CN106326835A - Human face data collection statistical system and method for gas station convenience store - Google Patents
Human face data collection statistical system and method for gas station convenience store Download PDFInfo
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- CN106326835A CN106326835A CN201610633233.4A CN201610633233A CN106326835A CN 106326835 A CN106326835 A CN 106326835A CN 201610633233 A CN201610633233 A CN 201610633233A CN 106326835 A CN106326835 A CN 106326835A
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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
- G06V40/172—Classification, e.g. identification
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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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Abstract
The invention discloses a human face data collection statistical system and method for a gas station convenience store. The system comprises a local management system, a cloud server end and a mobile terminal; the local management system comprises a passenger flow sensor, a passenger flow analysis processor, an image collection device, an image analysis processing device and a local server; according to the method, passenger flow data statistics information is compared with human face data characteristic information, and the passenger flow data statistics information and the human face data characteristic information are combined into a passenger flow information statistics table comprising detailed identity information. According to the method, statistics can be run on passenger flow information in the convenience store, image information at a passageway can be shot in real time, the human face data characteristic information in the image information can be extracted for comparison, acquisition of personal identity information of users can be facilitated, the personal identity information of the users can be printed on the detailed passenger flow statistics tables, and convenience of usage can be realized.
Description
Technical field
The present invention relates to the technical field of gas station's passenger-flow data management, a kind of people for convenience store of gas station
Face statistics of data acquisition system and method.
Background technology
Recently coming, along with increasing of private car, the volume of the flow of passengers of gas station increases the most therewith.Traditional gas station cannot be right
The volume of the flow of passengers of every day is monitored, and owing to the vehicles while passing time of gas station is short, vehicle is many, many times can only pass through photographic head
Catch a vehicle license plate, it is impossible to accurately the vehicle in the unit interval is carried out statistical counting.
The convenience store being positioned at gas station cannot capture passenger flow information and the identity information of turnover personnel equally, thus brings
Unsafe factor exist all the time, be also unfavorable for the fine-grained management of company simultaneously.
Number of patent application: 201610060385.X discloses the method and device of a kind of recognition of face, including: detection video
Whether stream picture comprises the information of the local feature of face, determines the face comprised in video streaming image according to testing result,
Determine the face of effectively identification, carry out In vivo detection identification；When the face effectively identified meets In vivo detection identification condition, carry
Take single-frame images or the photo of video streaming image, generate personal feature head portrait；Personal feature letter is carried out according to personal feature head portrait
Breath extracts；Personal feature information is carried out similarity comparison, when similarity is more than with the model characteristic information in personal feature storehouse
When presetting similarity threshold, then start related application.
Above-mentioned prior art is provided solely for how identifying face, it is impossible to how offer carries out human face data in convenience store is divided
Analysis judgement and passenger flow statistics etc., it can be seen that, above-mentioned patented technology is different from the technical characteristic of the application, the technology solved
Problem is different, therefore, enlightens without any technology between the two.
Summary of the invention
Based on this, for the problems referred to above, the present invention provides a kind of human face data collection for convenience store of gas station to add up
System and method, the passenger flow information in convenience store can be added up by this system and method, and the image at captured in real-time passage
Information, and the human face data characteristic information extracted in image information contrasts, and is conducive to obtaining the personally identifiable information of user,
And printed by detailed passenger flow statistics table, easy to use.
The technical scheme is that a kind of human face data collecting statistical system for convenience store of gas station, including this
Body management system, cloud server end and mobile terminal, local management system includes passenger flow sensor, passenger flow analysing processor, figure
As harvester, image analysis processing device and home server, local management system by network respectively with mobile terminal with
And cloud server end is connected, mobile terminal is connected with cloud server end also by network；Described passenger flow sensor is used for obtaining visitor
Stream information, described passenger flow information includes passenger flow direction, passenger flow state and passenger flow quantity；Described passenger flow analysing processor is for obtaining
The passenger flow information taken is analyzed and adds up；Described image collecting device is for obtaining the image information in passenger flow passage；Described
Image analysis processing device is for extracting human face data characteristic information, and the face number that will extract from the image information obtained
Compare with the characteristic information in data base according to characteristic information；Described home server is used for storing human face data characteristic information
And make passenger flow information form；Described cloud server end is used for providing network face data characteristic information, and to the people obtained
Face data characteristic information stores and backs up；Described mobile terminal is used for remote inquiry passenger flow information form or image collector
Put the image information of acquisition.
In the present invention, the image information at image collecting device energy Acquisition channel, and extract the face in image information
Data characteristic information compares, it is judged that now the human face data characteristic information in image information whether belong to employee or
Regular guest, if being not belonging to, entering back in data base and comparing, and obtains the personnel identity information of this human face data characteristic information.This
Invention is additionally provided with passenger flow sensor, the artificial abortion of turnover convenience store can be carried out data acquisition, it is simple to add up passenger flow information,
And coordinate with image collecting device, the passenger flow information statistical table with detailed identification information can be printed.
Preferably, it also includes a suspect's mark module, and a suspect's mark module is used in image information knowledge
The suspect personnel that other blacklist personnel and the police provide are marked, and monitor in real time, are conducive to carrying out a suspect
Review.
Preferably, local management system also includes that malice steals net detector, and malice is stolen net detector and is used for monitoring evil
Meaning replicates data message and steals the malicious act of network traffics.
A kind of human face data for convenience store of gas station gathers statistical method, comprises the following steps:
A, obtaining passenger flow information and image information respectively by passenger flow sensor and image collecting device, described passenger flow information includes
Passenger flow direction, passenger flow state and passenger flow quantity, described image information is the image information including human face data characteristic information；
B, the passenger flow information obtained it is analyzed and processes, and making passenger flow information statistical report form；
C, from image information, extract human face data characteristic information, and the human face data characteristic information of extraction is carried out human face data
Characteristic information comparison processes；
D, comparison is processed after the human face data characteristic information of personnel identity information and extraction that obtains match, and be stored in
In ground server and cloud server end.
Preferably, in step c, also include comparison in detailed below process step:
C1, the human face data characteristic information of extraction is carried out pretreatment, the human face data characteristic information that will extract and member in shop
The human face data characteristic information of work and regular guest is compared, if comparison success, then obtains the human face data feature letter of this extraction
The personnel identity information of breath, and bind therewith, described identity information includes name, sex, home address and identification card number information；
If c2 pretreatment stage cannot obtain the human face data characteristic information matched, then by the human face data feature of this extraction
Data phase comparison in information and date storehouse, if comparison success, then obtains personnel's body of the human face data characteristic information of this extraction
Part information, and bind therewith；
If c3 comparison successfully, then cannot obtain network data base from cloud server end and compare from data base, if comparison
Success, then obtain the personnel identity information of the human face data characteristic information of this extraction, and bind therewith；
If this extraction human face data characteristic information comparison successfully, then cannot be marked, and be stored in from network data base by c4
In None-identified data base.
Preferably, if the human face data characteristic information extracted occurred ten times and more than ten times in one month, then it is labeled as
Regular guest, and this human face data characteristic information is stored in regular guest data base.
Preferably, if the human face data characteristic information extracted belongs to the people in the suspect member of blacklist or police's offer
Member, then be marked personnel with this human face data characteristic information in image information, and obtain these personnel at In-store Events
All image informations, and be stored in data base.
Preferably, also include that monitor malicious replicates data message and steals the malicious act of network traffics.
The invention has the beneficial effects as follows:
(1) can the passenger flow information data of Real-time Collection convenience store and image information, and extract the human face data letter in image information
Breath is analyzed, beneficially the management and control that becomes more meticulous of convenience store, adds the safety of convenience store's management；
(2), during the relative analysis of human face data information, first employee and regular guest are carried out comparing, filtering type comparing side
Formula, saves comparison time, easy to use；
(3) it is provided with cloud server end, the data message of local collection can be stored, moreover it is possible to provide network face database to compare
Right, beneficially the common of resource utilizes and exploitation；
(4) people's Data stream statistics is combined with human face data characteristic information comparison, can make out with detailed identification information
The management of passenger flow information statistical table, beneficially convenience store；
(5) a suspect or the police can be ordered to arrest personnel to be marked, it is simple to monitor or review afterwards the behavior record of these personnel.
Accompanying drawing explanation
Fig. 1 is the structural schematic block diagram of collecting statistical system of the present invention；
Fig. 2 is the flow chart that the present invention gathers statistical method；
In figure, 10-passenger flow sensor, 20-passenger flow analysing processor, 30-image collecting device, 40-image analysis processing device,
50-home server, 60-cloud server end, 70-mobile terminal.
Detailed description of the invention
Technical scheme is described in further detail below in conjunction with the accompanying drawings, but protection scope of the present invention is not limited to
The following stated.
Embodiment: as it is shown in figure 1, a kind of human face data collecting statistical system for convenience store of gas station, including body
Management system, cloud server end 60 and mobile terminal 70, local management system includes passenger flow sensor 10, passenger flow analysing processor
20, image collecting device 30, image analysis processing device 40 and home server 50, local management system by network respectively with
Mobile terminal 70 and cloud server end 60 are connected, and mobile terminal 70 is connected with cloud server end 60 also by network；Described visitor
Flow sensor 10 is used for obtaining passenger flow information, and described passenger flow information includes passenger flow direction, passenger flow state and passenger flow quantity；Described visitor
Stream analysis processor 20 is for being analyzed the passenger flow information obtained and add up；Described image collecting device 30 is used for obtaining visitor
Image information in circulation road；Described image analysis processing device 40 is for extracting human face data from the image information obtained
Characteristic information, and the human face data characteristic information of extraction is compared with the characteristic information in data base；Described local service
Device 50 is used for storing human face data characteristic information and making passenger flow information form；Described cloud server end 60 is used for providing network
Human face data characteristic information, and the human face data characteristic information obtained is stored and backs up；Described mobile terminal 70 is used for
The image information that remote inquiry passenger flow information form or image collecting device obtain.
In the present invention, the image information at image collecting device 30 energy Acquisition channel, and extract the people in image information
Face data characteristic information compares, it is judged that whether the human face data characteristic information in image information belongs to employee now
Or regular guest, if being not belonging to, entering back in data base and comparing, obtain the personnel identity information of this human face data characteristic information.
The present invention is additionally provided with passenger flow sensor 10, the artificial abortion of turnover convenience store can be carried out data acquisition, it is simple to carry out passenger flow information
Statistics, and coordinate with image collecting device, the passenger flow information statistical table with detailed identification information can be printed.
Preferably, it also includes a suspect's mark module, and a suspect's mark module is used in image information knowledge
The suspect personnel that other blacklist personnel and the police provide are marked, and monitor in real time, are conducive to carrying out a suspect
Review.
Preferably, local management system also includes that malice steals net detector, and malice is stolen net detector and is used for monitoring evil
Meaning replicates data message and steals the malicious act of network traffics.
A kind of human face data for convenience store of gas station gathers statistical method, as in figure 2 it is shown, comprise the following steps:
S1, being obtained passenger flow information and image information respectively by passenger flow sensor 10 and image collecting device 30, described passenger flow is believed
Breath includes passenger flow direction, passenger flow state and passenger flow quantity, and described image information is to include the image of human face data characteristic information
Information；
S2, the passenger flow information obtained it is analyzed and processes, and making passenger flow information statistical report form；
S3, from image information, extract human face data characteristic information, and the human face data characteristic information of extraction is carried out face number
Process according to characteristic information comparison；
S4, comparison is processed after the human face data characteristic information of personnel identity information and extraction that obtains match, and be stored in
In home server and cloud server end.
Preferably, in step s3, also include comparison in detailed below process step:
S31, the human face data characteristic information of extraction is carried out pretreatment, the human face data characteristic information that will extract and member in shop
The human face data characteristic information of work and regular guest is compared, if comparison success, then obtains the human face data feature letter of this extraction
The personnel identity information of breath, and bind therewith, described identity information includes name, sex, home address and identification card number information；
If s32 pretreatment stage cannot obtain the human face data characteristic information matched, then by the human face data feature of this extraction
Data phase comparison in information and date storehouse, if comparison success, then obtains personnel's body of the human face data characteristic information of this extraction
Part information, and bind therewith；
If s33 comparison successfully, then cannot obtain network data base from cloud server end and compare from data base, if ratio
To success, then obtain the personnel identity information of the human face data characteristic information of this extraction, and bind therewith；
If this extraction human face data characteristic information comparison successfully, then cannot be marked, and deposit from network data base by s34
Enter in None-identified data base.
Preferably, if the human face data characteristic information extracted occurred ten times and more than ten times in one month, then it is labeled as
Regular guest, and this human face data characteristic information is stored in regular guest data base.
Preferably, if the human face data characteristic information extracted belongs to the people in the suspect member of blacklist or police's offer
Member, then be marked personnel with this human face data characteristic information in image information, and obtain these personnel at In-store Events
All image informations, and be stored in data base.
Preferably, also include that monitor malicious replicates data message and steals the malicious act of network traffics.
Embodiment described above only have expressed the detailed description of the invention of the present invention, and it describes more concrete and detailed, but also
Therefore the restriction to the scope of the claims of the present invention can not be interpreted as.It should be pointed out that, for those of ordinary skill in the art
For, without departing from the inventive concept of the premise, it is also possible to make some deformation and improvement, these broadly fall into the guarantor of the present invention
Protect scope.
Claims (8)
1. the human face data collecting statistical system for convenience store of gas station, it is characterised in that include ontology management system,
Cloud server end and mobile terminal, local management system include passenger flow sensor, passenger flow analysing processor, image collecting device,
Image analysis processing device and home server, local management system by network respectively with mobile terminal and cloud server end
Being connected, mobile terminal is connected with cloud server end also by network；
Described passenger flow sensor is used for obtaining passenger flow information, and described passenger flow information includes passenger flow direction, passenger flow state and passenger flow number
Amount；
Described passenger flow analysing processor is for being analyzed the passenger flow information obtained and add up；
Described image collecting device is for obtaining the image information in passenger flow passage；
Described image analysis processing device is for extracting human face data characteristic information from the image information obtained, and will extract
Human face data characteristic information compare with the characteristic information in data base；
Described home server is used for storing human face data characteristic information and making passenger flow information form；
Described cloud server end is used for providing network face data characteristic information, and carries out the human face data characteristic information obtained
Store and backup；
The image information that described mobile terminal obtains for remote inquiry passenger flow information form or image collecting device.
A kind of human face data collecting statistical system for convenience store of gas station, it is characterised in that
It also includes a suspect's mark module, a suspect's mark module in image information to identify blacklist personnel with
And the suspect personnel that the police provide are marked, and monitor in real time.
A kind of human face data collecting statistical system for convenience store of gas station, it is characterised in that
Local management system also include malice steal net detector, malice steal net detector for monitor malicious replicate data message and
Steal the malicious act of network traffics.
4. the human face data for convenience store of gas station gathers statistical method, it is characterised in that comprise the following steps:
A, obtaining passenger flow information and image information respectively by passenger flow sensor and image collecting device, described passenger flow information includes
Passenger flow direction, passenger flow state and passenger flow quantity, described image information is the image information including human face data characteristic information；
B, the passenger flow information obtained it is analyzed and processes, and making passenger flow information statistical report form；
C, from image information, extract human face data characteristic information, and the human face data characteristic information of extraction is carried out human face data
Characteristic information comparison processes；
D, comparison is processed after the human face data characteristic information of personnel identity information and extraction that obtains match, and be stored in
In ground server and cloud server end.
A kind of human face data for convenience store of gas station gathers statistical method, it is characterised in that
In step c, also include comparison in detailed below process step:
C1, the human face data characteristic information of extraction is carried out pretreatment, the human face data characteristic information that will extract and member in shop
The human face data characteristic information of work and regular guest is compared, if comparison success, then obtains the human face data feature letter of this extraction
The personnel identity information of breath, and bind therewith, described identity information includes name, sex, home address and identification card number information；
If c2 pretreatment stage cannot obtain the human face data characteristic information matched, then by the human face data feature of this extraction
Data phase comparison in information and date storehouse, if comparison success, then obtains personnel's body of the human face data characteristic information of this extraction
Part information, and bind therewith；
If c3 comparison successfully, then cannot obtain network data base from cloud server end and compare from data base, if comparison
Success, then obtain the personnel identity information of the human face data characteristic information of this extraction, and bind therewith；
If this extraction human face data characteristic information comparison successfully, then cannot be marked, and be stored in from network data base by c4
In None-identified data base.
6. gathering statistical method according to the human face data for convenience store of gas station a kind of described in claim 4 or 5, its feature exists
In, if the human face data characteristic information extracted occurred ten times and more than ten times in one month, then it is labeled as regular guest, and by this people
Face data characteristic information is stored in regular guest data base.
A kind of human face data for convenience store of gas station gathers statistical method, it is characterised in that
If the human face data characteristic information extracted belongs to the personnel in the suspect member of blacklist or police's offer, then in image information
Personnel with this human face data characteristic information are marked, and obtain these personnel all image informations at In-store Events, and
It is stored in data base.
A kind of human face data for convenience store of gas station gathers statistical method, it is characterised in that
Also include that monitor malicious replicates data message and steals the malicious act of network traffics.
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| CN107480626A (en) * | 2017-08-09 | 2017-12-15 | 广州云从信息科技有限公司 | A kind of method that census using recognition of face monitors |
| CN107480625A (en) * | 2017-08-09 | 2017-12-15 | 广州云从信息科技有限公司 | A kind of authentication identifying method based on recognition of face |
| CN108347490A (en) * | 2018-04-25 | 2018-07-31 | 衢州龙瀚计算机科技有限公司 | A kind of campus application apparatus and system based on biological identification technology |
| CN108597065A (en) * | 2018-03-12 | 2018-09-28 | 南京甄视智能科技有限公司 | Passenger flow statistical method based on recognition of face |
| CN109344765A (en) * | 2018-09-28 | 2019-02-15 | 广州云从人工智能技术有限公司 | A kind of intelligent analysis method entering shop personnel analysis for chain shops |
| CN109389007A (en) * | 2017-08-08 | 2019-02-26 | 杭州海康威视数字技术股份有限公司 | Passenger flow volume statistical method, apparatus and system |
| CN110659615A (en) * | 2019-09-26 | 2020-01-07 | 上海依图信息技术有限公司 | Passenger group flow and structural analysis system and method based on face recognition |
| CN111652173A (en) * | 2020-06-10 | 2020-09-11 | 杭州十域科技有限公司 | Acquisition method suitable for people flow management and control in comprehensive mall |
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| CN111652173A (en) * | 2020-06-10 | 2020-09-11 | 杭州十域科技有限公司 | Acquisition method suitable for people flow management and control in comprehensive mall |
| CN111652173B (en) * | 2020-06-10 | 2023-07-18 | 杭州十域科技有限公司 | Acquisition method suitable for personnel flow control in comprehensive market |
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Application publication date: 20170111 |