CN108537159A - Data analysis system and method for the people to artistic work degree of recognition in public space - Google Patents
Data analysis system and method for the people to artistic work degree of recognition in public space Download PDFInfo
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- 238000000034 method Methods 0.000 title claims abstract description 20
- 238000007405 data analysis Methods 0.000 title claims abstract description 14
- 230000036651 mood Effects 0.000 claims description 19
- 210000001508 eye Anatomy 0.000 claims description 13
- 230000008451 emotion Effects 0.000 claims description 8
- 238000012360 testing method Methods 0.000 claims description 7
- 230000008921 facial expression Effects 0.000 claims description 6
- 210000003169 central nervous system Anatomy 0.000 claims description 5
- 230000006698 induction Effects 0.000 claims description 5
- 238000012544 monitoring process Methods 0.000 claims description 5
- 238000011156 evaluation Methods 0.000 claims description 4
- 238000009434 installation Methods 0.000 claims description 4
- 238000012545 processing Methods 0.000 claims description 4
- 230000004069 differentiation Effects 0.000 claims description 3
- 210000004556 brain Anatomy 0.000 claims description 2
- 238000005070 sampling Methods 0.000 claims description 2
- 230000005611 electricity Effects 0.000 claims 1
- 230000035479 physiological effects, processes and functions Effects 0.000 claims 1
- 238000010422 painting Methods 0.000 abstract description 13
- 238000004458 analytical method Methods 0.000 abstract description 7
- 238000013461 design Methods 0.000 abstract description 5
- 238000011160 research Methods 0.000 abstract description 4
- 230000004044 response Effects 0.000 description 6
- 238000001514 detection method Methods 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 4
- 230000002889 sympathetic effect Effects 0.000 description 4
- 230000008859 change Effects 0.000 description 2
- 230000002996 emotional effect Effects 0.000 description 2
- 210000003128 head Anatomy 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 230000000192 social effect Effects 0.000 description 2
- 241000208340 Araliaceae Species 0.000 description 1
- 206010027951 Mood swings Diseases 0.000 description 1
- 235000005035 Panax pseudoginseng ssp. pseudoginseng Nutrition 0.000 description 1
- 235000003140 Panax quinquefolius Nutrition 0.000 description 1
- 244000269722 Thea sinensis Species 0.000 description 1
- 230000009471 action Effects 0.000 description 1
- 210000003484 anatomy Anatomy 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 230000007177 brain activity Effects 0.000 description 1
- 210000005252 bulbus oculi Anatomy 0.000 description 1
- 230000001149 cognitive effect Effects 0.000 description 1
- 238000004590 computer program Methods 0.000 description 1
- 239000012141 concentrate Substances 0.000 description 1
- 210000003618 cortical neuron Anatomy 0.000 description 1
- 238000005034 decoration Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 239000000686 essence Substances 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 230000001815 facial effect Effects 0.000 description 1
- 235000008434 ginseng Nutrition 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000000877 morphologic effect Effects 0.000 description 1
- 210000001938 protoplast Anatomy 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
- 210000003625 skull Anatomy 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/18—Eye characteristics, e.g. of the iris
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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
- A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
- A61B5/165—Evaluating the state of mind, e.g. depression, anxiety
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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
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/369—Electroencephalography [EEG]
- A61B5/377—Electroencephalography [EEG] using evoked responses
- A61B5/378—Visual stimuli
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/174—Facial expression recognition
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/26—Speech to text systems
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Abstract
The invention belongs to crowd characteristic technical fields, people is disclosed in a kind of public space to the data analysis system and method for artistic work degree of recognition, Chongqing public space mural painting based on critical regionalism creates form, determines the relationship between public space fresco works and people；The public space mural painting authoring modes of traditional regionalism style are different from, the relationship between people, society, nature is correctly solved；For people with the relationship in space or place, people is the main body of design, while being also the main body of public art；By the research to design agents in regional extent, dialectical, the realistic influence for analysing cultural, aesthetic, values etc. to the creation of public space mural painting not only embodied the theory of " people-oriented ", but also succession for regional culture and development provide guidance；Collection and analysis to the survey data of the relationship of people and space recognize the present situation of current Chongqing public space mural painting creation.
Description
Technical field
The invention belongs to people in crowd characteristic technical field more particularly to a kind of public space to artistic work degree of recognition
Data analysis system and method.
Background technology
When people and a work of art generate emotion exchange or when sympathetic response, receive this part works, appreciate this part works,
Affirming this part works and finding the instructive element of tool among can just be possibly realized.The micro- expression and sight of people can not be certainly
Feel that ground changes before Cup of tea object plane, the chasing of sight, the pause of body, the variation of mood be all with artistic work it
Between the mode that exchanges.
In conclusion problem of the existing technology is：Prior art espressiove or the detector of mood can not provide full
Meaning and focused data.
Invention content
In view of the problems of the existing technology, the present invention provides people in a kind of public space to artistic work degree of recognition
Data analysis system and method.
The invention is realized in this way in a kind of public space people to the data analysing method of artistic work degree of recognition with people
Body physiological change value is sampling element, after testing, acquires, obtains signal data, obtaining the ginseng of public attention degree and satisfaction
Examine value.
Further, people includes the following steps the data analysing method of artistic work degree of recognition in the public space：
Step 1, the movable dynamic and intelligent camera shooting of certain space setting tracker around public space arts works
Head measures the residence time of observer；
Step 2 can perceive eye motion by iris authentication system, calculate eyes residence time, and to the feelings of people
The variation that thread occurs detects, the approval and approval of differentiation public art works or pouplarity；
Step 3, central nervous system signal can obtain the identification of mood by acquiring and handling mankind's EEG signals,
Electrode for encephalograms sensor identifies different moods, is sorted out by computer, and final data are obtained；
The Emotion identification of central nervous system signal is realized by acquiring and handling the EEG signals of the mankind (EEG).
The cognitive activities of people along with Cortical Neurons electrical activity, mood this and do not recognize brain activity in close relations also not
Exception, these electric signals can be spread out of by skull, be collected by some special sensors (electrode for encephalograms).Different feelings
Not-ready status corresponds to different EEG signals features, passes through feature extracting method appropriate and computer classes method, Wo Menke
To realize the Emotion identification based on EEG signals.
Step 4, installation voice includes device and collects evaluation, by the keyword database established in advance, by word or sentence
The frequency of appearance is compared, and differentiates the fancy grade of the public.
Realizing that people is to the number of artistic work degree of recognition in the public space another object of the present invention is to provide a kind of
According to the information data processing terminal of analysis method.
Realizing that people is to the number of artistic work degree of recognition in the public space another object of the present invention is to provide a kind of
According to people in the public space of analysis method to the data analysis system of artistic work degree of recognition, people is to art in the public space
The data analysis system of works degree of recognition includes：
Measure observer's residence time module, the residence time for measuring observer；
Induction module, for calculating eyes residence time, and the variation that the mood of people occurs detects, and differentiates public
The approval and approval of artistic work or pouplarity；
Facial expression recognition module obtains Emotion identification for acquiring and handling mankind's EEG signals；
Voice semanteme monitoring modular, the comment for collecting public art works.
Another object of the present invention is to provide a kind of using people in the public space to the number of artistic work degree of recognition
According to the information data processing terminal of analysis system.
The present invention is based on the Chongqing public space mural paintings of critical regionalism to create morphological research, determines public space wall
Relationship between paintings product and people；The public space mural painting authoring modes of traditional regionalism style are different from, it is correct to solve
Relationship between people, society, nature.For people with the relationship in space or place, people is the main body of design, while being also public skill
The main body of art.By the research to design agents in regional extent, dialectical, realistic analysis is cultural, aesthetic, values
The influence to the creation of public space mural painting such as thought not only embodied the theory of " people-oriented ", but also the succession for regional culture and hair
Exhibition provides guidance.Collection and analysis to the survey data of the relationship of people and space recognize current Chongqing public space mural painting wound
The present situation of work.The present invention is identified the people of surrounding or process, extracts the tracking of expression in the eyes sight and focus of attention, obtains micro- table
End of love work and mood swing value, the satisfaction to the artistic creation of public space and fancy grade by the data assessment public.It is used for
It detects the works and is placed in pouplarity or attention rate when down space, on the other hand can also collect audient and be concerned about reason concern thing
The tendency of changes of object, as Public Design power and moral, public art effectively to be avoided to be ignored, be wasted, being criticized
The reference for the phenomenon that sentencing improves influence of the public works to the public.
The present invention is in order to accurately analyze the relationship between the fresco works in audient and public space, and pass a test reduction
The actual response of people inquires into the due attributive character of mural painting in public space.Each passes by this hair in public space
Whether bright people exchanges with such as mural painting of the artistic work in this space, and works pass through inspection either with or without the approval of audient is obtained
It surveys, obtains some data, these data can embody general happiness and dislike degree, and people of the public works only and in space generates
The sympathetic response of emotion or the existing characteristics for being suitble to this space, are possible to be concerned and generate further social effect.
Description of the drawings
Fig. 1 be in public space provided in an embodiment of the present invention people to the data analysing method flow of artistic work degree of recognition
Figure.
Fig. 2 be in public space provided in an embodiment of the present invention people to the data analysis system structure of artistic work degree of recognition
Schematic diagram；
In figure：1, observer's residence time module is measured；2, induction module；3, facial expression recognition module；4, voice language
Adopted monitoring modular.
Specific implementation mode
In order to make the purpose , technical scheme and advantage of the present invention be clearer, with reference to embodiments, to the present invention
It is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not used to
Limit the present invention.
The application principle of the present invention is explained in detail below in conjunction with the accompanying drawings.
As shown in Figure 1, data analysis side of the people to artistic work degree of recognition in public space provided in an embodiment of the present invention
Method includes the following steps：
S101：The movable dynamic and intelligent camera of certain space setting tracker around public space arts works
Measure the residence time of observer；
S102：Eye motion can be perceived by iris authentication system, calculates eyes residence time, and to the mood of people
The variation of generation detects, the approval and approval of differentiation public art works or pouplarity；
S103：Central nervous system signal can obtain the identification of mood, brain by acquiring and handling mankind's EEG signals
Electric electrode sensor identifies different moods, is sorted out by computer, and final data are obtained；
S104：Installation voice includes device and collects evaluation, and the frequency that word or sentence occur is compared, differentiates the public's
Fancy grade.
As shown in Fig. 2, data analysis system of the people to artistic work degree of recognition in public space provided in an embodiment of the present invention
System includes：Measure observer's residence time module 1, induction module 2, facial expression recognition module 3, voice semanteme monitoring modular 4.
Measure observer's residence time module 1, the residence time for measuring observer.
Induction module 2, for calculating eyes residence time, and the variation that the mood of people occurs detects, and differentiates public
The approval and approval of artistic work or pouplarity altogether.
Facial expression recognition module 3 obtains Emotion identification for acquiring and handling mankind's EEG signals.
Voice semanteme monitoring modular 4, the comment for collecting public art works.
People specifically includes the data analysing method of artistic work degree of recognition in public space provided in an embodiment of the present invention
Following steps：
1, the residence time of observer is measured.(within the residence time and eyeball concentrates on the people on works into market
Thread variation detection, obtains the reference data that data are degree of recognition.) certain space is arranged and chases after around public space arts works
The movable dynamic and intelligent camera of track people.If it is the passageway form at scene, one section before works start may be viewed by
Position is not easy to test between 2 points of the position of viewing to after leaving works；Using intelligent video camera head, cooperation software realization into
Whether the people for entering to test group has the test of pause.
2, setting inductor (or camera) is set in the hidden location of public works, can be felt by iris authentication system
Know eye motion, calculates eyes residence time, and the variation that the mood of people in this time occurs detects, differentiate public
The approval and approval of artistic work or pouplarity.
3, facial expression recognition technology, central nervous system signal can be obtained by acquiring and handling mankind's EEG signals
The identification of mood.Electrode for encephalograms sensor identifies different moods, these moods can be sorted out by computer, obtain
Final data.Inductor needs, by camera, to obtain the target person image stopped before works, pass through facial table simultaneously
Feelings coded system judges face action, identifies the expression of face according to the research of spiritual anatomy and experience.In this process
In, the target image that machine is obtained by camera determines the variation of the specific locations such as the nose, eyes, face of face and shape,
Characteristic point is extracted, compares in the database, analyzes and identify mood.The knot of identification is summarized and is analyzed in a computer, into
And obtain tested people current spatial emotional change.
4, voice semanteme monitor, public works hidden location installation voice include device, include device be mainly used for collect comment
The comment of this public art works of valence；Designed in the computer program set includes some emotional words or evaluation
The database of sentence keyword compares the frequency that certain words or sentence occur.For example, setting " this width in systems
It is strange to finish ", " picture what topsy-turvy " is in the voice data of detection close to the appearance of these set sentences frequency
Rate differentiates the fancy grade of the public.
The present invention provides the relationship of the people and space of detection public space, data result is obtained, according to interpretation of result space
In most people's group character, have emotionless exchange between the mural painting in space.The present invention be accurately analysis audient with
The relationship between fresco works in public space passes a test and goes back the actual response of protoplast, inquires into the mural painting in public space
Due attributive character；Each passes by the people of this invention in public space, whether has friendship with the decoration works in space
Stream or affectional sympathetic response obtain data by detection, and data embody general happiness and dislike degree, and public works are only and empty
Between in people generate the sympathetic response of emotion or be suitble to the existing characteristics in this space, be possible to be concerned and generates further
Social effect.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all essences in the present invention
All any modification, equivalent and improvement etc., should all be included in the protection scope of the present invention made by within refreshing and principle.
Claims (5)
1. data analysing method of the people to artistic work degree of recognition in a kind of public space, which is characterized in that the public space
Middle people is sampling element with Human Physiology changing value to the data analysing method of artistic work degree of recognition, after testing, acquires, obtains
Signal data obtains the reference value of public attention degree and satisfaction.
2. data analysing method of the people to artistic work degree of recognition in public space as described in claim 1, which is characterized in that
People includes the following steps the data analysing method of artistic work degree of recognition in the public space：
Step 1, the movable dynamic and intelligent camera of certain space setting tracker is surveyed around public space arts works
Determine the residence time of observer；
Step 2 can perceive eye motion by iris authentication system, calculate eyes residence time, and send out the mood of people
Raw variation detects, the approval and approval of differentiation public art works or pouplarity；
Step 3, central nervous system signal can obtain the identification of mood, brain electricity by acquiring and handling mankind's EEG signals
Electrode sensor identifies different moods, is sorted out by computer, and final data are obtained；
Step 4, installation voice include device and collect evaluation, and the frequency that word or sentence occur is compared, differentiates the happiness of the public
Good degree.
3. a kind of realizing data analysis of the people to artistic work degree of recognition in public space described in claim 1~2 any one
The information data processing terminal of method.
4. a kind of realize people in public space as described in claim 1 to the public of the data analysing method of artistic work degree of recognition
Data analysis system of the people to artistic work degree of recognition in space, which is characterized in that people is to artistic work in the public space
The data analysis system of degree of recognition includes：
Measure observer's residence time module, the residence time for measuring observer；
Induction module, for calculating eyes residence time, and the variation that the mood of people occurs detects, and differentiates public art
The approval and approval of works or pouplarity；
Facial expression recognition module obtains Emotion identification for acquiring and handling mankind's EEG signals；
Voice semanteme monitoring modular, the comment for collecting public art works.
5. it is a kind of using people in public space described in claim 4 to the Information Number of the data analysis system of artistic work degree of recognition
According to processing terminal.
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Application publication date: 20180914 |