CN107590446A - The system and implementation method of Intelligent Measurement crowd's attention rate - Google Patents
The system and implementation method of Intelligent Measurement crowd's attention rate Download PDFInfo
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- CN107590446A CN107590446A CN201710749740.9A CN201710749740A CN107590446A CN 107590446 A CN107590446 A CN 107590446A CN 201710749740 A CN201710749740 A CN 201710749740A CN 107590446 A CN107590446 A CN 107590446A
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Abstract
The present invention relates to the system and implementation method of Intelligent Measurement crowd's attention rate, the system includes photographing module, face recognition module, display module, communication module and analysis computing module.Photographing module is connected with face recognition module, and the pictorial information of shooting is sent to face recognition module by photographing module；Face recognition module is connected with display module, face recognition module is transmitted the real-time face quantity shot in picture, display module is sent face quantity desired value is transmitted to communication module, communication module is ultimately transmitted analysis computing module by high in the clouds, and analysis computing module finally obtains the trend of attention rate.It is further analyzed with new techniques such as big datas, the trend that the crowd that draws is not limited to such commercially valuable product attention rate for a certain billboard, a certain sales counter commodity etc. refers to for businessman, so as to improve the attention rate of product.
Description
Technical field
The invention belongs to systems design area, more particularly to a kind of system and implementation method of Intelligent Measurement crowd attention rate
Background technology
With the continuous development of scientific technology, intellectuality is filled with new blood to human society.Nowadays, it is intelligent
Through penetrating into various fields of recent life.Intelligentized commercial field is made that the contribution of brilliance to national economy.Instantly, businessman for
The concerned degree of commercial value product, popularity are paid much attention to, and this directly influences the market prospects of commercial value product.Institute
With, this has expedited the emergence of the mode of many degree analyses concerned to commercial value product, such as, count the commodity page using electric business platform
Pageview, sales volume etc..But in face of billboard, it is commercially valuable that a certain sales counter commodity etc. are not limited to such entity
Product attention rate acquisition modes, most of at present also to rest on questionnaire, customer's interview, scanning wechat Quick Response Code etc. passes
System and passive mode.Intellectuality, convenient, efficiently also there is blank for the acquisition modes of concerned degree.
Based on so a kind of situation, the present invention specially designs a kind of system of Intelligent Measurement crowd attention rate, based on face
Identification technology, in certain period crowd during the daily routines such as shopping, the view data of crowd is intercepted by time regulatable timing,
Judge this period crowd for billboard, a certain sales counter by the face detection data of crowd in crowd's view data to interception
Commodity etc. are not limited to such commercially valuable product attention rate.
Face recognition technology is the face feature based on people, to the facial image or video flowing of input, first determines whether it
With the presence or absence of face, if there is face, then the position of each face, size and each major facial device on the face are further provided
The positional information of official, and according to these information, judge whether crowd is just paying close attention to and a certain be similar to billboard, a certain sales counter commodity
Etc. being not limited to such commercially valuable product.
Be currently based on that the application of face recognition technology is very extensive, for example, the safety-protection system based on face recognition technology and
Automatic attendance checking system etc..The automatic attendance checking system of high discrimination of face recognition technology is based especially on, greatlys save work attendance people
The time of member, is all well and good application.This invents us and counted using this technology the attention rate of crowd, and attention rate here refers to
Be just to pay close attention to a certain billboard, a certain sales counter commodity etc. that is similar in the picture that camera lens is caught to be not limited to such there is business valency
The number of the product of value accounts for the ratio of total number of persons.
The content of the invention
It is an object of the invention to propose a kind of system and implementation method of Intelligent Measurement crowd attention rate, pass through the system
And method is realized in certain period crowd during the daily routines such as shopping, the picture number of crowd is intercepted by time regulatable timing
According to, this period crowd is judged for billboard by the face detection data of crowd in crowd's view data to interception, it is a certain
Sales counter commodity etc. are not limited to such commercially valuable product attention rate.
The system of Intelligent Measurement crowd's attention rate, the system include photographing module, face recognition module, display module, logical
Believe module and analysis computing module.Photographing module is connected with face recognition module, and photographing module transmits the pictorial information of shooting
To face recognition module；Face recognition module is connected with display module, the real-time face that face recognition module will be shot in picture
Quantity is transmitted, display module will transmit face quantity desired value send it is final by high in the clouds to communication module, communication module
Analysis computing module is sent to, analysis computing module finally obtains the trend of attention rate.
Photographing module is intercepting the view data of crowd.Photographing module is imaged by the multiple angles for being laid in reference object
Head composition.Each camera intercepts the positive face of crowd against sales counter commodity billboard by the time interval timing set in advance.
Face recognition module passes through artificial neural network analysis to obtain the face detection data of the positive face of crowd in terminal
Algorithm screens or detected be absorbed in the information of viewing sales counter commodity billboard in the picture of photographing module shooting, by face cabinet
The face information of platform commodity billboard is marked, and the number of recording mark face.
Display module reflects the data of attention rate to real-time display, and display module is marked according to face recognition module
Face number, performance graph of the Dynamic Announce face number on presetting the time on PC or mobile device terminal, and
Crowd is drawn for the product attention rate desired value of sales counter commodity billboard and is shown, while data are preserved.
The pictorial information of photographing module transmission is automatically deleted in the data storing procedure of display module, only preserves the people of mark
The product attention rate desired value of face number, performance graph and reflection crowd for sales counter commodity billboard.
Communication module is realized face number, performance graph and reflection crowd couple in display module to realize data transfer
The data for reflecting attention rate are passed through into PC or mobile device terminal simultaneously in the product attention rate desired value of sales counter commodity billboard
Server be sent to high in the clouds.
Analysis computing module draws the trend of attention rate expected data, realizes and communication module is transmitted with big data analysis
Reflection crowd for the product attention rate desired value of sales counter commodity billboard, draw the trend of crowd's attention rate, convenient analysis
The market prospects of such product are so as to further enhancing the attraction degree of product.
Brief description of the drawings
The system and implementation method step schematic diagram of Fig. 1 Intelligent Measurement crowd's attention rates
Fig. 2 module basic framework figures
Fig. 3 display modules form schematic diagram
Embodiment
Photographing module effect is in crowd during the serial daily routines such as shopping, in different angle installation shooting dresses
Put, the device intercepts certain billboard, a certain sales counter commodity etc. in time regulatable timing and is not limited to such commercially valuable production
The picture of product surrounding population.Face recognition module is detected in image by the parser of the not limited to this such as artificial neural network
It is being absorbed in viewing certain billboard, a certain sales counter commodity etc. to be not limited to the face of such commercially valuable product and mark this
A little faces, while face is counted.The human face data that display module is marked according to face recognition module, in PC etc. eventually
Performance graph of the face number on the time is dynamically shown in end equipment, and crowd can be calculated for wide by a series of algorithm
Board, a certain sales counter commodity etc. is accused to be not limited to such commercially valuable product attention rate desired value and show.Communication module
Effect is to be not limited to such have for billboard, a certain sales counter commodity etc. by the performance graph of face quantity and reflection crowd
The data such as the product attention rate desired value of commercial value are sent to high in the clouds by equipment such as PC, servers.Analyze computing module
Effect is further analyzed with new techniques such as big datas, draws crowd for a certain billboard, a certain sales counter commodity
Etc. the trend for being not limited to such commercially valuable product attention rate.
Fig. 1, Fig. 2 are respectively the system and implementation method step schematic diagram and module basic subrack of Intelligent Measurement crowd's attention rate
Frame figure, the network system realization of Intelligent Measurement crowd's attention rate, the time parameter taken pictures first to camera device setting timing, make
It sends face recognition module to every the image of set time BR surrounding population.Judge to gather by face recognition module
Whether picture succeeds, if unsuccessful continue to wait camera device transmission picture, untill success.Face recognition module base
In the face feature of people, judge that it whether there is face according to the image of input, if irising out face in the presence of if, and to every pictures
On face quantity carry out record data in real time.Display module constantly receives the data of face recognition module transmission, in PC etc.
Performance graph and the attention rate desired value that calculates of the face number on the time are dynamically shown on terminal device, preserves number in real time
According to.Now whether system judges data saved success, it is contemplated that respect crowd's privacy, if data preserve successfully, from
The picture of the dynamic all groups' state for deleting photographing module shooting, only retention data.Communication module receives what display module preserved
It is expected Value Data, high in the clouds is sent to by equipment such as PC, servers, analysis computing module is carried out with new techniques such as big datas
Further analysis, show that crowd is not limited to such commercially valuable product for a certain billboard, a certain sales counter commodity etc.
The trend of attention rate.
Fig. 3 is that display module forms schematic diagram, and display module is made up of three parts, and Part I is photographing module shooting
Crowd state picture display portion, Part II is the human face data that the face recognition module corresponding with picture identifies
The dynamic graph display changed over time, Part III are the desired values of the face for reflection crowd's attention rate that a certain algorithm calculates
Display.
A kind of system of Intelligent Measurement crowd attention rate, the system are realized in certain period crowd in daily routines such as shopping
Cheng Zhong, by time regulatable timing intercept certain period a certain billboard, a certain sales counter commodity etc. be not limited to it is such have business
The view data of the product surrounding population of value, judged by the face detection data of crowd in crowd's view data to interception
This period crowd is not limited to such commercially valuable product attention rate for billboard, a certain sales counter commodity etc., and in real time
The data of display reflection attention rate, while the data for reflecting attention rate are sent to high in the clouds by equipment such as PC, servers.Pass through
The serial algorithm of the not limited to this such as big data obtains variation tendency of the attention rate on factors such as times, so as to facilitate businessman to analyze
The market prospects of such product so as to help businessman strengthen product Attraction Degree.
It is photographing module used by the view data of interception crowd.The module is made up of the camera device of different angle.
Effect is to intercept positive face by the time timing being previously set to be not limited to such have against certain billboard, a certain sales counter commodity etc.
The picture of the product surrounding population of commercial value.
It is face recognition module used by the face detection data of acquisition crowd.The module is realized to be passed through in a certain terminal
The parser of the not limited to this such as artificial neural network, which detects to be absorbed in the picture of photographing module shooting, watches certain advertisement
Board, a certain sales counter commodity etc. is not limited to the face of such commercially valuable product and marks these faces, and face is entered
Row counts.
It is display module used by the data of real-time display reflection attention rate.The module marks according to face recognition module
Face number out, performance graph of the face number on the time is dynamically shown on the terminal devices such as PC, and a system can be passed through
The algorithm of row calculates crowd and is not limited to such commercially valuable product attention rate phase for billboard, a certain sales counter commodity etc.
Prestige value is simultaneously shown.
Data preserve the picture money that feature is for the consideration for respecting crowd's privacy, to be automatically deleted photographing module transmission
Material, the performance graph and reflection crowd for only preserving face quantity are not limited to such have for billboard, a certain sales counter commodity etc.
The product attention rate desired value of commercial value.
It is communication module used by data transfer.The module is realized the dynamic of the face quantity described in display module
Curve and reflection crowd are not limited to such commercially valuable product attention rate phase for billboard, a certain sales counter commodity etc.
The data for reflecting attention rate are sent to high in the clouds by prestige value by equipment such as PC, servers simultaneously.
It is analysis computing module used by the trend for drawing concern degrees of data.The module is realized with technologies such as big datas
Analyzed and be not limited to such there is business valency for billboard, a certain sales counter commodity etc. to the reflection crowd of communication module transmission
The desired value of the product attention rate of value, draw the trend of crowd's attention rate, facilitate businessman analyze the market prospects of such product from
And further enhance the attraction degree of product.
Claims (9)
1. the system of Intelligent Measurement crowd's attention rate, it is characterised in that：The system includes photographing module, face recognition module, shown
Show module, communication module and analysis computing module；Photographing module is connected with face recognition module, and photographing module is by the picture of shooting
Information transmission is to face recognition module；Face recognition module is connected with display module, and face recognition module will be shot in picture
Real-time face quantity is transmitted, and display module, which will transmit face quantity desired value and send to communication module, communication module, to be passed through
High in the clouds is ultimately transmitted analysis computing module, and analysis computing module finally obtains the trend of attention rate.
2. the system of Intelligent Measurement crowd attention rate according to claim 1, it is characterised in that：Photographing module is intercepting
The view data of crowd；Photographing module is made up of the multiple angle cameras for being laid in reference object；Each camera is by advance
If time interval timing intercept the positive face of crowd against sales counter commodity billboard.
3. the system of Intelligent Measurement crowd attention rate according to claim 1, it is characterised in that：Face recognition module to
The face detection data of the positive face of acquisition crowd, photographing module is screened or detected by artificial neural network analysis algorithm in terminal
The information of viewing sales counter commodity billboard is absorbed in the picture of shooting, the face information of face sales counter commodity billboard is entered
Line flag, and the number of recording mark face.
4. the system of Intelligent Measurement crowd attention rate according to claim 1, it is characterised in that：Display module is to real-time
The data of display reflection attention rate, the face number that display module is marked according to face recognition module, set in PC or movement
Dynamic Announce face number is on presetting the performance graph of time in standby terminal, and draws crowd for sales counter Commdity advertisement
The product attention rate desired value of board is simultaneously shown, while data are preserved.
5. the system of Intelligent Measurement crowd attention rate according to claim 4, it is characterised in that：The data of display module are protected
The pictorial information of photographing module transmission is automatically deleted during depositing, only preserves the face number, performance graph and reflection crowd of mark
For the product attention rate desired value of sales counter commodity billboard.
6. the system of Intelligent Measurement crowd attention rate according to claim 4, it is characterised in that：Display module is by three portions
It is grouped into, Part I is the picture display portion of the crowd state of photographing module shooting, and Part II is corresponding with picture
The dynamic graph display that changes over time of the human face data that identifies of face recognition module, Part III is the reflection people calculated
The desired value of the face of group's attention rate is shown.
7. the system of Intelligent Measurement crowd attention rate according to claim 1, it is characterised in that：Communication module is realizing
Data transfer, realize and close face number, performance graph and reflection crowd in display module for the product of sales counter commodity billboard
The data for reflecting attention rate are sent to high in the clouds by note degree desired value by the server of PC or mobile device terminal simultaneously.
8. the system of Intelligent Measurement crowd attention rate according to claim 1, it is characterised in that：Analysis computing module is drawn
The trend of attention rate expected data, realize wide for sales counter commodity to the reflection crowd of communication module transmission with big data analysis
The product attention rate desired value of board is accused, draws the trend of crowd's attention rate, the convenient market prospects for analyzing such product are so as to entering
One step strengthens the attraction degree of product.
9. the network system realization of Intelligent Measurement crowd's attention rate, it is characterised in that taken pictures first to camera device setting timing
Time parameter, it is set to send face recognition module to every the image of set time BR surrounding population；By recognition of face
Module judges to gather whether picture succeeds, if unsuccessful continue to wait camera device transmission picture, untill success；People
Face feature of the face identification module based on people, judge that it whether there is face according to the image of input, if irising out face in the presence of if,
And record data in real time is carried out to the face quantity on every pictures；Display module constantly receives face recognition module transmission
Data, performance graph and the attention rate desired value that calculates of the face number on the time are dynamically shown on PC terminal devices, it is real
When preserve data；Now whether system judges data saved success, it is contemplated that crowd's privacy is respected, if data preserve
Success, then it is automatically deleted the picture of all groups' state of photographing module shooting, only retention data；Communication module, which receives, shows mould
The expectation Value Data that block preserves, high in the clouds is sent to by equipment such as PC, servers, analysis computing module is new with big data etc.
Technology is further analyzed, and draws trend of the crowd for the product attention rate of sales counter commodity commercial value.
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| CN109002778A (en) * | 2018-06-29 | 2018-12-14 | 上海小蚁科技有限公司 | Concern amount determines method and device, storage medium, terminal |
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| CN110351353A (en) * | 2019-07-03 | 2019-10-18 | 店掂智能科技(中山)有限公司 | Stream of people's testing and analysis system with advertising function |
| CN111767820A (en) * | 2020-06-23 | 2020-10-13 | 京东数字科技控股有限公司 | Method, device, equipment and storage medium for identifying object concerned |
| CN113807264A (en) * | 2021-09-18 | 2021-12-17 | 北京市商汤科技开发有限公司 | Task demonstration method and device, electronic equipment and storage medium |
| CN117408760A (en) * | 2023-12-14 | 2024-01-16 | 成都亚度克升科技有限公司 | Picture display method and system based on artificial intelligence |
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