, and sound collection equipment includes microphone and recording
Machine, video capture device include camera 305, video recorder and imaging sensor etc..Reminding module setting is in evaluation and test room main body 30
It is interior, to send out key instruction guiding evaluation and test user according to instruction behavior.Reminding module includes audio playing device, and video playing is set
Standby and word indicating equipment etc..Audio playing device includes that broadcast, speaker and loud speaker 307, video playback apparatus include TV
Mechanical, electrical brain and interaction are shielded, and word indicating equipment includes notice board, symbol word marking, and interaction screen includes that main interaction screen 306 and auxiliary are handed over
Mutually screen 310, main interaction screen 306 carry out human-computer interaction with user for the problem of being provided according to system, interaction screen 310 are assisted to use
In auxiliary human-computer interaction.
Evaluation and test chamber interior is provided with acquisition column 301, and acquisition module and reminding module can be arranged on acquisition column 301, adopt
It is provided with guide rail on clustered column 301, guide rail is along entire acquisition column parallel arrangement, so that acquisition module and reminding module can be along leading
Rail is slided up and down from evaluation and test ceiling panel to the direction of bottom panel, and guide rail can be a plurality of, to install the acquisition mould of different angle
Block and reminding module.Mounted lamp 303 on ceiling panel is evaluated and tested, structure interactive environment light efficiency is built, height can also be installed and adopted
Collect equipment 304, such as ultrasonic height measurement assembly.It evaluates and tests and human body signal collecting device 308 is installed on the bottom panel of room, wrap
Weight collecting device, measuring body composition component etc. are included, while being also equipped with power supply, so that entirely evaluation and test room keeps normal fortune
Row.It evaluates and tests and is provided with main interaction screen 306 and loud speaker 307 on the front panel of room, interaction screen 306 and loud speaker 307 can also
On other panels, assist interaction screen 310 mainly based on interaction screen 306 provide booster actions, so auxiliary interaction screen
310 installation site can be on any panel around main interaction screen 306.Evaluation and test interior also sets up virtual reality device, with
It acquires user and is evaluating and testing indoor data interaction.It is additionally provided with power supply 309 in evaluation and test room main body 30.
As shown in figure 4, being the plane structure chart for evaluating and testing room main body, it is wherein provided with lamps and lanterns 405 on top panel and height is adopted
Collect equipment 404, main interaction screen 407, loud speaker 408 and video capture device 409 are provided on front panel, is provided on bottom panel
Human body signal collecting device 410 and power supply 411 are provided with auxiliary interaction screen 402 and processor 403 in right panel, acquire column
401,411,412,413 simultaneously as the support column for evaluating and testing room main body.Be provided between each two support column curtain 406,414,
415、416。
A kind of device for feeling evaluation and test that the embodiment of the present invention is provided can be specific hardware or installation in equipment
In software or firmware etc. in equipment.The technique effect of the device that the embodiment of the present invention is provided, realization principle and generation and
Preceding method embodiment is identical, and to briefly describe, device embodiment part does not refer to place, can refer in preceding method embodiment
Corresponding contents.It is apparent to those skilled in the art that for convenience and simplicity of description, foregoing description is
The specific work process of system, device and unit can refer to the corresponding process in above method embodiment, no longer superfluous herein
It states.
In embodiment provided by the present invention, it should be understood that disclosed device and method, it can be by others side
Formula is realized.The apparatus embodiments described above are merely exemplary, for example, the division of the unit, only one kind are patrolled
Volume function divides, formula that in actual implementation, there may be another division manner, in another example, multiple units or component can combine or can
To be integrated into another system, or some features can be ignored or not executed.Another point, shown or discussed is mutual
Coupling, direct-coupling or communication connection can be INDIRECT COUPLING or communication link by some communication interfaces, device or unit
It connects, can be electrical, machinery or other forms.
The unit illustrated as separating component may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, you can be located at a place, or may be distributed over multiple
In network element.Some or all of unit therein can be selected according to the actual needs to realize the mesh of this embodiment scheme
's.
Finally it should be noted that:Embodiment described above, only specific implementation mode of the invention, to illustrate the present invention
Technical solution, rather than its limitations, scope of protection of the present invention is not limited thereto, although with reference to the foregoing embodiments to this hair
It is bright to be described in detail, it will be understood by those of ordinary skill in the art that:Any one skilled in the art
In the technical scope disclosed by the present invention, it can still modify to the technical solution recorded in previous embodiment or can be light
It is readily conceivable that variation or equivalent replacement of some of the technical features;And these modifications, variation or replacement, do not make
The essence of corresponding technical solution is detached from the spirit and scope of technical solution of the embodiment of the present invention.The protection in the present invention should all be covered
Within the scope of.Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. a kind of method of evaluation and test state of feeling, which is characterized in that including:
It obtains and feels evaluation and test scheme;
Based on the feeling evaluation and test scheme, key instruction is exported to user, and acquire the sound made by user response key instruction
Answer behavior;Feel that evaluation and test scheme is determined according to user base information, the user base information includes below at least two
It is a:Age, gender, height and weight;
According to the respondent behavior of user, the evaluation result of user is determined;The evaluation result includes following at least one result:It is right
Eyesight evaluation and test has reaction, reactionless or uncertain, and whether field range is normal, and can vision be used together with other feelings, be
Normally whether no hobby is watched attentively with remaining light, and whether eye contact is normal, and can vision participate in perceiving, stare, whether vision easily divides
The heart, if having vision avoidance, if having photoresponse, if having abnormal vision concern, to hearing evaluation and test have reaction, it is reactionless or
It is uncertain, if to hear the sound that ordinary person does not hear, if hear different size of sound, if having startle reaction, the sense of hearing
Whether positioning is normal, and whether name reaction is normal, if the sense of hearing is divert one's attention, if there are sense of hearing avoidance, the self-stimulation of the sense of hearing is right
Whether known sound has reaction, has reaction, reactionless or uncertain to smell evaluation and test, has reaction, reactionless to sense of taste evaluation and test
Or it is uncertain, there is reaction, reactionless or uncertain to pain evaluation and test, has reaction, reactionless or uncertain to temperature evaluation and test, to touching
Touching evaluation and test has reaction, reactionless or uncertain, has reaction, reactionless or uncertain to cinesthesia evaluation and test, has to seismesthesia evaluation and test
It is reaction, reactionless or uncertain, there is reaction, reactionless or uncertain to topesthesia evaluation and test, has reaction, without anti-to stereognosis evaluation and test
It answers or does not know, have reaction, reactionless or uncertain to seismesthesia evaluation and test, evaluation and test, which has reaction, reactionless or not really, is felt to figure
It is fixed, there is reaction, reactionless or uncertain to two point discrimination evaluation and test, evaluation and test, which has reaction, reactionless or uncertain, is felt to positioning, it is right
Weight feels that evaluation and test has reaction, reactionless or uncertain.
2. a kind of method of evaluation and test state of feeling according to claim 1, it is characterised in that:
The feeling evaluation and test scheme includes that evaluation and test feels that scene scheme and evaluation and test feel acquisition scheme;
Evaluation and test feels that scene scheme includes scene participation form, scenic themes and scene stage property;The scene participation form includes
It accompanies or independently participates in;The scenic themes include following at least one theme:Eyesight evaluation and test, hearing evaluation and test, smell evaluation and test, taste
Feel that evaluation and test, pain evaluation and test, temperature evaluation and test, touching evaluation and test, cinesthesia evaluation and test, topesthesia evaluation and test, seismesthesia evaluation and test, stereognosis are commented
It surveys, figure feels evaluation and test, two point discrimination evaluation and test, positions and feels that evaluation and test is felt in evaluation and test, weight;
Evaluation and test feels that acquisition scheme includes following any one or more:Video acquisition, audio collection and collecting sensor signal;
Or, evaluation and test feels that acquisition scheme includes following one or more:Limb action acquisition, speech intonation acquisition and facial expression
Acquisition.
3. a kind of method of evaluation and test state of feeling according to claim 1, it is characterised in that:
According to the respondent behavior of user, determine that the evaluation result of user includes:
User behavior video is generated by video capture device;
Limb action track and the facial expression of user are determined according to the similarity of picture and reference picture in user behavior video
Situation of change;
The reference picture prestores in the processor;
The evaluation result of user is determined according to the limb action track of user and facial expression shape change situation;
According to the respondent behavior of user, determine that the evaluation result of user includes:
User behavior audio is generated by audio collecting device;
The voice of user is determined according to the similarity of audio signal frequency spectrum and reference audio signal spectrum in user behavior audio
Intonation situation of change;
The reference audio signal prestores in the processor;
The evaluation result of user is determined according to the speech intonation situation of change of user.
4. a kind of method of evaluation and test state of feeling according to claim 1, it is characterised in that:
According to the respondent behavior of user, determine that the evaluation result of user includes:
The respondent behavior that user is obtained by the camera of different angle, to generate multiple user behavior videos;
It is static images group by multiple user behavior Video Quality Metrics;
Static images group is compressed, the first picture group is obtained;
By compressed picture gray processing, second picture group is obtained;
The tonal gradation for comparing each frame picture and each frame reference picture in second picture group, obtains two width picture gray scales etc.
The different pixel number of grade;
Each frame picture overall gray level difference average in second picture group is calculated, the overall gray level difference average is the
The sum of picture in the summation divided by second picture group of gray difference average in two picture groups per pictures;The gray scale
Difference average is the result of the different pixel number purpose summations divided by reference picture quantity of tonal gradation;
According to the similarity grade classification rule of setting, the picture similarity corresponding to overall gray level difference average is obtained;
The limb action track of user and facial expression shape change situation are determined according to picture similarity;
The evaluation result of user is determined according to the limb action track of user and facial expression shape change situation;
According to the respondent behavior of user, determine that the evaluation result of user further includes:
The respondent behavior that user is obtained by the audio collecting device of different angle, to generate multiple audio user signals;
To collected audio user signal extraction audio signal frequency spectrum;
Identify the crest location of audio signal frequency spectrum;
The corresponding characteristic value of each crest location and time point are obtained, audio user signal is obtained according to each characteristic value and time point
First time sequence;
First time sequence and the second time series are compared, audio user signal and reference audio signal are obtained according to comparing result
Similarity;Second time series is the time series of reference audio signal;
The speech intonation situation of change of user is determined according to audio signal similarity;
The evaluation result of user is determined according to the speech intonation situation of change of user.
5. the method that a kind of evaluation and test according to claim 1 is felt, it is characterised in that:
According to user base information, corresponding feeling evaluation and test scheme is determined;User base information include the age, height, gender and
Weight;
The feeling evaluation and test scheme further includes corresponding feeling scene scheme, feels that scene scheme includes real scene or virtual field
Scape is accompanied or independence, stage property;
The feeling evaluation and test scheme further includes corresponding feeling acquisition scheme, feels that acquisition scheme includes acquisition column;The acquisition
On column include multiple video capture devices, sound collection equipment, audio playing device and video playback apparatus,
The feeling evaluation and test scheme, including accompany or independent scene in, test reaction when capturing stage property and use stage property
Contact reaction when skin;
The position of different angle is arranged in scene in the video capture device, and acquisition user is when contacting stage property under different angle
Body action, expression, with stage property touch skin when body action, expression;
The position of different angle is arranged in scene in the sound collection equipment, and acquisition user is when contacting stage property under different angle
Sound, with stage property touch skin when sound;
The position of different angle is arranged in scene in the audio playing device, plays audio prompt and guides user in scene
Behavior;
The position of different angle is arranged in scene in the video playback apparatus, plays visual prompts and guides user in scene
Behavior.
6. a kind of device of evaluation and test state of feeling, is applied to method as described in any one in claim 1-5, which is characterized in that
The device includes:Evaluation and test room main body and acquisition module, reminding module and the processor being arranged in evaluation and test room main body, processor point
It is not electrically connected with acquisition module, reminding module;
The acquisition module is used to acquire the respondent behavior made by the user response key instruction in evaluation and test room main body, and will adopt
The respondent behavior collected is sent to processor;
The user that the reminding module is used for into evaluation and test room main body sends out key instruction;
The processor, for executing corresponding action according to method as described in any one in claim 1-5.
7. a kind of device of evaluation and test state of feeling according to claim 6, it is characterised in that:
The acquisition module includes sound collection equipment and/or video capture device and/or sensor collecting device;
The reminding module includes audio playing device and/or video playback apparatus and/or word indicating equipment;
The sound collection equipment includes microphone and recorder;
The video capture device includes camera, video recorder and imaging sensor;
The audio playing device includes broadcast, speaker and loud speaker;
The video playback apparatus includes television set, computer and interaction screen;
The word indicating equipment includes notice board, symbol word marking;
The sensor collecting device includes photosensitive sensor, acoustic sensor, gas sensor, chemical sensor;
The problem of interaction screen includes main interaction screen and auxiliary interaction screen, and main interaction screen according to system for providing, with user
Carry out human-computer interaction;Auxiliary interaction screen is for assisting human-computer interaction.
8. a kind of device of evaluation and test state of feeling according to claim 6, it is characterised in that:
It is provided with acquisition module and reminding module on the acquisition column;
Guide rail is provided on the acquisition column, acquisition module and reminding module can be along guide rails from room body top face plate is evaluated and tested towards evaluation and test
It slides in the direction of room bottom panel.
9. a kind of device of evaluation and test state of feeling according to claim 6, it is characterised in that:
Virtual reality module is also set up in the main body of the evaluation and test room, the virtual reality module is indoor in evaluation and test for building user
Data interaction.
10. a kind of device of evaluation and test state of feeling according to claim 6, it is characterised in that:
The evaluation and test room surrounding is surrounded by automatic curtain, and automatic curtain can be spool or horizontal drawing.
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109448851A (en) * | 2018-11-14 | 2019-03-08 | 科大讯飞股份有限公司 | A kind of cognition appraisal procedure and device |
CN115486819A (en) * | 2022-11-15 | 2022-12-20 | 安徽星辰智跃科技有限责任公司 | Method, system and device for multi-cascade detection and quantification of sensory-perceptual neural pathway |
-
2018
- 2018-06-06 CN CN201810575310.4A patent/CN108777171A/en not_active Withdrawn
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109448851A (en) * | 2018-11-14 | 2019-03-08 | 科大讯飞股份有限公司 | A kind of cognition appraisal procedure and device |
CN115486819A (en) * | 2022-11-15 | 2022-12-20 | 安徽星辰智跃科技有限责任公司 | Method, system and device for multi-cascade detection and quantification of sensory-perceptual neural pathway |
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