CN105975964B - A kind of intelligent comprehensive application platform based on perceptual channel - Google Patents
A kind of intelligent comprehensive application platform based on perceptual channel Download PDFInfo
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Abstract
The present invention discloses a kind of intelligent comprehensive application platform based on perceptual channel, is made of front end data acquisition subsystem, Back end data processing subsystem and application subsystem three parts.The present invention is by the personnel's second-generation identification card information recognized by perceptual channel, face alignment information, with the information associations application such as public security population, emphasis personnel, all kinds of personnel characteristics' information and existing public security inside and outside data resource depth for realizing perceptual channel identification acquisition are integrated, realize identification check, runaway convict's tracking, base applications of temporarily deploying to ensure effective monitoring and control of illegal activities etc., and the big datas mining analysis high-end applications such as personnel's control, trajectory analysis, the association of people's case, it helps public security system to carry out a suspect's investigation, has broad application prospects.
Description
Technical field
The present invention relates to a kind of intelligent comprehensive application platform more particularly to a kind of intelligent comprehensive applications based on perceptual channel
Platform.
Background technique
China second-generation identity card is a kind of a kind of Circuit for Non-contact IC Chip using radio frequency discrimination RFID technology, anti-using height
Pseudo- intelligent RFID chip technology, chip and circuit coil encapsulate in card, can guarantee that certificate is normal under circumstances
It uses, follows ISO14443TYPE B type protocol, modulated using the ASK of 8%-14%, be applied to near-field communication.Two generation bodies
The chip storage capacity of part card is big, and uses specific logic Encryption Algorithm, is conducive to the safety management in, due to its tool
Have that read or write speed is fast, easy to use, the advantages that being easy to keeping, is verified with card department using computer network convenient for each.
Verifying check method in the prior art is usually that identity document is carried out core in the database of public security internet
It looks into, then by manually comparing the information in holder and identity document, the information on identity document includes certificate photograph, property
Not, the information such as age；This verifying pattern verification recognition accuracy is low, recognition efficiency is low, is unfavorable for verifying on a large scale and verify.
Face alignment verifying be it is a kind of determine whether face to be identified is someone one-to-one matching process, by more than half
The development in century, correlation theory have been mature on the whole.However in practical applications, such as hair style caused by change of age,
The variations such as the colour of skin and micro-shaping all can be such that the reliability of system sharply declines.And mostly face comparison method at present, all it is difficult gram
Take this influence brought by hair style, the colour of skin and micro-shaping etc. change.The prior art is wanted computer and is had and the mankind one
The face alignment ability of sample is also difficult to, and main cause is two amplitude ratios to illumination, hair style, age, the makeup and micro- whole between face
The variation of the factors such as shape all can generate tremendous influence to its accuracy.
For current anti-terrorism stability maintenance situation, at the train station, bus station, the emphasis card such as inspection station and great security playground
At mouth personnel channel, automatic collection identifies holdee's second-generation identification card information, face characteristic information, and is passed to public security net in real time
System background carries out information comparison identification, checks a suspect in time.But the prior art do not have it is a kind of by face precise alignment with
Identity card identification combines, and integrates with public security data resource depth, the equipment for helping public security system to carry out a suspect's investigation
Or system.
Summary of the invention
To overcome the shortcomings of existing technologies, the present invention provides a kind of intelligent comprehensive application platform based on perceptual channel.By
Three parts composition, respectively front end data acquisition subsystem, Back end data processing subsystem and application subsystem.
The front end data acquisition subsystem perceives door product based on channel, adopts to data such as face, identity cards
Collection, storage, forward process, provide basic data for the intelligent comprehensive application platform.It is adopted including face capture program, identity card
Collect program, advance data handles serviced component, real time data scan tool, configurations management tool.
The Back end data processing subsystem, for receiving and storing the front end data acquisition subsystem acquisition offer
Face, identity card data information, and face alignment analysis, identity card comparison analysis, testimony of a witness conjunction are carried out to the data information of acquisition
One compares analysis, provides analysis data supporting for the intelligent comprehensive application platform.Including acquiring data convergence processing service group
Part, data safety access processing component, acquisition comparing Push Service component, comparison result receive serviced component, face ratio
To serviced component.
The application subsystem, data and the Back end data based on front end data acquisition subsystem acquisition are handled
It is that subsystem is analyzed as a result, providing platform application function and extension function.
In the front end data acquisition subsystem, the face capture program and human face data acquire equipment interconnection, into
The acquisition of row human face data；The human face data acquisition equipment is responsible for capturing the human face photo and full-length picture of personnel in traveling process
Photo.The identity card capture program is docked with identity card data acquisition equipment, carries out the acquisition of identity card data；The identity
Card data acquisition equipment is responsible for the identity card full information of personnel, identity card ID in crawl traveling.The human face data acquires equipment
It is integrated in the access door product with the identity card data acquisition equipment.The advance data processing serviced component is responsible for connecing
The data of the face capture program and identity card capture program acquisition are received, handle, storing, and real-time monitoring acquisition is related
Related data is transmitted to the acquisition data convergence processing service group of the Back end data processing subsystem by the information of equipment
Part；The advance data processing serviced component is by face acquisition data reception service, identity card acquisition data reception service, acquisition
Data forwarding service and equipment condition monitoring service composition；Further, the face acquires data reception service recipient
Face acquires data, and data are localized preservation, prevents loss of data in the case where Network Abnormal；The identity card
Acquisition data reception service is responsible for receiving identity card acquisition data, and acquisition data are localized preservation, prevents in network
Loss of data in the case where exception；The face being locally stored is acquired data, identity card number by the acquisition data forwarding service
The acquisition data convergence processing serviced component is transmitted to according to equal forwardings；The equipment condition monitoring service is periodically to acquisition data
Convergence processing serviced component sends heartbeat data, so that operating status of the rear end pipe platform to headend equipment is monitored.Institute
It states real time data scan tool and the real time monitoring interface for checking acquisition equipment is provided.The configurations management tool is to before described
The underlying parameter of end data acquisition subsystem carries out visual configuration management.
In the Back end data processing subsystem, the acquisition data convergence processing serviced component is by the front end data
Human face data, identity card data, the equipment monitoring information etc. of acquisition subsystem transmission are stored.At the data safety access
Manage component, under the scene for needing to access public security secure accessing platform, according to public security secure accessing platform access way and want
It asks, acquisition data is handled, and public security Intranet is transferred data to by public security secure accessing platform；The data safety
Access processing component accesses forwarding service by data safety and data secure accessing receives service and forms；Further, the public affairs
The access way for pacifying secure accessing platform is that database synchronization or ftp file upload；Further, the data safety access turns
Hair service after acquisition data are carried out data packing processing, passes through public security safety by the access requirement of public security secure accessing platform
Access platform transfers data to public security Intranet；The data safety access receives the access that public security secure accessing platform is pressed in service
It is required that the data transmitted by public security secure accessing platform into public security Intranet are carried out unpacking processing, and save to database.Institute
Stating acquisition comparing Push Service component will need the human face data, the identity card data that compare that push is compared, described to adopt
Collect comparing Push Service component and Push Service and ID card No. ratio are compared by face alignment Push Service, testimony of a witness unification
To processing service composition.Further, push is needed to compare the data of face by the face alignment Push Service；The testimony of a witness
Unification compares Push Service and needs to compare identity card picture data-pushing for push；It is negative that the ID card No. compares processing service
ID card No. is compared duty with control library personal information is seized, and comparison result is saved in personnel and acquires information bank.It is described
Comparison result receives the processing result that serviced component receives the face alignment of face alignment serviced component, testimony of a witness unification compares, institute
Comparison result reception serviced component is stated to be made of face alignment result reception service and testimony of a witness unification comparison result；Further,
The face alignment result receives the face alignment processing result that service receives the face alignment Push Service；The testimony of a witness unifies ratio
The testimony of a witness unification for receiving service reception testimony of a witness unification comparison Push Service to result compares processing result.Face alignment serviced component
Be deployed in face alignment platform, the comparison of face information handled, the face alignment serviced component by face alignment service and
Testimony of a witness unification compares service composition；Further, the face alignment service is acquired what face alignment Push Service pushed
Human face photo generate face characteristic data, and compare with control personnel characteristics library/temporarily compare the data in personnel characteristics library is seized
To processing；The testimony of a witness unification compares service and adopts the identity card picture of testimony of a witness unification comparison Push Service push and personnel
Processing is compared in face characteristic data in collection feature database in the identity card acquisition time section, and push returns to the result compared.
In the application subsystem, the platform application function includes comprehensive information searching function, face acquisition information
Query function, identity card acquisition information searching function study and judge analytic function, interim comparison personal management function；The comprehensive letter
Query function is ceased, can be according to various conditions, personnel query integrated information, and data that derived query arrives；The comprehensive letter of the personnel
Breath includes the details of face information, ID card information, collector's information, such as ID card information, face snap information, Yi Jibo
It puts and recorded a video at that time；The face acquires information searching function, and according to various conditions, the face of personnel query acquires information, and leads
The data inquired out；The identity card acquires information searching function, and according to various conditions, the identity card of personnel query acquires letter
Breath, and the data that derived query arrives；It is described to study and judge analytic function, including photo compares analysis, identity card compares analysis, acquisition time
Number statistics；The interim comparison personal management function, interim comparison personal management is the interface for calling face alignment server-side, right
The interim personal information that compares is safeguarded that the interim comparison personal information includes name, gender, identity card, photo.The expansion
Opening up function is that the application subsystem is reserved according to actual needs, for Police Geographic Information System PGIS or other platforms pair
It connects.
A kind of intelligent comprehensive application platform based on perceptual channel of the present invention, the people that will be recognized by perceptual channel
Member second-generation identification card information, face alignment information realize perceptual channel with the information associations application such as public security population, emphasis personnel
All kinds of personnel characteristics' information and existing public security inside and outside data resource depth for identifying acquisition are integrated, and are served at single alert early warning
It sets and information verification, team, institute, base are temporarily deployed to ensure effective monitoring and control of illegal activities and the actual combats such as personnel manage, urban district command centre integrates early warning and depth is studied and judged.
And realize that identification check, runaway convict's tracking, base applications of temporarily deploying to ensure effective monitoring and control of illegal activities etc. and personnel's control, trajectory analysis, people's case are associated with etc.
Big data mining analysis high-end applications help public security system to carry out a suspect's investigation, have broad application prospects.
Detailed description of the invention
Fig. 1 is a kind of structural block diagram of the intelligent comprehensive application platform based on perceptual channel of the present invention.
Specific embodiment
Below by specific embodiment, further technical solution of the present invention is specifically described.It should be understood that below
Embodiment be intended only as illustrating, and do not limit the scope of the invention, while those skilled in the art is according to the present invention
The obvious change and modification made are also contained within the scope of the invention.
Embodiment 1
As shown in Figure 1, a kind of intelligent comprehensive application platform based on perceptual channel.It consists of three parts, respectively front end
Data acquisition subsystem, Back end data processing subsystem and application subsystem.
The front end data acquisition subsystem perceives door product based on channel, adopts to data such as face, identity cards
Collection, storage, forward process, provide basic data for the intelligent comprehensive application platform.It is adopted including face capture program, identity card
Collect program, advance data handles serviced component, real time data scan tool, configurations management tool.
The Back end data processing subsystem, for receiving and storing the front end data acquisition subsystem acquisition offer
Face, identity card data information, and face alignment analysis, identity card comparison analysis, testimony of a witness conjunction are carried out to the data information of acquisition
One compares analysis, provides analysis data supporting for the intelligent comprehensive application platform.Including acquiring data convergence processing service group
Part, data safety access processing component, acquisition comparing Push Service component, comparison result receive serviced component, face ratio
To serviced component.
The application subsystem, data and the Back end data based on front end data acquisition subsystem acquisition are handled
It is that subsystem is analyzed as a result, providing platform application function and extension function.
In the front end data acquisition subsystem, the face capture program and human face data acquire equipment interconnection, into
The acquisition of row human face data；The human face data acquisition equipment is responsible for capturing the human face photo and full-length picture of personnel in traveling process
Photo, specifically: the human face data acquisition equipment carries out continual analysis in the scene to personage and captures facial photo, described
Human face data acquisition equipment can push multiple human face photos and a full-length picture photo to the face capture program, when personage exists
After disappearing in scene, the human face data acquisition equipment has the state of this personage's picture in last pictorial information
Information is shown to be last, successively provides the necessary analysis information of face alignment；The photo, pictorial information are picture two
System stream, is jpg format, and size is 10~18kB/.The identity card capture program and identity card data acquisition equipment pair
It connects, carries out the acquisition of identity card data；The identity card that the identity card data acquisition equipment is responsible for personnel in crawl traveling is believed entirely
Breath, identity card ID；The content of the identity card full information be identity card picture, the age, gender, name race, address, sign and issue unit,
Validity period, the identity card picture are bmp format, 35kB, 100*120mm.The human face data acquisition equipment and the identity
Card data acquisition equipment is integrated in the access door product.The advance data processing serviced component is responsible for receiving, handles, deposits
Store up the data of the face capture program and identity card capture program acquisition, and the letter of real-time monitoring acquisition relevant device
Related data, is transmitted to the acquisition data convergence processing serviced component of the Back end data processing subsystem by breath；It is described
Advance data handles serviced component and is turned by face acquisition data reception service, identity card acquisition data reception service, acquisition data
Hair service and equipment condition monitoring service composition；The face acquisition data receive service with http listening mode and receive face
Data are acquired, and data are localized preservation, prevent loss of data in the case where Network Abnormal, the face acquisition
Data reception service is communicated to connect with the face capture program by http request mode and/or post mode；The identity
Card acquisition data reception service (0.5-1s) in a manner of dynamic base DLL recursive call receives identity card and acquires data, and will acquisition
Data are localized preservation, prevent loss of data in the case where Network Abnormal, the identity card capture program is by opening
Put the sending method and identity card acquisition data reception service communication connection of dynamic base DLL；The acquisition data forwarding clothes
It make sures and the forwardings such as the face being locally stored acquisition data, identity card data is transmitted to the acquisition data with service repeating query mode
Convergence processing serviced component；Its method are as follows: 1, repeating query local data base, 2, the non-forward process of inquiry face, the identity card crossed etc.
Acquire data, 3, push to acquisition data convergence processing serviced component；The strategy of repeating query described in step 1 is received for (1) and is adopted
It is unified after capture pictures are grouped into after the capture pictures correlation disappearance identifier (judging whether personnel walk out acquisition zone) of collection to send,
(2) system is not received to be grouped under disappearance identifier by colleague's time preset value and be sent；The equipment condition monitoring service
Heartbeat data periodically is sent to acquisition data convergence processing serviced component, so that rear end pipe platform is to the operation shape of headend equipment
State is monitored；The heartbeat data includes disk service condition, CPU and memory service condition, local data base face, identity
Demonstrate,prove collection capacity statistical information；The heartbeat data transmission flow are as follows: repeating query acquires equipment operation information, and will acquire data-pushing
Acquisition data convergence processing serviced component is pushed to Back end data.Acquisition equipment is checked in the real time data scan tool offer
Real time monitoring interface, for obtaining and checking corresponding acquisition data and comparative information；Its function includes equipment running status
Monitoring (face acquire equipment operating status, identity card acquisition equipment operating status), face acquisition information (whole body photo and
Human face photo), identity card acquisition information, it is unread to identity card prompt, identity card and seize control library identity card ratio in result, identity
Card with recognition of face comparison result, face snap and seize control library photo comparison result, statistical data.The configurations manage work
Have and visual configuration management is carried out to the underlying parameter of the front end data acquisition subsystem, function includes configuration face acquisition
Parameter settings, the acquisition data such as all kinds of parameters of equipment and identity card acquisition equipment, the related IP for acquiring data forwarding are locally deposited
The setting of storage time limit, local acquisition data are removed automatically according to default storage period, local acquisition data are removed manually, are acquired
Facility information maintenance (device name, deployment area under one's jurisdiction, deployment place, initiate mode, operating status, face facility information, identity card
Identify facility information etc.), the log management of front end data acquisition subsystem (log query, log delete etc.), video equipment only
The setting of one mark ID.
In the Back end data processing subsystem, the acquisition data convergence processing serviced component is by the front end data
Human face data, identity card data, the equipment monitoring information etc. of acquisition subsystem transmission are stored, using web Service interface
The docking mode of calling establishes a communications link with target.The data safety accesses processing component, is needing to access public security safety
Under the scene of access platform, according to the access way and requirement of public security secure accessing platform, acquisition data are handled, and leads to
It crosses public security secure accessing platform and transfers data to public security Intranet；The data safety access processing component is accessed by data safety
Forwarding service and data secure accessing receive service composition；The access way of the public security secure accessing platform is database synchronization
Or ftp file uploads；The data safety access forwarding service will acquire data by the access requirement of public security secure accessing platform
After carrying out data packing processing, public security Intranet is transferred data to by public security secure accessing platform；The data safety access
Service is received by the access requirement of public security secure accessing platform, the number into public security Intranet will be transmitted by public security secure accessing platform
According to carrying out unpacking processing, and save to database.The face number that the acquisition comparing Push Service component compares needs
Push is compared according to, identity card data, the acquisition comparing Push Service component is by face alignment Push Service, the testimony of a witness
Unification compares Push Service and ID card No. compares processing service composition.The face alignment Push Service needs push
Compare the data of face；The testimony of a witness unification compares Push Service and needs to compare identity card picture data-pushing for push；It is described
ID card No. compares processing service and is responsible for for ID card No. being compared with control library personal information is seized, and comparison result is protected
It is stored to personnel and acquires information bank.The comparison result receives serviced component and receives the face alignment of face alignment serviced component, people
The processing result that card unification compares, the comparison result receive serviced component and are unified by face alignment result reception service and the testimony of a witness
Comparison result composition；The face alignment result receives the face alignment processing knot that service receives the face alignment Push Service
Fruit；The testimony of a witness unification that testimony of a witness unification comparison result receives service reception testimony of a witness unification comparison Push Service compares processing result.People
Face compares serviced component and is deployed in face alignment platform, and the comparison of face information is handled, the face alignment serviced component by
Face alignment service and testimony of a witness unification compare service composition；The institute that the face alignment service pushes face alignment Push Service
The human face photo of acquisition generates face characteristic data, and with seize the data in control personnel characteristics library/temporarily compare personnel characteristics library into
Row comparison processing；The testimony of a witness unification compares service and the testimony of a witness is unified to the identity card picture for comparing Push Service push and people
Processing is compared in face characteristic data in member's acquisition characteristics library in the identity card acquisition time section, and push returns to the knot compared
Fruit.
In the application subsystem, mainly there is data administrator, system manager, duty personnel, studies and judges four class angle of personnel
Color has different permissions: data administrator possesses all permissions, can award, the power of removing to all personnel, check system log；System
System administrator is mainly used for system configuration, to the awarding of the personnel in addition to data administrator, removing power, checks data administrator's authorization
Partial log, this account number uses by system Construction unit；Duty personnel can monitor in real time, data query and study and judge point
Analysis, this account are used by daily duty personnel；The personnel of studying and judging can carry out studying and judging threshold value setting, data query and study and judge analysis.
The platform application function includes real time monitoring, comprehensive information searching function, face acquisition information searching function, identity card acquisition
Information searching function studies and judges analytic function, interim comparison personal management function；The real time monitoring, which provides, checks acquisition equipment
Monitor interface in real time, the information of monitoring includes that (operating status of face acquisition equipment, identity card are adopted for the monitoring of equipment running status
Collect equipment operating status), face acquisition information (whole body photo and human face photo), identity card acquisition information, it is unread arrive body
Part demonstrate,proves prompt, identity card and seizes result, identity card and recognition of face comparison result, face snap in control library identity card ratio and seize control
Library photo comparison result, statistical data (today acquires face quantity, captured identity demonstrate,proves quantity)；The comprehensive information searching function
Can, it can be according to various conditions, personnel query integrated information, and data that derived query arrives；Personnel's integrated information includes people
Face information, ID card information, collector's information details, such as ID card information, face snap information and play recorded at that time
Picture；The face acquires information searching function, and according to various conditions, the face of personnel query acquires information, and derived query arrives
Data；The identity card acquires information searching function, and according to various conditions, the identity card of personnel query acquires information, and leads
The data inquired out；It is described to study and judge analytic function, including photo compares analysis, identity card compares analysis, times of collection statistics；
The interim comparison personal management function, it is interim to compare the interface that personal management is calling face alignment server-side, to interim ratio
Personal information is safeguarded, the interim comparison personal information includes name, gender, identity card, photo.
The system administration of the platform application function includes: to compare early-warning parameters setting, equipment management, equipment running status
Monitoring, area under one's jurisdiction management, user management, role-security management, log management and acquisition parameter management；The comparison early-warning parameters
Setting provides three kinds of comparison functions: face alignment (acquisition human face photo and comparison library photo compare), identity card compare (acquisition body
Part card is compared with control library identity card is seized) and testimony of a witness unification comparison (captured identity license piece and acquisition human face photo compare)；It can set
The parameter set is the comparison library (seizing control library, interim comparison personnel library) that face alignment function is arranged, the human face photo of setting acquisition
The similarity that the threshold value of warning of the similarity compared with identity card picture, the human face photo of setting acquisition and comparison library photo compare
Threshold value of warning, face alignment start stop switch, identity card compare start stop switch, the testimony of a witness unification compare start stop switch.The equipment
Management provides the information and maintenance management to front end access device；The information of the front end access device includes device id, equipment
Title, deployment area under one's jurisdiction, deployment place, deployment date, initiate mode (being switched on/off), operating status (normal/abnormal), face
Acquire facility information (device model, equipment state), identity card acquisition facility information (device model, equipment state)；It is described to set
Standby monitoring running state carries out real-time monitoring to the operating status of front end access device, to be located in time to warping apparatus
Reason；Its major function be arranged headend equipment send heartbeat data period, be arranged operating status exception judgment basis (such as:
Lungs from Non-Heart-Beating data are transmitted in 10 minutes), the heartbeat data that is sent according to headend equipment, platform setting operating status abnormal sentence
Disconnected foundation, is monitored the operating status of equipment；The jurisdictional information includes regional code, title (Wuxi/Suzhou), higher level
Area under one's jurisdiction (Jiangsu) etc..The user management provides the maintenance management to user information, increase, user information including user information
Modification, the deletion of user information, the inquiry of user information；The user information includes the increase of jurisdictional information, jurisdictional information
Modification, the deletion of jurisdictional information, the inquiry of jurisdictional information；The information that the user management provides includes user name, password, surname
Name, affiliated area under one's jurisdiction, affiliated role, state (invalidating).
The extension function be the application subsystem reserve according to actual needs with Police Geographic Information System PGIS or
The docking of other platforms；There are the PGIS Map Switch, frame statistics, equipment query, trajectory analysis, personnel to acquire information and look into
It askes；The Map Switch is that PGIS map can switch display, the frame system on plane map and satellite map, three-dimensional map
It is calculated as marking range on map with mouse, counts number of devices, face acquisition data, the identity card acquisition number within the scope of this
According to, equipment query inquiry apparatus information, and on map positioning device position, the details of presentation device, trajectory analysis,
Personnel acquire information inquiry；Personnel acquire information inquiry: inquiry collector's information, and on map positioning acquisition equipment position
Set, show the details of the personnel of acquisition, the trajectory analysis can according to compare analysis as a result, on map show staff
Motion profile, the personnel, which acquire information inquiry, can inquire collector's information, and on map positioning acquisition equipment position
It sets, shows the details of the personnel of acquisition.The platform of this system docking is that information platform pushes warning information, SMS platform pair
Connect push timeliness warning information, open query interface is called for other platforms.
The docking of other platforms has information platform push warning information, SMS platform docking push timeliness warning information；
Open query interface is called for other platforms.
In addition, the present invention also provides a variety of encryption landing approaches such as digital certificate login, unified certification single-sign-on.
Embodiment 2
The front end data acquisition subsystem of the intelligent comprehensive application platform based on perceptual channel of embodiment 1 is arranged 4
Using test demonstration pilot project, respectively Wuxi subway station, Wuxi railway station north square, Wuxi center bus station second floor portal, nothing
Three buildings portal of tin center bus station.
Main test face alignment, identity card compare, testimony of a witness unification compares and platform stabilization, each by test discovery
Item index is normal, and test result is as shown in table 1.
Table 1: the test result that face alignment, identity card compare, testimony of a witness unification compares
During subway station field test, under the mode of captured identity card full information, current personnel's identity information is adopted
Collection rate is lower, is speculated according to theory and laboratory test identity card identification rate should be in 98% or more, actual average discrimination
66.01%, main cause is that many people do not carry identity card.And face acquisition rate average value be 95.53%, as a result compared with
For ideal, table 2 is field test data.
Table 2: front end data acquisition subsystem field test data
| Date | Pass through number | Face acquires number | ID acquires number | Face acquisition rate | ID read rate |
| 4.3 | 5102 | 4818 | 2956 | 94.43% | 57.94% |
| 5.1 | 4859 | 4696 | 2635 | 96.65% | 54.23% |
| 5.2 | 3754 | 3565 | 3064 | 94.97% | 81.62% |
| 5.3 | 2906 | 2779 | 1945 | 95.63% | 66.93% |
| 5.4 | 2657 | 2510 | 1859 | 94.47% | 69.97% |
| 5.5 | 2795 | 2725 | 1852 | 97.50% | 66.26% |
| 5.6 | 2367 | 2253 | 1718 | 95.18% | 72.58% |
| 5.7 | 2458 | 2322 | 2151 | 94.47% | 87.51% |
| 5.8 | 3890 | 3637 | 2425 | 93.50% | 62.34% |
| 5.9 | 3716 | 3656 | 2172 | 98.39% | 58.45% |
| It is total | 34504 | 32961 | 22777 | 95.53% | 66.01% |
Use using test and study and judge analytic function test result: (1) photo compares: supporting typing photo is acquired with history to shine
Piece is compared, and realizes that photo is counter and looks into；(2) identity card compares: supporting typing ID card No. is demonstrate,proved with history captured identity to carry out
It compares, realizes that identity card is counter and look into；(3) times of collection counts: history acquisition data unite according to scene and period
Meter arrangement, records corelation behaviour track, and export result.
Claims (7)
1. a kind of intelligent comprehensive application platform based on perceptual channel, it is characterised in that: by front end data acquisition subsystem, rear end
Data process subsystem and application subsystem three parts composition；
The front end data acquisition subsystem perceives door product based on channel, face, identity card data are acquired, are stored,
Forward process provides basic data for the intelligent comprehensive application platform；Including face capture program, identity card capture program,
Advance data handles serviced component, real time data scan tool, configurations management tool；
The Back end data processing subsystem, the people provided for receiving and storing the front end data acquisition subsystem acquisition
Face, identity card data information, and face alignment analysis, identity card comparison analysis, testimony of a witness unification are carried out to the data information of acquisition
Analysis is compared, provides analysis data supporting for the intelligent comprehensive application platform；Including acquisition data convergence processing serviced component,
Data safety accesses processing component, acquisition comparing Push Service component, comparison result and receives serviced component, face alignment clothes
Business component；
The application subsystem, data and the Back end data based on front end data acquisition subsystem acquisition handle subsystem
Unite being analyzed as a result, providing platform application function and extension function；
In the front end data acquisition subsystem, the face capture program and human face data acquire equipment interconnection, carry out people
The acquisition of face data；The human face photo and full-length picture that the human face data acquisition equipment is responsible for capturing personnel in traveling process shine
Piece；The identity card capture program is docked with identity card data acquisition equipment, carries out the acquisition of identity card data；The identity card
Data acquisition equipment is responsible for the identity card full information of personnel, identity card ID in crawl traveling；Human face data acquisition equipment with
The identity card data acquisition equipment is integrated in the channel perception door product；The advance data processing serviced component is responsible for
Receive, handle, storing the data of the face capture program and identity card capture program acquisition, and people described in real-time monitoring
The data of institute's monitoring information are transmitted to the rear end by the information of face data acquisition equipment and the identity card data acquisition equipment
The acquisition data convergence processing serviced component of data process subsystem；The advance data processing serviced component is adopted by face
Collect data reception service component, identity card acquisition data reception service component, acquisition data forwarding service component and equipment shape
State monitors serviced component composition；The real time data scan tool provides the real time monitoring interface for checking acquisition equipment；The base
Plinth configuration management tool carries out visual configuration management to the underlying parameter of the front end data acquisition subsystem；
In the Back end data processing subsystem, the acquisition data convergence processing serviced component is by the front end data acquisition
Human face data, identity card data, the equipment monitoring information of subsystem transmission are stored；The data safety accesses processing group
Part, will according to the access way and requirement of public security secure accessing platform under the scene for needing to access public security secure accessing platform
Acquisition data are handled, and transfer data to public security Intranet by public security secure accessing platform；The data safety access
Processing component accesses forwarding serviced component by data safety and data secure accessing receives serviced component and forms；The acquisition data
Comparing Push Service component will need the human face data, the identity card data that compare that push, the acquisition comparing is compared
Push Service component compares Push Service component by face alignment Push Service component, testimony of a witness unification and ID card No. compares
Handle serviced component composition；The comparison result receives serviced component and receives the face alignment of face alignment serviced component, the testimony of a witness
Unify the processing result compared, the comparison result receives serviced component and receives serviced component and testimony of a witness conjunction by face alignment result
One comparison result receives serviced component composition；Face alignment serviced component is deployed in face alignment platform, and face information is compared
Processing, the face alignment serviced component compare serviced component by face alignment serviced component and testimony of a witness unification and form；
In the application subsystem, the platform application function includes comprehensive information searching function, face acquisition information inquiry
Function, identity card acquisition information searching function study and judge analytic function, interim comparison personal management function；The integrated information is looked into
Function is ask, can be according to various conditions, personnel query integrated information, and data that derived query arrives；Personnel's integrated information packet
The details of face information, ID card information, collector's information are included, the details of collector's information include face snap letter
Breath and broadcasting were recorded a video at that time；The face acquires information searching function, and according to various conditions, the face of personnel query is acquired
Information, and the data that derived query arrives；The identity card acquires information searching function, according to various conditions, the body of personnel query
Part card acquisition information, and the data that derived query arrives；It is described to study and judge analytic function, including photo compares analysis, identity card compares
Analysis, times of collection statistics；The interim comparison personal management function, interim comparison personal management is to call face alignment service
The interface at end safeguards the interim personal information that compares, the interim comparison personal information include name, gender, identity card,
Photo；The extension function is that the application subsystem is reserved according to actual needs, for Police Geographic Information System PGIS
Or other platforms docking.
2. a kind of intelligent comprehensive application platform based on perceptual channel according to claim 1, it is characterised in that: described
In the advance data processing serviced component of front end data acquisition subsystem, the face acquisition data reception service component is connect
It receives face and acquires data, and data are localized preservation, prevent loss of data in the case where Network Abnormal；The body
Part card acquisition data reception service component is responsible for receiving identity card acquisition data, and is localized preservation for data are acquired, and prevents
Only loss of data in the case where Network Abnormal；The face being locally stored is acquired number by the acquisition data forwarding service component
The acquisition data convergence processing serviced component is transmitted to according to, identity card data forwarding；The equipment condition monitoring serviced component
Heartbeat data periodically is sent to acquisition data convergence processing serviced component, so that rear end pipe platform is to the operation shape of headend equipment
State is monitored.
3. a kind of intelligent comprehensive application platform based on perceptual channel according to claim 1, it is characterised in that: the public affairs
The access way for pacifying secure accessing platform is that database synchronization or ftp file upload.
4. a kind of intelligent comprehensive application platform based on perceptual channel according to claim 1, it is characterised in that: the number
According to secure accessing forwarding serviced component by the access requirement of public security secure accessing platform, acquisition data are subjected to data packing processing
Afterwards, public security Intranet is transferred data to by public security secure accessing platform；The data safety access receives serviced component by public affairs
The access requirement for pacifying secure accessing platform, the data transmitted by public security secure accessing platform into public security Intranet are carried out at unpacking
Reason, and save to database.
5. a kind of intelligent comprehensive application platform based on perceptual channel according to claim 1, it is characterised in that: the people
Face compares the data that push is needed to compare face by Push Service component；The testimony of a witness unification compares Push Service component and will push
Need to compare the data of identity card picture；The ID card No. compares processing serviced component and is responsible for ID card No. and seizes control
Library personal information is compared, and comparison result is saved in personnel and acquires information bank.
6. a kind of intelligent comprehensive application platform based on perceptual channel according to claim 1, it is characterised in that: the people
Face comparison result receives the face alignment processing result that serviced component receives the face alignment Push Service component；Testimony of a witness unification
The testimony of a witness unification that comparison result receives serviced component reception testimony of a witness unification comparison Push Service component compares processing result.
7. a kind of intelligent comprehensive application platform based on perceptual channel according to claim 1, it is characterised in that: the people
Face compares the human face photo collected that serviced component pushes face alignment Push Service component and generates face characteristic data, and
Processing is compared with the data seized control personnel characteristics library and temporarily compare personnel characteristics library；The testimony of a witness unifies comparison service group
The testimony of a witness is unified the identity card in the identity card picture for comparing the push of Push Service component and personnel's acquisition characteristics library and adopted by part
Processing is compared in face characteristic data in the collection period, and push returns to the result compared.
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| CN106657069A (en) * | 2016-12-24 | 2017-05-10 | 深圳云天励飞技术有限公司 | Image data processing system |
| CN107481177A (en) * | 2017-08-17 | 2017-12-15 | 航天科工智慧产业发展有限公司 | A kind of quick method and system realized a suspect and verify disposal guidance |
| CN108090440B (en) * | 2017-12-14 | 2020-12-18 | 中国铁道科学研究院电子计算技术研究所 | Railway passenger transport-oriented identity verification system |
| CN108364438A (en) * | 2017-12-28 | 2018-08-03 | 武汉烽火众智数字技术有限责任公司 | Method for early warning based on front end perception data and device |
| CN109409295A (en) * | 2018-10-29 | 2019-03-01 | 北京枭龙科技有限公司 | Multiple terminals stereo intelligent testimony of a witness verifying system |
| CN109598426A (en) * | 2018-11-22 | 2019-04-09 | 辽宁奇辉电子系统工程有限公司 | A kind of railway police intelligent security system |
| CN110264322A (en) * | 2019-06-28 | 2019-09-20 | 成都九洲电子信息系统股份有限公司 | Pass-along deal market system of real name Verification System based on " internet+" |
| CN111402105B (en) * | 2020-03-16 | 2024-01-16 | 新疆联海创智信息科技有限公司 | Community management system |
| CN111984947A (en) * | 2020-08-18 | 2020-11-24 | 无锡市公安局 | Comprehensive management method and system based on intelligent legal platform |
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| CN102222283A (en) * | 2011-06-24 | 2011-10-19 | 常州锐驰电子科技有限公司 | Data management system for face recognition |
| CN104240349A (en) * | 2014-09-12 | 2014-12-24 | 宝鸡市交通信息工程研究所 | Method for quickly confirming real name identity in important place and human image and identity comparison safety inspection system |
| CN104504321B (en) * | 2015-01-05 | 2017-07-14 | 湖北微模式科技发展有限公司 | A kind of method and system that long-distance user's authentication is realized based on camera |
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