CN101847279B - Network human face recognition system with intelligent management system and recognition method thereof - Google Patents
Network human face recognition system with intelligent management system and recognition method thereof Download PDFInfo
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Abstract
The invention provides a network human face recognition system with an intelligent management system, the system comprises a system management module and a plurality of recognition modules which are respectively in network connection with the system management module, wherein the system management module comprises a network data server and a management terminal which is in circuit connection with the network data server; and the recognition modules comprise recognition control terminals and a plurality of electric control door locks, a plurality of acquisition modules and clients which are respectively in circuit connection with the recognition control terminals; and the clients comprise the functions of access control, attendance management and intelligent monitoring. The system management module can be connected with the plurality of the recognition modules and simultaneously control the plurality of the electric control door locks and the acquisition modules, thereby improving the scalability; the clients are arranged in the recognition modules, thereby proving more functional modules and improving the scalability of the system; and the recognition control terminals adopt the heartbeat mechanism, thereby realizing the periodic synchronous information interaction between the system management module and the recognition modules and ensuring the stability of the operation of the system.
Description
Technical field
The present invention relates to the system in a kind of intellectualized management system, network service and recognition of face field, be specifically related to a kind of network face recognition system and recognition methods thereof with intelligent management system.
Background technology
At present, along with the fast development of modern science and technology, people have higher requirement to safety-security area.Safety, reliable and have the gate control system of intelligent management such as a favor that IC-card gate control system, fingerprint entrance guard system etc. more and more are subject to market.These systems mostly take the centralized and distributed network architecture, and with server, client and electric control door lock interconnection network make up the intelligent management system on the backstage, and the supervisory control system running state is finished the various functions such as gate inhibition's log store.Although powerful, its problem is that the safety and stability of gate control system can not be guaranteed effectively.As everyone knows, IC-card is easy to lose, and the fingerprint recognition of contact is subject to the fingerprint variable effect.When the core of gate control system is in unstable even reliably state, the system of network consisting framework certainly exists serious potential safety hazard so.
And face characteristic has contactless, not reproducible and irreplaceability, when being used for identification with face recognition technology, in conjunction with the gate control system of network and communication mechanism, can networking operation and take full advantage of system resource and manage and monitor, then have huge advantage and prospect.Now, the home market some have occurred and has had the face identification system of networking character, has the network access system of intelligentized management function but still lack.
Summary of the invention
The invention provides a kind of network face recognition system with intelligent management system, utilize face characteristic as unique authentication means, utilize people's face technology to finish long-range opening the door, take full advantage of system resource, reliable and stable and be easy to the management.
The invention provides a kind of network face recognition system with intelligent management system, it is characterized in that, this system comprises system management module, and respectively with some identification modules of this system management module network connection;
The office terminal that the said system administration module comprises web data server and is connected with this web data server circuit;
Above-mentioned identification module comprises the identification control terminal, and the some electric control door locks, some acquisition modules and the client that are connected with this identification control terminal circuit respectively;
Above-mentioned client also circuit is connected with the client harvester; This client comprises entrance guard management module, attendance management module and the intelligent monitored control module that circuit connects;
Above-mentioned electric control door lock and acquisition module be corresponding the setting one by one;
Above-mentioned identification control terminal comprises respectively recognition device and the access controller with the system management module network connection, and the video acquisition device that is connected with this recognition device circuit.
Above-mentioned acquisition module comprises proximity transducer and camera; This camera circuit connects video acquisition device.
Above-mentioned recognition device adopts the multichannel recognition mechanism, and the information that can gather some acquisition modules is simultaneously carried out identifying operation.
Above-mentioned identification control terminal adopts heartbeat mechanism; Periodic synchronous sends running state information to office terminal and client.
A kind of recognition methods of the network face recognition system be used to having the intelligent management system is characterized in that, comprises following steps:
Step 2.1 client operation function is selected module, if select entrance guard management, then registers and stores personnel's face template and authority, and be delivered to the identification control terminal, and jump to step 4; If select to carry out the attendance management module, then jump to step 2.1.1; If select to carry out intelligent monitored control module, then jump to step 2.2;
The initialization of step 2.1.1 client starts attendance management;
Step 2.1.2 client typing employee's human face image information is trained registration face template and authority, and is stored in client;
Step 2.1.3 client harvester gathers human face image information, and transfers to client;
Step 2.1.4 client compares the identity that the employee is determined in identification with this human face image information and face template;
This employee's of step 2.1.5 client records attendance time, and jump to step 2.1;
The initialization of step 2.2 client starts intelligent monitored control module;
Step 2.3 acquisition module is surveyed the zone of required monitoring, and transfers to client by other control terminal;
Step 2.4 client has judged whether that personnel cross the border in guarded region, if, then client display alarm prompting, if not, then not display alarm, and jump to step 2.1;
Face template and the authority of step 3 office terminal registration of personnel are stored in web data server, and are delivered to the identification control terminal, and jump to step 4;
Step 3.1 office terminal registration authorized person's face template;
Rights management is carried out to the authorized person in step 3.2 office terminal;
Step 3.3 office terminal is stored in web data server with authorized person's face template and authority, is sent to simultaneously the identification control terminal;
Step 4 acquisition module obtains people's face information of personnel, is delivered to the identification control terminal;
The proximity transducer of step 4.1 acquisition module is surveyed set situation in front of the door;
Step 4.2 identification control terminal judges whether the in front of the door scope that proximity transducer is surveyed has personnel, if then start camera collection people face communication to video acquisition device, and jump to step 4.3; If not, then do not start camera, and jump to step 4.1;
Step 4.3 video acquisition device with people's face communication of collecting to recognition device;
Step 5 recognition device is identified people's face information of personnel, judges whether personnel are the authorized person, if then access controller control electric control door lock is opened; If not, then access controller control electric control door lock keeps locking state;
Step 6 identification control terminal periodically sends running state information and is sent to office terminal and client.
The present invention has the network face recognition system of intelligent management system and compares with existing gate control system, its advantage is, system management module can connect the multichannel identification module among the present invention, and be provided with multichannel one to one electric control door lock and acquisition module in each identification module, can identify simultaneously multichannel people face information, control its corresponding electric control door lock, improved the extensibility of system;
Be provided with client in the identification module of the present invention, the greater functionality module can be provided, expand the range of application of native system, improved the expandability of system;
Identification control terminal of the present invention adopts heartbeat mechanism, and periodic synchronous sends running state information, guarantee network reliable and unobstructed in, make and carry out in real time information interaction between system management module and the identification module, guarantee the stability of System Operation.
Description of drawings
Fig. 1 is the general module synoptic diagram of the network face recognition system of the present invention with intelligent management system;
Fig. 2 is the method flow diagram of the recognition methods of the present invention's network face recognition system of being used to have the intelligent management system.
Embodiment
Below in conjunction with description of drawings the specific embodiment of the present invention.
See also shown in Figure 1ly, the network face recognition system that the present invention has the intelligent management system comprises system management module 1, and respectively with the some identification modules 2 of this system management module 1 by network connection.
The office terminal 12 that system management module 1 comprises web data server 11 and is connected with these web data server 11 circuit.Web data server 11 is responsible for the various data of storage and retrieval system of the present invention, such as personnel, and room number, corporate department teams and groups information, access door authority, gate inhibition's information such as daily record, face template storehouse of coming in and going out.
Personnel's face characteristic information is carried out the modeling of people's face in 12 pairs of native system perform regions, office terminal, and the face template after the modeling is saved in web data server 11.Office terminal 12 records and inquiry pass in and out information and produce form by personnel, will reach identification module 2 under control authority and the face template.When identification module 2 breaks down, the user also can be to the office terminal 12 registrant's faces, finish long-range door opening function.
Identification control terminal 21 comprises respectively recognition device 211 and the access controller 212 with system management module 1 network connection, and the video acquisition device 213 that is connected with these recognition device 211 circuit, and wherein recognition device 211 is based on computing machine or embedded system.
Video acquisition device 213 is caught human face image information by acquisition module 23, and 211 pairs of these human face image information of recognition device are compared with the face template that is stored in the system.
Acquisition module 23 comprises proximity transducer and camera, and this camera circuit connects video acquisition device 213, and proximity transducer adopts the infrared proximity detector.Identification control terminal 21 detects the state of proximity transducer in real time.Before having personnel to come the acquisition module 23 on doorway and when proximity transducer is started, identification control terminal 21 will control the unlatching camera, carry out video acquisition.Identification control terminal 21 is to keep people's face detected state the zero hour, and after capturing suitable facial image, identification control terminal 21 begins the facial image identification of comparing, and the output face recognition result is controlled electric control door locks 22 switches by access controller 212.Recognition data and the daily record of gate inhibition's switch are sent to office terminal 12 by network, by being stored to web data server 11 behind its resolution data.
After native system starts, for guaranteeing the reliable and unobstructed of network, identification control terminal 21 adopts heartbeat mechanism with the running state information of identification module, recognition data with periodic form synchronized transmission to office terminal 12 and client 24, data by resolve wherein office terminal 12 store web data server 11 into.The heartbeat mechanism principle is to identify network connection port connection of control terminal 21 establishments and transmit a request to office terminal 12 and client 24, and after the successful connection, identification control terminal 21 sends information to office terminal 12 and client 24.Obtain information (the comprising the recognition of face data message) success of electric control door lock 22 and acquisition module 23 running statuses when identification control terminal 21 after, be combined into a packet and send to office terminal 12 and client 24, return simultaneously a confirmation (information that comprises office terminal 12 and client 24 running statuses).
Among the present invention, client 24 comprises entrance guard management module, attendance management module and the intelligent monitored control module that circuit connects.The entrance guard management module of client 24 is finished separately outside entrance guard management, people's face identification authorization and the system management of identifying control terminal 21, the more important thing is in client 24 and develop based on functional modules such as recognition of face or intelligent monitorings the range of application of expanding system.The user can set up face template in client 24 separately, perhaps 12 sets up face template in the office terminal, is convenient to user selection.Current, native system is integrated based on the work attendance module of recognition of face, and it is professional to utilize face recognition technology to carry out the work attendance of company.The attendance management module has attendance checking function management and work attendance identification registration function.Attendance checking function management realize with management is set, the functions such as the break tour setting of arranging an order according to class and grade, sign-in and sign-out, inquiry, work attendance form and statistical report form.The user arranges management typing personal information, comprises name, teams and groups of department joint, festivals or holidays, asks for leave and go on business.The break tour setting of arranging an order according to class and grade can be finished automatic scheduling, break tour order of classes or grades at school and the break tour function of arranging an order according to class and grade.Sign-in and sign-out are user's manual operation interface, when having the people not carry out work attendance by attendance recorder among the user, can carry out work attendance by manual registering, and are convenient to generate the work attendance form.The work attendance Information Statistics of work attendance form completing user a period of time.As: certain day working time, quitting time, be late, leave early, stay away from work without leave and the situation such as overtime work.Statistical report form is added up the fate that corresponding time planted agent turns out for work, late minute, late number of times, the time of leaving early, the number of times of leaving early, overtime, absence from work without reason fate, not work attendance number of times, register number of times and the situation of going on business of asking for leave.Work attendance identification registration function is finished employee's attendance time record by recognition of face.In addition, the intelligent monitored control module of client 24 when there being personnel illegally to cross a certain border, when perhaps abnormal behaviour occurring, produces intelligent alarm function.The secondary development of the system that is integrated into of client 24 and actual application provide more expandability.Simultaneously, client 24 is gone back circuit and is connected with client harvester 241, can gather human face image information by this client harvester 241, is transferred to client 24.
Specify a kind of recognition methods of the network face recognition system be used to having the intelligent management system below in conjunction with Fig. 2, it comprises following steps:
Face template is set up separately and stored to step 2.1 client 24 according to user's concrete actual requirement, then, selects according to demand the function of entrance guard management module, attendance management module or intelligent monitored control module.If need to select operation entrance guard management module, the face template of setting up is carried out rights management, and be delivered to identification control terminal 21, and jump to step 4; If select operation attendance checking function module, then jump to step 2.1.1; If select the operation intelligent monitored control module, then jump to step 2.2.
Step 2.1.1 system initialization, client 24 starts attendance management.
Step 2.1.2 client 24 typing human face image information are trained registration face template and authority, and are stored in client 24.
Step 2.1.3 client harvester 241 gathers human face image information, and transfers to client 24.
Step 2.1.4 client 24 compares identification with this human face image information and face template, determines employee's identity.
Step 2.1.5 client 24 is according to employee's identity of determining, and the time during identification, records this employee's attendance time, and jumps to step 2.1.
Step 2.2 client 24 system initializations start intelligent monitored control module.
Step 2.3 acquisition module 23 is surveyed the zone of required monitoring, and transfers to client 24 by identification control terminal 21.
Step 2.4 client 24 has judged whether that personnel cross the border in guarded region, if, then client 24 display alarms prompting, if not, then not display alarm, and jump to step 2.1.
Face template and the authority of step 3 office terminal 12 registration of personnel are stored in web data server 11, and are delivered to identification control terminal 21, and jump to step 4.
The face template of step 3.1 office terminal 12 registration of personnel.
The 12 couples of personnel in step 3.2 office terminal carry out the access permission management, namely give the designated person authority at the some doors of the turnover of specific time period.
Step 3.3 office terminal 12 is stored in web data server 11 with authorized person's face template and authority, is sent to simultaneously identification control terminal 21.
Step 4 acquisition module 23 obtains people's face information of personnel, is delivered to identification control terminal 21.
The proximity transducer of step 4.1 acquisition module 23 utilizes its place of infra-red detection situation in front of the door.
Step 4.2 identification control terminal 21 judges whether the in front of the door scope that proximity transducer is surveyed has personnel, if then start camera collection people face communication to video acquisition device 213, and jump to step 4.3; If not, then do not start camera, and jump to step 4.1.
Step 4.3 identification control terminal 21 keeps people's face detected state constantly, after catching suitable facial image, starts the identification thread, video acquisition device 213 with people's face communication of collecting to recognition device 211.
211 couples of personnel's of step 5 recognition device human face image information and the identification of being compared by the next face template of system management module 1 transmission, judge whether personnel are the authorized person, if then these acquisition module 23 corresponding electric control door locks 22 of access controller 212 controls are opened; If not, then access controller 212 control electric control door locks 22 keep locking state.
Step 6 identification control terminal 21 utilizes heartbeat mechanism, periodically sending running state information (recognition data and gate inhibition pass in and out daily record etc.) is sent to office terminal 12 and client 24, after 12 pairs of these running state information in office terminal are resolved, transfer to web data server 11 and store.
Although content of the present invention has been done detailed introduction by above preferred embodiment, will be appreciated that above-mentioned description should not be considered to limitation of the present invention.After those skilled in the art have read foregoing, for multiple modification of the present invention with to substitute all will be apparent.Therefore, protection scope of the present invention should be limited to the appended claims.
Claims (3)
1. the recognition methods for the network face recognition system with intelligent management system is characterized in that, comprises following steps:
Step 1 system initialization arranges grid;
Step 2 selects to adopt office terminal (12) or client (24) to carry out face template and rights management, if adopt office terminal (12), then jumps to step 3; If adopt client (24) then to jump to step 2.1;
Step 2.1 client (24) operation function module is selected, if select to carry out the entrance guard management module, then registers and store personnel's face template and authority, and is delivered to identification control terminal (21), and jumps to step 4; If select operation attendance management module, then jump to step 2.1.1, carry out attendance management; If select the operation intelligent monitored control module, then jump to step 2.2;
Step 2.1.1 client (24) system initialization starts the attendance management module;
Step 2.1.2 client (24) typing employee's human face image information is trained registration face template and authority, and is stored in client (24);
Step 2.1.3 client harvester (241) gathers human face image information, and transfers to client (24);
Step 2.1.4 client (24) compares the identity that the employee is determined in identification with this human face image information and face template;
Step 2.1.5 client (24) records this employee's attendance time, and jumps to step 2.1;
Step 2.2 client (24) system initialization starts intelligent monitored control module;
Step 2.3 acquisition module (23) is surveyed the zone of required monitoring, and transfers to client (24) by identification control terminal (21);
Step 2.4 client (24) has judged whether that personnel cross the border in guarded region, if, then client (24) display alarm prompting, if not, then not display alarm, and jump to step 2.1;
Face template and the authority of step 3 office terminal (12) registration of personnel are stored in web data server (11), and are delivered to identification control terminal (21), and jump to step 4;
Step 4 acquisition module (23) obtains people's face information of personnel, is delivered to identification control terminal (21);
Step 5 recognition device (211) is identified people's face information of personnel, judges whether personnel are the authorized person, if then access controller (212) control electric control door lock (22) is opened; If not, then access controller (212) control electric control door lock (22) keeps locking state;
Step 6 identification control terminal (21) periodically send running state information to the office terminal (12) and client (24).
2. as claimed in claim 1 for the recognition methods of the network face recognition system with intelligent management system, it is characterized in that described step 3 also comprises following steps:
Step 3.1 office terminal (12) registration authorized person's face template;
Rights management is carried out to the authorized person in step 3.2 office terminal (12);
Step 3.3 office terminal (12) is stored in web data server (11) with authorized person's face template and authority, is sent to simultaneously identification control terminal (21).
3. as claimed in claim 1 for the recognition methods of the network face recognition system with intelligent management system, it is characterized in that described step 4 also comprises following steps:
The proximity transducer (231) of step 4.1 acquisition module (23) is surveyed;
Step 4.2 identification control terminal (21) judges whether the in front of the door scope that proximity transducer (231) is surveyed has personnel, if then start camera (232) and gather people's face communication to video acquisition device (213) and jump to step 4.3; If not, then do not start camera (232), and jump to step 4.1;
Step 4.3 video acquisition device (213) with people's face communication of collecting to recognition device (211).
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