CN109977759A - A kind of passenger flow statistics monitoring system surpassed towards wisdom quotient - Google Patents
A kind of passenger flow statistics monitoring system surpassed towards wisdom quotient Download PDFInfo
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- CN109977759A CN109977759A CN201910088749.9A CN201910088749A CN109977759A CN 109977759 A CN109977759 A CN 109977759A CN 201910088749 A CN201910088749 A CN 201910088749A CN 109977759 A CN109977759 A CN 109977759A
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- 238000012544 monitoring process Methods 0.000 title claims abstract description 34
- 238000010191 image analysis Methods 0.000 claims abstract description 9
- 238000004458 analytical method Methods 0.000 claims description 6
- 230000005540 biological transmission Effects 0.000 claims description 5
- 230000001815 facial effect Effects 0.000 claims description 3
- 238000012163 sequencing technique Methods 0.000 claims description 3
- 230000006399 behavior Effects 0.000 description 15
- 230000003542 behavioural effect Effects 0.000 description 3
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- 230000003993 interaction Effects 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0201—Market modelling; Market analysis; Collecting market data
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- G—PHYSICS
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0242—Determining effectiveness of advertisements
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- G—PHYSICS
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- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/41—Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
- G06V20/53—Recognition of crowd images, e.g. recognition of crowd congestion
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
- H04N7/181—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources
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Abstract
The invention discloses a kind of passenger flow statistics monitoring systems surpassed towards wisdom quotient.System of the invention includes video monitoring module, image analysis module, data service module, data disaply moudle.The present invention exceeds entrance in quotient, video monitoring is set, and it is based on face recognition technology, identification is carried out to the information in entrance video monitoring to label, with real-time statistics passenger flow situation and analyzed, it can the real-time display volume of the flow of passengers, popular commodity area at present, the potentiality article that may be purchased, and situation is paid close attention in advertisement, and record fine-grained customer behavior information, residence time including each commodity region and whether pick up article, these information can provide support for the subsequent precision marketing for customer, also it can improve user's shopping experience using these information, it can increase customer's viscosity.In conclusion this system invention can be the management that quotient surpasses, sale and trade and investment promotion provide help.
Description
Technical field
The present invention relates to passenger flow statistics analysis fields, and in particular to a kind of passenger flow statistics monitoring system surpassed towards wisdom quotient
System.
Background technique
With economic growth, the consumption idea of people is also gradually upgrading, and consumer increasingly payes attention to actual shopping
Experience.It only provides to buy and service and traditional quotient without shopping experience surpasses and online shopping mall, be not well positioned to meet disappearing for user
Take demand.In this context, the wisdom quotient towards big data is super, collects passenger flow information and user behavior using Internet technology
Record, to improve the interaction of Shang Chaoyu user, constantly according to these information to meet user demand and improve sales volume.
" wisdom " that wisdom quotient surpasses derives from data, and passenger flow statistics monitoring system can provide the statistics of passenger flow for quotient is super, care for
The record of objective behavioural information and security monitoring are the super essential a part of wisdom quotient.The super passenger flow system of business at present
Meter systems are integrally simply counted to the passenger flow in market, and can completely record customer is not continuous in market
Behavioural information and more fine-grained customer behavior information.In addition, the passenger flow statistical system that current business is super, also not collecting has
The missing of the information of underlying commodity temperature and the information of ad attention, these information will generate not the super marketing analysis of subsequent quotient
Benefit influences.
To solve the above-mentioned problems, the present invention proposes a kind of passenger flow monitor statistical system surpassed towards wisdom quotient, by
Market entrance, commodity region entrance are disposed video monitoring, and are known based on face around billboard and around sales counter
Other technology analyzes monitor video frame by frame, so that passenger flow situation is counted, commodity temperature information, ad attention, and record customer
Fine granularity behavioural information.
Summary of the invention
It is an object of the invention to be counted for the super passenger flow information of wisdom quotient and customer behavior Information Statistics this demands,
Propose a kind of passenger flow statistics monitoring system surpassed towards wisdom quotient, with real-time statistics passenger flow situation, commodity temperature information and
Ad attention, and record fine-grained customer behavior information.
To solve the above-mentioned problems, described the invention proposes a kind of passenger flow statistics monitoring system surpassed towards wisdom quotient
System includes:
Video monitoring module, image analysis module, data service module, data disaply moudle.
Preferably, the video monitoring module is made of video monitoring camera and wireless transmission section.Video monitoring is taken the photograph
As head includes quotient beyond entrance camera, Shang Chaoneige retail shop region entrance camera, the super interior sales counter camera of quotient, Shang Chao
Interior billboard camera.Wireless transmission section is responsible for the data that camera acquires being transmitted to image analysis module.
Preferably, described image analysis module is identified by customer's recognition unit, customer's sight recognition unit and customer behavior
Unit is constituted.Customer's recognition unit analyzes frame by frame video identification customer and adds unique identification, the identification of customer's sight for customer
Unit judges whether customer watches billboard by the estimation to customer's facial orientation and sight.Customer behavior recognition unit
It is identified by the position to article in certain intervals frame, judges whether customer picks up commodity.
Preferably, the data service module by passenger flow statistics unit, customer behavior collection unit and advertistics unit,
Database Unit is constituted.It is 0 that passenger flow statistics unit initializes quotient to surpass current persons count first, and each commodity region current persons count is 0.When
Receive customer enter quotient's metainformation i.e. record type be 1 record when, quotient surpass current persons count add 1；When receiving record type
For 2 record when, quotient surpass current persons count subtract 1.It similarly, is 3 when receiving customer to enter quotient to surpass certain area information i.e. record type
Record when, corresponding quotient superzone domain current persons count adds 1；When receiving the record that record type is 4, corresponding quotient superzone domain is worked as
Preceding number subtracts 1.Customer behavior collection unit is triggered when record type is 2 record, and will be cared for according to the unique identification of customer
The record that visitor generates in market is calculated customer and the residence time in market leaves the market time and subtracted by record time-sequencing
Into the market time, and by Customer Information arrange for [customer's unique identification, into the market time, into market zone time,
Market zone time is left, certain region residence time, customer behavior type, article unique identification, between leaving quotient's time-out, Shang Chao
Residence time], and it is stored in database.Advertistics unit, the concern number for initializing all billboards is 0, by fixation time
It is 0.When receiving the record that record type is 5, corresponding billboard concern number adds 1, is infused by fixation time equal to customer
Family, which is subtracted, depending on time departure watches the time started attentively.
Preferably, the data disaply moudle is by the super real-time passenger flow display unit of quotient, the super much-sought-after item display unit of quotient, visitor
Prewarning unit, the super potentiality commodity display unit of quotient, the super ad attention display unit of quotient is flowed to constitute.Quotient is super, and real-time passenger flow display is single
Quotient in passenger flow statistics module is surpassed current persons count's real-time display by member.The super much-sought-after item display unit of quotient, can be by commodity region
Passenger flow situation reflect, it is more than the passenger flow of commodity region it is believed that the commodity are much-sought-after item.By working as in passenger flow statistics unit
The 5 corresponding commodity area information real-time display in commodity region before the number of preceding quotient superzone domain.It is super that quotient is arranged in passenger flow prewarning unit in advance
It is expected that galleryful, start early warning when current persons count is more than the 80% of expected galleryful, when number is further up be by
Short massage notice quotient surpasses administrative staff.The super potentiality commodity display unit of quotient, customer pick up article and are expressed to a certain extent to object
The interest of product, customer, which picks up article and can be divided into, have been bought and has not bought, and the article that do not buy that customer picks up is regarded as potentiality
Article.The record that record type in 24 hours is 6 is taken out, by article unique identification progress quantity statistics, 5 before display number
Merchandise news.The super ad attention display unit of quotient takes out the record that record type in 24 hours is 5, unique by billboard
It identifies and carries out quantity statistics, 5 billboard information before display number.
A kind of passenger flow statistics monitoring system surpassed towards wisdom quotient proposed by the present invention, is counted by surpassing passenger flow to quotient
And analysis, it can be with the real-time display volume of the flow of passengers, popular commodity area may be purchased at present potentiality article and advertisement concern feelings
Condition.The distribution situation in current much-sought-after item area, the subregion arrangement that quotient can be instructed to surpass improve sales volume；The popular of advertisement attracts
Situation can provide guidance for the billboard installation position that quotient surpasses or further advertisement be promoted to promote trade and investment.The real-time of passenger flow is shown
Show and early warning, can be convenient the management that quotient surpasses.Most important, this system has recorded customer in the Continuous behavior in market, packet in detail
It includes the residence time in each commodity region and whether picks up article, these information can mention for the subsequent precision marketing for customer
For supporting, it also can improve user's shopping experience using these information, can increase customer's viscosity.In conclusion this system can be quotient
Super management, sale and trade and investment promotion provide help.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is the passenger flow statistics monitoring system module map of the embodiment of the present invention surpassed towards wisdom quotient.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Fig. 1 is the passenger flow statistics monitoring system module map of the embodiment of the present invention surpassed towards wisdom quotient, as shown in Figure 1, should
System includes:
S1, video monitoring module, image analysis module, data service module, data disaply moudle.
S1 is specific as follows:
S1-1, the video monitoring module are made of video monitoring camera and wireless transmission section.Video monitoring camera shooting
Head includes that quotient exceeds entrance camera, and Shang Chaoneige retail shop region entrance camera, the super interior sales counter camera of quotient, quotient is super interior
Billboard camera.Wireless transmission section is responsible for the data that camera acquires being transmitted to image analysis module.
S1-2, described image analysis module are identified single by customer's recognition unit, customer's sight recognition unit and customer behavior
Member is constituted.Customer's recognition unit analyzes frame by frame video identification customer and adds unique identification for customer, and the identification of customer's sight is single
Member judges whether customer watches billboard by the estimation to customer's facial orientation and sight.Customer behavior recognition unit is logical
The position identification to article in certain intervals frame is crossed, judges whether customer picks up commodity.
S1-3, the data service module is by passenger flow statistics unit, customer behavior collection unit and advertistics unit, number
It is constituted according to library unit.It is 0 that passenger flow statistics unit initializes quotient to surpass current persons count first, and each commodity region current persons count is 0.When connecing
Receive customer enter quotient's metainformation i.e. record type be 1 record when, quotient surpass current persons count add 1；It is 2 when receiving record type
Record when, quotient surpass current persons count subtract 1.Similarly, when receive customer enter quotient surpass certain area information i.e. record type be 3 note
When record, corresponding quotient superzone domain current persons count adds 1；When receiving the record that record type is 4, forefathers are worked as in corresponding quotient superzone domain
Number subtracts 1.Customer behavior collection unit triggers when record type is 2 record, and customer is existed according to the unique identification of customer
The record generated in market is by record time-sequencing, and calculating customer, i.e. leaving the market time subtracts entrance in the residence time in market
The market time, and Customer Information is arranged as [customer's unique identification is left into the market time into market zone time
Market zone time, certain region residence time, customer behavior type, article unique identification, between leaving quotient's time-out, quotient is super to be stayed
Time], and it is stored in database.Advertistics unit, it is 0 by fixation time that the concern number for initializing all billboards, which is 0,.
When receiving the record that record type is 5, corresponding billboard concern number adds 1, by fixation time be equal to customer watch attentively from
ETAD expected time of arrival and departure subtracts family and watches the time started attentively.
S1-4, the data disaply moudle is by the super real-time passenger flow display unit of quotient, the super much-sought-after item display unit of quotient, passenger flow
Prewarning unit, the super potentiality commodity display unit of quotient, the super ad attention display unit of quotient are constituted.Quotient is super, and real-time passenger flow display is single
Quotient in passenger flow statistics module is surpassed current persons count's real-time display by member.The super much-sought-after item display unit of quotient, can be by commodity region
Passenger flow situation reflect, it is more than the passenger flow of commodity region it is believed that the commodity are much-sought-after item.By working as in passenger flow statistics unit
The 5 corresponding commodity area information real-time display in commodity region before the number of preceding quotient superzone domain.It is super that quotient is arranged in passenger flow prewarning unit in advance
It is expected that galleryful, start early warning when current persons count is more than the 80% of expected galleryful, when number is further up be by
Short massage notice quotient surpasses administrative staff.The super potentiality commodity display module of quotient, customer pick up article and are expressed to a certain extent to object
The interest of product, customer, which picks up article and can be divided into, have been bought and has not bought, and the article that do not buy that customer picks up is regarded as potentiality
Article.The record that record type in 24 hours is 6 is taken out, by article unique identification progress quantity statistics, 5 before display number
Merchandise news.The super ad attention display unit of quotient takes out the record that record type in 24 hours is 5, unique by billboard
It identifies and carries out quantity statistics, 5 billboard information before display number.
The embodiment of the present invention propose a kind of passenger flow statistics monitoring system surpassed towards wisdom quotient, by quotient surpass passenger flow into
Row statistics and analysis, can be with the real-time display volume of the flow of passengers, popular commodity area may be purchased at present potentiality article and advertisement
Pay close attention to situation.The distribution situation in current much-sought-after item area, the subregion arrangement that quotient can be instructed to surpass improve sales volume；The heat of advertisement
Door-inhale draws situation, and guidance can be provided for the billboard installation position that quotient surpasses or further advertisement is promoted to promote trade and investment.Passenger flow
Real-time display and early warning can be convenient the management that quotient surpasses.Most important, this system has recorded customer in the continuous row in market in detail
For, residence time including each commodity region and whether article is picked up, these information can be to be subsequent for the accurate of customer
Marketing provides support, also can improve user's shopping experience using these information, can increase customer's viscosity.In conclusion this system
It can be the management that quotient surpasses, sale and trade and investment promotion provide help.
Those of ordinary skill in the art will appreciate that all or part of the steps in the various methods of above-described embodiment is can
It is completed with instructing relevant hardware by program, which can be stored in a computer readable storage medium, storage
Medium may include: read-only memory (ROM, Read Only Memory), random access memory (RAM, Random
Access Memory), disk or CD etc..
In addition, being provided for the embodiments of the invention a kind of passenger flow statistics monitoring system progress surpassed towards wisdom quotient above
It is discussed in detail, used herein a specific example illustrates the principle and implementation of the invention, above embodiments
Explanation be merely used to help understand method and its core concept of the invention；At the same time, for those skilled in the art,
According to the thought of the present invention, there will be changes in the specific implementation manner and application range, in conclusion in this specification
Appearance should not be construed as limiting the invention.
Claims (5)
1. a kind of passenger flow statistics monitoring system surpassed towards wisdom quotient, which is characterized in that the system include: video monitoring module,
Image analysis module, data service module, data disaply moudle.
2. a kind of passenger flow statistics monitoring system surpassed towards wisdom quotient as described in claim 1, which is characterized in that the view
Frequency monitoring module includes: video monitoring camera and wireless transmission section.Video monitoring camera includes that quotient images beyond entrance
Head, Shang Chaoneige retail shop region entrance camera, the super interior sales counter camera of quotient, the super interior billboard camera of quotient.It is wireless to pass
It is responsible for the data that camera acquires being transmitted to image analysis module in defeated part.
3. a kind of passenger flow statistics monitoring system surpassed towards wisdom quotient as described in claim 1, which is characterized in that the figure
As analysis module includes: customer's recognition unit, customer's sight recognition unit and customer behavior unit.Customer's recognition unit is to video
Analysis identifies customer and adds unique identification for customer frame by frame, and customer's sight recognition unit passes through to customer's facial orientation and view
The estimation of line, judges whether customer watches billboard.Customer behavior recognition unit passes through the position to article in certain intervals frame
Identification, judges whether customer picks up commodity.
4. a kind of passenger flow statistics monitoring system surpassed towards wisdom quotient as described in claim 1, which is characterized in that the number
It include: passenger flow statistics unit, customer behavior collection unit and advertistics unit, Database Unit according to service module.Customer's row
The record generated customer in market for collection unit according to the unique identification of customer is by record time-sequencing.
5. a kind of passenger flow statistics monitoring system surpassed towards wisdom quotient as described in claim 1, which is characterized in that the number
It include: the super real-time passenger flow display unit of quotient, the super much-sought-after item display unit of quotient, passenger flow prewarning unit and Shang Chaoqian according to display module
Power commodity display unit, the super ad attention display unit of quotient.The super real-time passenger flow display unit real-time display passenger flow statistics list of quotient
Quotient in member surpasses current persons count.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111310602A (en) * | 2020-01-20 | 2020-06-19 | 北京正和恒基滨水生态环境治理股份有限公司 | System and method for analyzing attention of exhibit based on emotion recognition |
| CN111626782A (en) * | 2020-05-28 | 2020-09-04 | 海南朗特赛数据科技有限公司 | Advertisement putting method and system |
| CN112465566A (en) * | 2020-12-14 | 2021-03-09 | 树蛙信息科技(南京)有限公司 | Shopping mall passenger flow volume prediction method based on historical data auxiliary scene analysis |
| CN116029395A (en) * | 2023-03-24 | 2023-04-28 | 深圳市明源云科技有限公司 | Pedestrian flow early warning method and device for business area, electronic equipment and storage medium |
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Application publication date: 20190705 |