CN202374374U - Shopping mall crowd flow dynamic management system based on remote images - Google Patents
Shopping mall crowd flow dynamic management system based on remote images Download PDFInfo
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- CN202374374U CN202374374U CN2011204086836U CN201120408683U CN202374374U CN 202374374 U CN202374374 U CN 202374374U CN 2011204086836 U CN2011204086836 U CN 2011204086836U CN 201120408683 U CN201120408683 U CN 201120408683U CN 202374374 U CN202374374 U CN 202374374U
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Abstract
The utility model discloses a shopping mall crowd flow dynamic management system based on remote images, which comprises video monitors, a wireless communication module, a router, a management server and a database server, wherein the video monitors are arranged at an entrance and an exit of a shopping mall and transmit video images which are shot to the wireless communication module, the video monitors are connected with the wireless communication module, the wireless communication module is connected with the router, the router is connected with the management server through the Internet and a local area network, the management server comprises a crowd flow statistics module, a data statistics module and a stream media service module which receives and forwards images, and the management server is connected with the database server through the local area network. The shopping mall crowd flow dynamic management system based on the remote images achieves effective remote management of the shopping mall, extracts characteristic parameters of human bodies in dense floating crowd within a specified range of a video scene, analyzes and recognizes characteristics of objects, achieves counting output of dense circulation crowd, and is convenient to operate flexibly. The statistical accuracy of the crowd flow can reach 98.99%.
Description
Technical field
The utility model belongs to the passenger-flow data management system technical field, is specifically related to a kind of statistics and the profound system that analyzes, particularly a kind of sales field stream of people's dynamic management system based on remote image can the long-range volume of the flow of passengers to the decentralized sales field concentrated.
Background technology
As large-scale sales field; Passenger flow data is very abundant; At present; Passenger flow analysing is important market survey means, and especially abroad, most shopping mall, market, a large-scale chain business hall and chain commercial site necessary link before carrying out the market survey management and doing very important decision is the analysis-by-synthesis of carrying out passenger flow data.At home, some business decision persons also recognize the importance of passenger flow data for Analysis of Policy Making, generally adopt manual observation in festivals or holidays, come to the mode that market survey is carried out in on-the-spot place, sales field, statistics passenger flow data personally.Adopt the method for this large tracts of land manual research to obtain passenger flow and distribute, have a lot of shortcomings: the investigation cost is high, and data are disposable, can not in time reflect the variation of passenger flow, and information is run ragged very soon and can not uses, and can not share.
Crowd's mobile data acquisition method that other is also arranged in prior art is like photoelectric detection method, pressure sensing method.Adopt photoelectric detection method, require the shape of object to be detected unified and standard, the motor behavior strict conformance.Use on crowd's flow detection, have several factors to consider.Such as: client's individual difference is very big, and the fat or thin difference of height is added possible portable thing, is easy to cause misoperation.Client passes in and out the sales field and will carry out successively; In order to make a distinction, also to leave the space each other, therefore the method for this detection crowd flow; To client's behavior still is that the installation site of optoelectronic switch all has comparatively strict requirement, and there is very big difficulty the practical implementation particularly large-scale sales field of getting up.Though adopt the pressure sensing method less, but still require client to pass in and out successively to people's individual difference requirement, can not crowd, otherwise, still possibly produce misoperation.This kind method requires the performance of pressure sensor very high, can long-term stable operation.In order to prevent that the more a lot of clients of sales field client are stuck in import and export, cause the perseveration of pressure sensor, and cause the error of detection; An ad hoc signal; Only having under the situation of signal, just making the pressure sensor counting effectively, the equipment that needs is very complicated; Cost is also very high, is unfavorable for implementing to promote.
Summary of the invention
The purpose of the utility model is to solve the problem of above-mentioned existence; And provide a kind of can be through the characteristic parameter of human body among the moving crowd of solid stream in line drawing video scene specified scope; The object that dynamic tracking moves; Analytic target characteristic and identification, realize intensive circulation crowd counting output, directly perceived, accuracy is high, once statistics sells the many sales field stream of people's dynamic management systems based on remote image of number.
For realizing above-mentioned purpose; A kind of sales field stream of people's dynamic management system of the utility model design based on remote image; Comprise video monitor, wireless communication module, router, management server and database server; Said video monitor is placed in the import and export of each sales field, is used to take the sales field and imports and exports video image, and captured transmission of video images is arrived wireless communication module; Said video monitor is connected with wireless communication module; Wireless communication module is used for the transmission of video images of being accepted to router; Said wireless communication module is connected with router; Said router is connected with management server through the Internet or local area network (LAN); Said management server comprise be used for to the sales field come in and go out crowd's quantity statistics crowd's traffic statistics module, sales field crowd's data on flows is carried out the data statistics module of statistical analysis and the streaming media service module that receives and transmit image, said management server is connected with database server through local area network (LAN).
In technique scheme, be provided with the image intelligent processing module in said crowd's traffic statistics module, said image intelligent processing module comprises computer picture recognition module and multiple target tracking processing module.
Further; Said multiple target tracking processing module comprises that pretreatment module, context update module and moving target extract and tracking module; Said pretreatment module is connected with context update module, tracking module respectively, and said context update module is connected with tracking module.
In technique scheme, said streaming media service module comprises P2P video flowing transport module and coding and decoding video algoritic module H.264.
Sales field stream of people's dynamic management system based on remote image of the utility model; Being treated to the basis with video image and image intelligent, adopting video compression transmission and image intelligent processing module, is support with the network technology; Adopt distributed computing technology; Effective management that completion is carried out the sales field at far-end is through the characteristic parameter of human body among the moving crowd of solid stream in line drawing video scene specified scope (comprising time and spatial dimension), the object that dynamic tracking moves; Analytic target characteristic and identification realize intensive circulation crowd's counting output.The sale database that on the basis of image and intellectual analysis, combines sales field enterprise self; Carry out analysis-by-synthesis, provide data, multiple valuable business information can be provided with commercial value; Business administration there is good directive function, for business administration efficient has been brought qualitative leap.
The utility model is manipulated easy, does not have any use obstacle, has accomplished to surf the Net and will use.Provide the server forwards long-distance video of flexible expansion to check pattern, satisfy client's multipath concurrence monitoring remote video demand.Video transmission postpones extremely low, and video transmission postpones only about 1 second under the proper network environment.In addition, the utility model can support a plurality of users to visit a video monitoring point simultaneously, or a user visits a plurality of video monitoring points simultaneously, and is separate between the each point, do not disturb mutually.The all functions that possess long-distance on-line monitoring comprise that remote image supervises in real time, long-rangely retrieves for examination Video Document, Remote The Cloud Terrace camera lens, also can be provided with through the basic parameter of network to each site video camera, and are easy to operate, flexible.The statistical accuracy of crowd's flow can reach 98.99%.
Description of drawings
Fig. 1 is the theory diagram of the utility model.
Embodiment
Below in conjunction with accompanying drawing and embodiment the utility model is done further to specify.
Sales field stream of people's dynamic management system based on remote image as shown in Figure 1; Comprise video monitor, wireless communication module, router, management server and database server; Video monitor is placed in the import and export of each sales field; Be used to take the sales field and import and export video image, and captured transmission of video images is arrived wireless communication module; Video monitor is connected with wireless communication module; Wireless communication module is used for the transmission of video images of being accepted to router; Wireless communication module is connected with router; Said router is connected with management server through the Internet or local area network (LAN); Management server comprise be used for to the sales field come in and go out crowd's quantity statistics crowd's traffic statistics module, sales field crowd's data on flows is carried out the data statistics module of statistical analysis and the streaming media service module that receives and transmit image, the system that makes can support a plurality of clients to satisfy different administrative department's needs, management server is connected with database server through local area network (LAN).
Technology below the utility model sales field video surveillance management system has merged: mature technologies such as video monitoring, intelligent image, Network Transmission; Realize that enterprise effectively manages down to the sales field, branch in the whole world being distributed in the whole nation through network; Through video image,, can count the relation of crowd's flow and sale in conjunction with the sales data of sales field; For the policymaker of enterprise provides real-time data, improve the efficiency of management of enterprise.Its work principle is to combine video image technology and network technology, and front end uses the intelligent image technology simultaneously through the image of gathering is carried out real-time Transmission; Number to flow of the people, turnover is added up; Be treated to the basis with video image and image intelligent, network technology adopts distributed computing technology for supporting; Effective management that completion is carried out the sales field at far-end; Can adapt to bandwidth and resource allocation automatically in video image compression and network, the Internet bandwidth resources take little, and 2M ADSL network environment can meet the demands.The server admin and the P2P video flowing transmission means of innovation, the user manipulates easy, does not have any use obstacle, has accomplished to surf the Net and will use.Provide the server forwards long-distance video of flexible expansion to check pattern, satisfy client's multipath concurrence monitoring remote video demand.Video transmission postpones extremely low, and video transmission postpones only about 1 second under the proper network environment.System supports a plurality of users to visit a video monitoring point simultaneously, or a user visits a plurality of video monitoring points simultaneously, and is separate between the each point, do not disturb mutually.The all functions that possess long-distance on-line monitoring comprise that remote image supervises in real time, long-rangely retrieves for examination Video Document, Remote The Cloud Terrace camera lens, also can be provided with through the basic parameter of network to each site video camera.
System adopts computer picture recognition and multi-object tracking method on intelligent image; Through in line drawing video scene specified scope; The characteristic parameter that comprises human body among the moving crowd of solid stream in time and the spatial dimension; The object that dynamic tracking moves, analytic target characteristic and identification realize intensive circulation crowd's counting output.
In the video network transmission, realize the application of TCP through-transmission technique in transmission of video images.Solved the dependence of monitoring remote video to network condition; Even the transmission of 1,000,000 high-definition effect also only needs the present existing common ADSL of user to get final product; Greatly reduce the cost and the time cycle of system's construction, also saved the cost of use in system's later stage greatly.Adopt the server admin and the P2P video flowing transmission means of innovation, the user manipulates easy, does not have any use obstacle.Flow is excessive in the present ubiquity video transmission that well solves, and terminal image is browsed the phenomenon that card pauses.
Through adopting statistics and based on the context update algorithm of knowledge; Compare with the optical flow method of general employing at present; Can make lower that interference in the target leaching process falls, and propose the multiple target in the scene is followed the tracks of, from all types of target, identify the people according to the characteristics of human body then; And propose the multiple target in the scene is followed the tracks of, and then also can do cumulative statistics to crowd's counting in the current scene.Be provided with the image intelligent processing module in crowd's traffic statistics module, the image intelligent processing module comprises computer picture recognition module and multiple target tracking processing module.The multiple target tracking processing module comprises that pretreatment module, context update module and moving target extract and tracking module; Pretreatment module is connected with context update module, tracking module respectively; The context update module is connected with tracking module; Wherein, pretreated purpose is before image segmentation, to remove The noise; Adopt statistics and be to carry out according to the thought that video sequence interframe has a very strong correlation based on the context update algorithm of knowledge.It is to utilize the background of recovery and the information of present frame that moving target extracts, and is partitioned into the approximate region of all moving targets.Motion target tracking then is to follow the tracks of moving target and the analysis and the identification of being extracted.The result's output that to discern at last.Because terminal system will be applied to different environment; And in machine vision, still do not have a kind of general algorithm to deal with various situation; So, the system integration a large amount of algorithms, the algorithm that can work as according to the site environment appropriate; And, make on-the-spot modification and debugging convenient with various variable element centralized management.
The utility model combines the database of businessman, just forms the platform of complete data analysis, through the analysis to crowd's flow and businessman's data, multiple valuable business information can be provided, and business administration is had good directive function.Through test, the capacity of the long-range sales field of the utility model can reach 300, and the statistical accuracy of crowd's flow can reach 98.99%.
Obviously; Those skilled in the art can carry out various changes and modification to the utility model and not break away from the spirit and the scope of the utility model; As: image compression module can be set, on the video monitor in network transmission process, video data is compressed once more; The different ways of realization of route; Database root is according to concrete data volume size; Can be arranged on the management server, also can be separately with an equipment, or the like; These are revised with modification and also belong within the scope of the utility model claim and equivalent technologies thereof, and the utility model also is intended to comprise these changes and modification interior certainly.
The content of not doing in this specification to describe in detail belongs to this area professional and technical personnel's known prior art.
Claims (4)
1. sales field stream of people's dynamic management system based on remote image; Comprise video monitor, wireless communication module, router, management server and database server; It is characterized in that: said video monitor is placed in the import and export of each sales field; Be used to take the sales field and import and export video image, and captured transmission of video images is arrived wireless communication module; Said video monitor is connected with wireless communication module; Wireless communication module is used for the transmission of video images of being accepted to router; Said wireless communication module is connected with router; Said router is connected with management server through the Internet or local area network (LAN); Said management server comprise be used for to the sales field come in and go out crowd's quantity statistics crowd's traffic statistics module, sales field crowd's data on flows is carried out the data statistics module of statistical analysis and the streaming media service module that receives and transmit image, said management server is connected with database server through local area network (LAN).
2. the sales field stream of people's dynamic management system based on remote image according to claim 1; It is characterized in that: be provided with the image intelligent processing module in said crowd's traffic statistics module, said image intelligent processing module comprises computer picture recognition module and multiple target tracking processing module.
3. the sales field stream of people's dynamic management system based on remote image according to claim 2; It is characterized in that: said multiple target tracking processing module comprises that pretreatment module, context update module and moving target extract and tracking module; Said pretreatment module is connected with context update module, tracking module respectively, and said context update module is connected with tracking module.
4. the sales field stream of people's dynamic management system based on remote image according to claim 1 is characterized in that: said streaming media service module comprises P2P video flowing transport module and coding and decoding video algoritic module H.264.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN2011204086836U CN202374374U (en) | 2011-10-25 | 2011-10-25 | Shopping mall crowd flow dynamic management system based on remote images |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN2011204086836U CN202374374U (en) | 2011-10-25 | 2011-10-25 | Shopping mall crowd flow dynamic management system based on remote images |
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| CN202374374U true CN202374374U (en) | 2012-08-08 |
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| CN2011204086836U Expired - Fee Related CN202374374U (en) | 2011-10-25 | 2011-10-25 | Shopping mall crowd flow dynamic management system based on remote images |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103701864A (en) * | 2013-12-09 | 2014-04-02 | 徐正 | Storefront data real-time analysis system, method, device and server |
| CN104243539A (en) * | 2013-06-24 | 2014-12-24 | 深圳市天和荣视频技术有限公司 | Real-time anonymity video commerce analyzing system based on cloud computing |
| WO2018121127A1 (en) * | 2016-12-30 | 2018-07-05 | 苏州万店掌网络科技有限公司 | System for collecting statistics on pedestrian traffic by means of tracking based on video analysis technique |
-
2011
- 2011-10-25 CN CN2011204086836U patent/CN202374374U/en not_active Expired - Fee Related
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104243539A (en) * | 2013-06-24 | 2014-12-24 | 深圳市天和荣视频技术有限公司 | Real-time anonymity video commerce analyzing system based on cloud computing |
| CN103701864A (en) * | 2013-12-09 | 2014-04-02 | 徐正 | Storefront data real-time analysis system, method, device and server |
| WO2018121127A1 (en) * | 2016-12-30 | 2018-07-05 | 苏州万店掌网络科技有限公司 | System for collecting statistics on pedestrian traffic by means of tracking based on video analysis technique |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C14 | Grant of patent or utility model | ||
| GR01 | Patent grant | ||
| DD01 | Delivery of document by public notice | ||
| DD01 | Delivery of document by public notice |
Addressee: Patent of Wuhan golden digital image signal equipment Co.,Ltd. The person in charge Document name: Notice of termination of patent right |
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| CF01 | Termination of patent right due to non-payment of annual fee | ||
| CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20120808 Termination date: 20201025 |