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 PDF

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CN101847279B
CN101847279B CN 201010178463 CN201010178463A CN101847279B CN 101847279 B CN101847279 B CN 101847279B CN 201010178463 CN201010178463 CN 201010178463 CN 201010178463 A CN201010178463 A CN 201010178463A CN 101847279 B CN101847279 B CN 101847279B
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system
client
management
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CN101847279A (en
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彭文东
朱学曦
唐坚
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上海洪剑智能科技有限公司
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Abstract

本发明提供具有智能化管理体系的网络人脸识别系统,该系统包含系统管理模块,以及分别与该系统管理模块网络连接的若干识别模块;该系统管理模块包含网络数据服务器以及与该网络数据服务器电路连接的管理终端;该识别模块包含识别控制终端,以及分别与该识别控制终端电路连接的若干电控门锁、若干采集模块和客户端;客户端包含门禁管理、考勤管理和智能监控功能。 The present invention provides a face recognition system intelligent network management system, the system comprising a system management module, and a plurality of the identification module is connected to the system network management module; the system management module comprises a data server and the data network to the network server circuit connected to the management terminal; identifying the identification module comprises a control terminal, respectively, and the plurality of electric door locks recognition control circuit connected to the terminals, and a plurality of client acquisition module; client comprising access control, time and attendance management and intelligent monitoring. 本发明中系统管理模块可连接多路识别模块,可同时控制多路电控门锁和采集模块,提高可扩展性;识别模块中设有客户端,提供更多功能模块,提高了系统的可扩展能力;识别控制终端采用心跳机制,使系统管理模块和识别模块之间周期性同步进行信息交互,确保系统运作的稳定性。 In the present invention, the system management module can be connected to multiple identification module, can control multiple electronically controlled door locks and acquisition module, scalability; client identification module is provided, providing more functionality modules, the system can be improved scalability; identifying the terminal using the heartbeat control mechanism so that periodic synchronization information interaction between the management module and a recognition module system, ensure the stability of operation of the system.

Description

具有智能化管理体系的网络人脸识别系统及其识别方法 Face recognition system having a network management system and the intelligent identification method

技术领域 FIELD

[0001] 本发明涉及ー种智能化管理系统、网络通信和人脸识别领域的系统,具体涉及ー种具有智能化管理体系的网络人脸识别系统及其识别方法。 [0001] The present invention relates to species ー intelligent management system, network communications and face recognition system, particularly relates to such networks ー recognition method and face recognition system having intelligent management systems.

背景技术 Background technique

[0002]目前,随着现代科学技术的快速发展,人们对安防领域提出了更高的要求。 [0002] Currently, with the rapid development of modern science and technology, people on the field of security put forward higher requirements. 安全、可靠且具有智能化管理的门禁系统如IC卡门禁系统、指纹门禁系统等越来越受到市场的青睐。 Safe, reliable and intelligent management of access control systems such as IC card access control system, fingerprint access control systems more and more favored by the market. 这些系统大都采取集中式和分布式的网络架构,将服务器,客户端及电控门锁连接网络,在后台构建智能管理体系,监控系统运行状态,完成门禁日志存储等各种功能。 Most of these systems take centralized and distributed network architecture, the server, the client connected to the network and electronically controlled door locks, intelligent building management systems in the background, monitoring system status, perform various functions such as access control log storage. 尽管功能強大,但是其问题在于,门禁系统的安全性和稳定性不能得到有效地保证。 Although powerful, but the problem is that the security and stability of the access control system can not be effectively guaranteed. 众所周知,IC卡易于丢失,而接触式的指纹识别易受指纹变化影响。 As we all know, IC card is easy to lose, and contactless fingerprint identification fingerprint susceptible to change. 当门禁系统的核心部分处于不稳定甚至不可靠的状态,那么组成网络架构的系统必然存在严重的安全隐患。 When the core part of the access control system is in an unstable state is not even reliable, the system architecture is composed of a network there must be a serious security risk.

[0003] 而人脸特征具有非接触式、不可复制且不可替代性,当以人脸识别技术用于身份识别,结合网络与通讯机制的门禁系统,能够联网运行并充分利用系统资源进行管理和监控,则具有巨大的优势和前景。 [0003] and characterized in having a non-face contact, can not be copied without alternatively, as to face recognition technology for identification, access control systems in conjunction with network communications mechanisms can make full use of network operation and management of system resources, and monitor, then have a huge advantage and prospects. 现在,国内市场出现了ー些具有联网性质的人脸识别系统,但是仍缺乏具有智能化管理功能的网络门禁系统。 Now, the domestic market in the face recognition system with networking ー these properties, there is still a lack of access control systems with intelligent network management functions.

发明内容 SUMMARY

[0004] 本发明提供ー种具有智能化管理体系的网络人脸识别系统,利用人脸特征作为唯一身份认证手段,利用人脸技术完成远程开门,充分利用系统资源,可靠稳定且易于管理。 [0004] The present invention provides ー kinds of face recognition system has a network of intelligent management system, the use of facial features as the only means of authentication, the use of technology to complete the remote open face, full use of system resources, stable and reliable and easy to manage.

[0005] 本发明提供ー种具有智能化管理体系的网络人脸识别系统,其特征是,该系统包含系统管理模块,以及分别与该系统管理模块网络连接的若干识别模块; [0005] The present invention provides a face recognition system ー species with intelligent network management system, characterized in that the system includes a system management module, and a plurality of the identification module is connected to the system network management module;

[0006] 上述系统管理模块包含网络数据服务器以及与该网络数据服务器电路连接的管理终端; [0006] The system management module comprises a data network and data management server connected to the terminal server to the circuit network;

[0007] 上述识别模块包含识别控制終端,以及分别与该识别控制終端电路连接的若干电控门锁、若干采集模块和客户端; [0007] The identification module comprises identifying the control terminal, respectively, and the plurality of electric door locks recognition control circuit connected to the terminals, and a plurality of client acquisition module;

[0008] 上述客户端还电路连接有客户端采集装置;该客户端包含电路连接的门禁管理模块、考勤管理模块和智能监控模块; [0008] The client further circuit means connected to acquisition client; the client module comprises a circuit connected to the access control management, attendance management module and intelligent monitoring module;

[0009] 上述电控门锁和米集模块对应设置; [0009] The electronically controlled door locks and the module corresponding to m sets is provided;

[0010] 上述识别控制終端包含分别与系统管理模块网络连接的识别装置和门禁控制器,以及与该识别装置电路连接的视频采集装置。 [0010] The control terminal comprises identification means to identify and access controller are connected to the network system management module, and a video capture device connected to the identification circuit.

[0011] 上述采集模块包含接近传感器和摄像头;该摄像头电路连接视频采集装置。 [0011] The acquisition module comprises a proximity sensor and a camera; the video camera capture circuit connecting means.

[0012] 上述识别装置采用多路识别机制,可同时对若干采集模块所采集的信息进行识别操作。 [0012] The multi-path identification means identification mechanism, a number of information can be simultaneously acquired acquisition module recognition operation.

[0013] 上述识别控制终端采用心跳机制;周期性同步发送运行状态信息至管理終端和客户端。 [0013] The control identification terminal using a heartbeat mechanism; periodically transmitting the synchronization information to the operating state of the terminal and the management client. [0014] 一种用于具有智能化管理体系的网络人脸识别系统的识别方法,其特征是,包含以下步骤: [0014] A method for identifying a network having a face recognition system intelligent management system, wherein, comprising the steps of:

[0015] 步骤I系统初始化,设置系统网络; [0015] Step I initialize the system, the network system;

[0016] 步骤2选择采用管理終端或客户端进行人脸模板及权限管理,若采用管理終端,则跳转到步骤3 ;若采用客户端,则跳转到步骤2. I ; [0016] Step 2 or the management terminal using the selected client face template and rights management, the use of a management terminal, then jump to step 3; the use of a client, then jumps to step 2. I;

[0017] 步骤2. I客户端运行功能选择模块,若选择门禁管理,则登记和存储人员的人脸模板及权限,且输送至识别控制終端,并跳转到步骤4 ;若选择进行考勤管理模块,则跳转到步骤2. I. I ;若选择进行智能监控模块,则跳转到步骤2. 2 ; [0017] Step 2. I client operation function selection module, if the selected access control, and the face template registration authority and storing personnel identification and delivered to the control terminal, and proceeds to step 4; if selection Attendance module, skip to step 2. I. I; if intelligent selection monitoring module, then jumps to step 2.2;

[0018] 步骤2. I. I客户端系统初始化,启动考勤管理; [0018] Step 2. I. I client system initialization, start time and attendance management;

[0019] 步骤2. I. 2客户端录入员エ的人脸图像信息,进行训练登记人脸模板及权限,并存储于客户端; [0019] Step 2. I. 2 client entry clerk Ester face image information, training and registered face template permissions, and stored in the client;

[0020] 步骤2. I. 3客户端采集装置采集人脸图像信息,并传输至客户端; [0020] Step 2. I. 3 facial image acquisition client device information collection terminal, and transmits to the client;

[0021] 步骤2. I. 4客户端将该人脸图像信息与人脸模板进行对比识别确定员エ的身份; [0021] Step 2. I. 4 The client face image with the face template information comparing identification member Ester determined identity;

[0022] 步骤2. I. 5客户端记录该员エ的出勤时间,并跳转到步骤2. I ; [0022] Step 2. I. 5 attendance recording time of the client's Ester members, and jump to step 2. I;

[0023] 步骤2. 2客户端系统初始化,启动智能监控模块; [0023] Step 2.2 client system initialization, start intelligent monitoring module;

[0024] 步骤2. 3采集模块探测所需监控的区域,并通过别控制終端传输至客户端; [0024] Step 2.3 acquisition module detects the monitored area required, and not transmitted to the client through the control terminal;

[0025] 步骤2. 4客户端判断是否有人员在监控区域内越界,若是,则客户端显示报警提示,若否,则不显示报警,并跳转到步骤2. I ; [0025] Step 2.4 determines whether the client who bounds a monitored area, and if yes, the client displays alarm, if not, no alarm will be displayed and jumps to Step 2. the I;

[0026] 步骤3管理終端登记人员的人脸模板及权限,存储于网络数据服务器,且输送至识别控制終端,并跳转到步骤4 ; Permissions face template and [0026] Step 3 registrant management terminal, network data stored in the server and sent to the recognition control terminal, and proceeds to step 4;

[0027] 步骤3. I管理終端登记授权人员的人脸模板; [0027] Step 3. I authorized personnel management terminal registration face template;

[0028] 步骤3. 2管理終端对授权人员进行权限管理; [0028] Step 3.2 authorized personnel management terminal rights management;

[0029] 步骤3. 3管理終端将授权人员的人脸模板和权限存储于网络数据服务器,同时发送至识别控制終端; Face template and permissions [0029] Step 3.3 authorized personnel management terminal network data stored in the server, and transmitted to the control terminal identification;

[0030] 步骤4采集模块获取人员的人脸信息,输送至识别控制終端; [0030] Step 4 personnel acquisition module acquires face information delivered to the control terminal identification;

[0031] 步骤4. I采集模块的接近传感器探測所设置门前的情况; [0031] Step 4. I acquisition module proximity sensor disposed to detect the front of the case;

[0032] 步骤4. 2识别控制終端判断接近传感器所探测的门前范围是否有人员,若是,则启动摄像头采集人脸信息传输至视频采集装置,并跳转至步骤4. 3 ;若否,则不启动摄像头,并跳转至步骤4. I; [0032] Step 4.2 identifying the control terminal if the proximity sensor to detect whether a person in front of the range, and if yes, start the camera capture facial information to the video capture device and jump to step 4.3; if not, the camera is not started, and skipping to step 4. I;

[0033] 步骤4. 3视频采集装置将采集到的人脸信息传输至识别装置; [0033] Step 4.3 video capture device to capture information to the face recognition means;

[0034] 步骤5识别装置对人员的人脸信息进行识别,判断人员是否为授权人员,若是,则门禁控制器控制电控门锁开启;若否,则门禁控制器控制电控门锁保持锁死状态; [0034] Step 5 of the face recognition apparatus information identifying the person, who determines whether the person is authorized, and if so, then the access controller controls electrically controlled door lock open; if not, then the access controller controls electrically controlled door lock holder lock dead state;

[0035] 步骤6识别控制終端周期性发送运行状态信息发送至管理終端和客户端。 [0035] Step 6 identify the control terminal periodically transmits the operating state information transmitted to the terminal and the management client.

[0036] 本发明具有智能化管理体系的网络人脸识别系统和现有的门禁系统相比,其优点在于,本发明中系统管理模块可连接多路识别模块,而每个识别模块中设置有多路一一对应的电控门锁和采集模块,可同时识别多路人脸信息,控制其相对应的电控门锁,提高了系统的可扩展性; [0036] The face recognition system of the present invention with intelligent network management system and compared with existing access control system, has the advantage that, in the present invention, the system management module can connect multiple identification module, and each module is provided with identification multiple correspondence and electrically controlled door lock acquisition module, which can identify multiple passers face information, which control the corresponding electrically controlled lock, improves the scalability of the system;

[0037] 本发明的识别模块中设有客户端,可提供更多功能模块,扩展本系统的应用范围,提闻了系统的可扩展能力;[0038] 本发明的识别控制终端采用心跳机制,周期性同步发送运行状态信息,在保证网络的可靠和通畅的同时,使系统管理模块和识别模块之间实时进行信息交互,确保系统运作的稳定性。 [0037] The identification module of the present invention is provided with the client modules may provide additional functionality, extend the range of application of this system, mentioned smell scalability of the system; [0038] identifying the control terminal of the present invention employ heartbeat mechanism, periodically transmitting the synchronization operation state information in a reliable and smooth network while maintaining the system between the real-time management module and the recognition module to perform information interaction, ensure the stability of operation of the system.

附图说明 BRIEF DESCRIPTION

[0039] 图I为本发明具有智能化管理体系的网络人脸识别系统的总体模块示意图; [0039] FIG. I having an overall schematic diagram of a network module of intelligent management system, face recognition system of the present invention;

[0040] 图2为本发明用于具有智能化管理体系的网络人脸识别系统的识别方法的方法流程图。 [0040] FIG 2 is a flowchart of a method for identifying a method of face recognition system with intelligent network management system.

具体实施方式 Detailed ways

[0041] 以下结合附图说明本发明的具体实施方式。 [0041] DETAILED DESCRIPTION OF THE DRAWINGS The following embodiment of the present invention.

[0042] 请參见图I所示,本发明具有智能化管理体系的网络人脸识别系统包含系统管理模块1,以及分别与该系统管理模块I通过网络连接的若干识别模块2。 [0042] Referring to FIG I, the present invention is a network management system with intelligent face recognition system comprising a system management module, the identification module and a plurality of I are connected to the system management module via the network 2.

[0043] 系统管理模块I包含网络数据服务器11以及与该网络数据服务器11电路连接的管理終端12。 [0043] The system management module I comprises a data network server management terminal 11 and the data network server 11 connected to the circuit 12. 网络数据服务器11负责存储和检索本发明系统的各种数据,如人员,房间号,公司部门班组信息,出入门权限,门禁出入日志,人脸模板库等信息。 A variety of network data server 11 is responsible for data storage and retrieval system of the present invention, such as staff, room number, the corporate sector team information, the entry privileges, access control access log, face template library and other information.

[0044] 管理終端12对本系统工作区域内人员的人脸特征信息进行人脸建模,建模后的人脸模板保存到网络数据服务器U。 [0044] The management terminal 12 human face feature information in the work area of ​​the system will be staff facial modeling, face template save the modeled data to the network server U. 管理終端12记录和查询通过人员进出信息并产生报表,将控制权限及人脸模板下传至识别模块2。 12 record and check out the information and produce a report by the staff, will be transmitted to the identification module 2 under the control of authorities and face template management terminal. 当识别模块2发生故障,用户也可至管理终端12登记人脸,完成远程开门功能。 When the failure recognition module 2, the user management terminal 12 may be registered to the face, remote open function is completed.

[0045] 识别模块2包含识别控制終端21,以及分别与该识别控制終端21电路连接的若干电控门锁22、若干采集模块23和客户端24。 [0045] The identification module 2 comprises a recognition control terminal 21, and a plurality of electric door locks are connected to the control terminal 21 of the identification circuit 22, a plurality of collection module 23 and the client 24.

[0046] 识别控制終端21包含分别与系统管理模块I网络连接的识别装置211和门禁控制器212,以及与该识别装置211电路连接的视频采集装置213,其中识别装置211基于计算机或嵌入式系统。 [0046] The control terminal 21 comprises identification recognition means are connected to the system management module 211 and the I network access controller 212, and a video capture device connected to the identification circuit 213 of device 211, wherein the recognition device 211 or computer-based embedded system .

[0047] 视频采集装置213通过采集模块23捕获人脸图像信息,识别装置211对该人脸图像信息与存储在系统中的人脸模板进行比对。 [0047] The video capture device 213 via acquisition module 23 captures a face image information, recognition means 211 face template image of the face information stored in the system for comparison.

[0048] 采集模块23包含接近传感器和摄像头,该摄像头电路连接视频采集装置213,接近传感器采用红外接近探測器。 [0048] The collection module 23 comprises a proximity sensor and a camera, the camera video capture circuit connecting means 213, a proximity sensor using infrared proximity detector. 识别控制終端21实时检测接近传感器的状态。 Identifying the control terminal 21 detects in real time the state of the proximity sensor. 当有人员来到门ロ的采集模块23前并使接近传感器启动吋,识别控制終端21将控制开启摄像头,进行视频采集。 When the start and the proximity sensor 23 inch front door has come ro art acquisition module, identifying the control terminal 21 to control the camera is turned on, video capture. 识别控制終端21即开始时刻保持人脸检测状态,当捕捉到合适的人脸图像后,识别控制終端21开始对人脸图像进行比对识别,输出人脸识别结果,由门禁控制器212控制电控门锁22开关。 Identifying the control terminal 21 starts face detection time holding state, when the captured face image to the right, recognition control terminal 21 starts to compare the face image recognition, face recognition result output, controlled by the access controller 212 is electrically door lock control switch 22. 识别数据及门禁开关日志通过网络传送至管理終端12,由其解析数据后存储至网络数据服务器11。 Access the identification data and the log through the network switch to the management terminal 12, by the parsed data to the network data stored in the server 11.

[0049] 本系统启动后,为保证网络的可靠及通畅,识别控制終端21采用心跳机制将识别模块的运行状态信息,识别数据以周期性的形式同步发送给管理終端12和客户端24,由管理终端12解析其中的数据,存储到网络数据服务器11。 [0049] After the start of the system, to ensure reliable and smooth, identifying the control terminal 21 of the network identification module using the heartbeat mechanism operating status information, identifying the synchronization data transmitted in the form of a periodic and terminal 12 to the management client 24, by the the management terminal 12 parses the data, the data stored in the network server 11. 心跳机制原理在于识别控制终端21创建ー个网络连接端ロ连接发送请求到管理终端12和客户端24,连接成功后,识别控制終端21发送信息至管理終端12和客户端24。 Principle is to identify heartbeat mechanism 21 creates a control terminal connected to terminal ro ー network connection terminal 12 sends a request to the management client 24, and, after the connection is successful, the control terminal 21 transmits the identification information to the management terminal 12 and the client 24. 当识别控制終端21获取电控门锁22和采集模块23运行状态的信息(包括人脸识别数据信息)成功后,组合成一个数据包发送到管理終端12和客户端24,同时返回一个确认信息(包含管理終端12和客户端24运行状态的信息)。 When the control terminal 21 acquires information for identifying the electric lock 22 operating state and the collection module 23 (including the face recognition data) successfully combined into a packet sent to the management terminal 12 and the client 24, and returns a confirmation message (including the management information of the terminal 12 and the operating state of the client 24).

[0050] 本发明中,客户端24包含电路连接的门禁管理模块、考勤管理模块和智能监控模块。 [0050] In the present invention, client access control management module 24 includes a circuit connected to monitor attendance management module and intelligent module. 客户端24的门禁管理模块单独完成对识别控制终端21的门禁管理、人脸身份授权和系统管理外,更重要的是在客户端24开发基于人脸识别或者智能监控等功能模块,扩展系统的应用范围。 Client access control management module 24 to complete a separate access control to identify the control terminal 21, the outer face authorization and identity management systems, more importantly, the client 24 based on the development of face recognition or intelligent monitoring and other function modules, expansion of the system applications. 用户可以単独在客户端24建立人脸模板,或者在管理終端12建立人脸模板,便于用户选择。 Users can radiolabeling alone in the client 24 to establish face template, or create a face template in the management terminal 12, user-friendly choice. 当前,本系统集成了基于人脸识别的考勤模块,利用人脸识别技术进行公司的考勤业务。 Currently, based on the present system integrates the recognition module attendance, for the company's attendance business use face recognition technology. 考勤管理模块具有考勤功能管理和考勤识别登记功能。 Attendance attendance management module has the function identification and attendance management registration function. 考勤功能管理实现用设置管理、排班倒班设置、签到签出、查询、考勤报表及统计报表等功能。 Attendance management function implemented in settings management, scheduling shift settings, check out the sign, query, attendance reports and statistical reports and other functions. 用户设置管理录入人员信息,包括姓名、部门班组节、节假日、请假出差。 User Settings Management entry personnel information, including name, department, team section, holidays, leave travel. 排班倒班设置可完成自动排班、倒班班次和倒班排班功能。 Scheduling can be done automatically shift set scheduling, shift work shifts and shift scheduling function. 签到签出为用户手动操作界面,当用户中有人未通过考勤机进行考勤时,可通过手工签到进行考勤,便于生成考勤报表。 Check out manually check the user interface, when the user was not in attendance through attendance, attendance can check by hand, easy to generate attendance reports. 考勤报表完成用户一段时间考勤信息统计。 Attendance reports complete user information for some time and attendance statistics. 如:某天上班时间、下班时间、迟到、早退、旷エ和加班等情況。 Such as: day working time, working hours, late, leave early, and the case where Kuang Ester overtime. 统计报表统计相应时间内应出勤的天数,迟到分钟、迟到次数、早退时间、早退次数、加班时间、旷エ天数、未考勤次数、签到次数以及请假出差情況。 Statistics statistical reports should be the number of days in the corresponding period of attendance, minutes late, often late, leaving early, leave early times, overtime, Kuang Ester days, the number of non-attendance, attendance times and leave on business conditions. 考勤识别登记功能通过人脸识别完成员エ出勤时间记录。 Face recognition attendance registration function is completed by the time the recording member Ester attendance. 此外,客户端24的智能监控模块,当有人员非法越过某ー边界,或者出现异常行为时,产生智能报警功能。 In addition, the client intelligent monitoring module 24, when there is a person to illegally cross the border ー, or abnormal behavior, resulting in intelligent alarm function. 客户端24的集成为系统的二次开发及实际的应用提供了更多的可扩展能力。 Client integration system 24 of the secondary development and practical application provides more scalability. 同时,客户端24还电路连接有客户端采集装置241,通过该客户端采集装置241可采集人脸图像信息,传输给客户端24。 Meanwhile, the client circuit 24 is also connected to a client capture device 241, capture device 241 may be a facial image information acquired by the client, transmitting to the client 24.

[0051] 以下结合图2具体说明ー种用于具有智能化管理体系的网络人脸识别系统的识别方法,其包含以下步骤: [0051] The following detailed description in conjunction with FIG. 2 ー species identification method for a network having a face recognition system intelligent management system, comprising the steps of:

[0052] 步骤I启动本发明系统,系统进行初始化,设置系统的网络数据服务器11、识别控制終端21和客户端24的IP地址,同时系统启动网络通讯的心跳机制,将识别模块2包括电控门锁22,摄像头状态,门禁控制器212,识别控制终端21信息(CPU使用率,内存大小)等设备运行状态以周期性的形式打包成数据报发送给管理終端12。 [0052] Step I promoter system of the invention, the system is initialized to set the system network data servers 11, 21 and the client IP address 24, and the system starts the heartbeat mechanism for network communications, the identification module 2 includes an electronically controlled recognition control terminal lock 22, camera status, access controller 212, information identifying the control terminal 21 (CPU usage, RAM size), and other equipment in the form of periodically operating state packaged into datagrams sent to the management terminal 12. 管理終端12通过网络接收数据报并解析其中数据,并通过该数据监控网络运行状态。 The management terminal 12 via a network and parses the received data packets and data through the network to monitor the operating state.

[0053] 步骤2选择采用管理終端12或客户端24进行人脸模板及权限管理,若采用管理终端12,则跳转到步骤3 ;若采用客户端24,则跳转到步骤2. I。 [0053] Step 2 to select using the management terminal 12 or the client 24 face template and rights management, the use of the management terminal 12, then jump to step 3; the use of the client 24, then jump to step 2. I.

[0054] 步骤2. I客户端24根据用户的具体实际要求,単独建立并储存人脸模板,而后,根据需求选择门禁管理模块、考勤管理模块或智能监控模块的功能。 [0054] Step 2. I client 24 according to the specific user's actual requirements, radiolabeling only create and save face template, and then, select the access control module according to demand, attendance management module or intelligent monitoring module functions. 若需选择运行门禁管理模块,对所建立的人脸模板进行权限管理,且输送至识别控制終端21,并跳转到步骤4 ;若选择运行考勤功能模块,则跳转到步骤2. I. I ;若选择运行智能监控模块,则跳转到步骤2. 2。 To select the operation access control module, the face of the established human rights management templates, and delivered to the control terminal 21 to identify, and proceeds to step 4; if the selected operating function module attendance, skip to step 2. I. I; If you choose to run the intelligent monitoring module, then jumps to step 2.2.

[0055] 步骤2. I. I系统初始化,客户端24启动考勤管理。 [0055] Step 2. I. I system initialization, the client 24 starts attendance management.

[0056] 步骤2. I. 2客户端24录入人脸图像信息,进行训练登记人脸模板及权限,并存储于客户端24。 [0056] Step 2. I. 2 24 entry client face image information, training and registered face template permissions, and stored in the client 24.

[0057] 步骤2. I. 3客户端采集装置241采集人脸图像信息,并传输至客户端24。 A facial image capture device 241 information [0057] Step 2. I. 3 client acquisition, and transmitted to the client 24.

[0058] 步骤2. I. 4客户端24将该人脸图像信息与人脸模板进行对比识别,确定员エ的身份。 [0058] Step 2. I. 4 24 client information and the facial image facial recognition templates are compared to determine the identity of members of Ester.

[0059] 步骤2. I. 5客户端24根据确定的员エ身份,以及识别时的时间,记录该员エ的出勤时间,并跳转到步骤2. I。 [0059] Step 2. I. 5 Ester client 24 according to the determined identity of the members, and the recognition time, the recording time of the attendance of Ester members, and jump to step 2. I.

[0060] 步骤2. 2客户纟而24系统初始化,启动智能监控ホ旲块。 [0060] Step 2.2 Si and the client system 24 to initialize, start ホ Dae intelligent monitoring block.

[0061] 步骤2. 3采集模块23探測所需监控的区域,并通过识别控制終端21传输至客户端24。 [0061] Step 2.3 acquisition module 23 to monitor the desired detection area and the control terminal 21 through the transmission to identify the client 24.

[0062] 步骤2. 4客户端24判断是否有人员在监控区域内越界,若是,则客户端24显示报警提示,若否,则不显示报警,并跳转到步骤2. I。 [0062] Step 2.4 client 24 determines whether there is cross-border in the art within the monitoring area, if yes, the client 24 displays the alarm, if not, no alarm will be displayed and jumps to Step 2. I.

[0063] 步骤3管理終端12登记人员的人脸模板及权限,存储于网络数据服务器11,且输送至识别控制終端21,并跳转到步骤4。 Permissions face template and [0063] Step 3 registrant management terminal 12, the network data stored in the server 11, and conveyed to the identification control terminal 21, and proceeds to step 4.

[0064] 步骤3. I管理終端12登记人员的人脸模板。 [0064] Step 3. I registrant management terminal 12 face template.

[0065] 步骤3. 2管理終端12对人员进行门禁权限管理,即赋予指定人员在特定时段的进出某ー个门的权限。 [0065] Step 3.2 management terminal 12 of personnel access rights management, i.e., given a designated personnel permission ー door in and out of a particular time period.

[0066] 步骤3. 3管理終端12将授权人员的人脸模板和权限存储于网络数据服务器11,同时发送至识别控制終端21。 [0066] Step 3.3 management terminal 12 and the face template authorized persons in authority storage server network data 11, while a control terminal 21 transmits to the identification.

[0067] 步骤4采集模块23获取人员的人脸信息,输送至识别控制終端21。 [0067] Step 4 personnel acquisition module 23 acquires face information, identifying the control terminal 21 to the delivery.

[0068] 步骤4. I采集模块23的接近传感器利用红外线探測其所在门前的情況。 [0068] Step 4. I acquisition module 23 of the proximity sensor using infrared rays in front of the probe where they are.

[0069] 步骤4. 2识别控制終端21判断接近传感器所探测的门前范围是否有人员,若是,则启动摄像头采集人脸信息传输至视频采集装置213,并跳转至步骤4. 3 ;若否,则不启动摄像头,并跳转至步骤4. I。 [0069] Step 4.2 identifying the control terminal 21 determines the proximity sensor to detect whether a person in front of the range, and if yes, start the camera capture facial information to the video capture means 213, and jumps to step 4.3; if No, the camera is not started, and skipping to step 4. I.

[0070] 步骤4. 3识别控制終端21时刻保持人脸检测状态,当捕捉合适的人脸图像后,启动识别线程,视频采集装置213将采集到的人脸信息传输至识别装置211。 [0070] Step 4.3 identifying the control terminal 21 face detection time holding state, when the captured face image of the right, the thread start recognition, video capture device 213 to the collected information to the face recognition means 211.

[0071] 步骤5识别装置211对人员的人脸图像信息与由系统管理模块I传输来的人脸模板进行比对识别,判断人员是否为授权人员,若是,则门禁控制器212控制该采集模块23所对应的电控门锁22开启;若否,则门禁控制器212控制电控门锁22保持锁死状态。 Al. [0071] Step 5 of the identification device 211 with the person of the face image information transmitted by the system management module I to the facial recognition template matching, it is determined whether the person is an authorized person, and if so, the controller 212 controls the access acquisition module 23 corresponding to the electronically controlled lock 22 is opened; if not, the access controller 212 controls the electric door locks 22 to maintain a locked state.

[0072] 步骤6识别控制終端21利用心跳机制,周期性发送运行状态信息(识别数据及门禁进出日志等)发送至管理終端12和客户端24,管理終端12对该运行状态信息进行解析后,传输至网络数据服务器11储存。 [0072] Step 6 identify the control terminal 21 using a heartbeat mechanism periodically transmits operating state information (log out of the identification data and access control, etc.) to the terminal 12 and the management client 24, management terminal 12 parses the information on the operating state, transmitting data to the network storage server 11.

[0073] 尽管本发明的内容已经通过上述优选实施例作了详细介绍,但应当认识到上述的描述不应被认为是对本发明的限制。 [0073] While the present invention have been described in detail by the above preferred embodiments, it should be appreciated that the above description should not be construed as limiting the present invention. 在本领域技术人员阅读了上述内容后,对于本发明的多种修改和替代都将是显而易见的。 After the skilled artisan reading the foregoing, various modifications and alternatives to the present invention will be apparent. 因此,本发明的保护范围应由所附的权利要求来限定。 Accordingly, the scope of the invention be defined by the appended claims.

Claims (3)

1. 一种用于具有智能化管理体系的网络人脸识别系统的识别方法,其特征在于,包含以下步骤: 步骤I系统初始化,设置系统网络; 步骤2选择采用管理終端(12)或客户端(24)进行人脸模板及权限管理,若采用管理終端(12),则跳转到步骤3 ;若采用客户端(24)则跳转到步骤2. I ; 步骤2. I客户端(24)运行功能模块选择,若选择进行门禁管理模块,则登记和存储人员的人脸模板及权限,且输送至识别控制終端(21),并跳转到步骤4 ;若选择运行考勤管理模块,则跳转到步骤2. I. 1,执行考勤管理;若选择运行智能监控模块,则跳转到步骤2. 2 ;步骤2. I. I客户端(24)系统初始化,启动考勤管理模块; 步骤2. I. 2客户端(24)录入员エ的人脸图像信息,进行训练登记人脸模板及权限,并存储于客户端(24); 步骤2. I. 3客户端采集装置(241)采集人脸图像信息,并传 1. A method of identifying a face recognition system with intelligent network management system, characterized in that it comprises the following steps: Step I initialize the system, the network system; Step 2 opt management terminal (12) or the client (24) face template and rights management, the use of a management terminal (12), then jumps to step 3; the use of a client (24) jumps to step 2. I; client step 2. I (24 ) operation function selection module, the module when selected for access control, and the face template registration authority storage and personnel, and conveyed to the identification control terminal (21), and proceeds to step 4; attendance management operation if the selected module, Go to step 2. I. 1, attendance management performed; if you choose to run the intelligent monitoring module, then jumps to step 2.2; step 2. I. I client (24) system initialization, start time and attendance management module; step 2. I. 2 client (24) Ester entry operators face image information, face template training and registration authority, and is stored in the client (24); step 2. I. 3 client acquisition means (241) capture of a facial image information, and transfer 至客户端(24); 步骤2. 1.4客户端(24)将该人脸图像信息与人脸模板进行对比识别确定员エ的身份; 步骤2. I. 5客户端(24)记录该员エ的出勤时间,并跳转到步骤2. I ; 步骤2. 2客户端(24)系统初始化,启动智能监控模块; 步骤2. 3采集模块(23)探測所需监控的区域,并通过识别控制終端(21)传输至客户端(24); 步骤2. 4客户端(24)判断是否有人员在监控区域内越界,若是,则客户端(24)显示报警提示,若否,则不显示报警,并跳转到步骤2. I ; 步骤3管理終端(12)登记人员的人脸模板及权限,存储于网络数据服务器(11),且输送至识别控制終端(21),并跳转到步骤4 ; 步骤4采集模块(23)获取人员的人脸信息,输送至识别控制終端(21); 步骤5识别装置(211)对人员的人脸信息进行识别,判断人员是否为授权人员,若是,则门禁控制器(212)控制电控门锁( To the client (24); Step 2. 1.4 client (24) face the face template image information comparing identification member Ester determined identity; Step 2. I. 5 clients (24) of the recording member Ester attendance time, and jumps to step 2. the I; step 2.2 client (24) system initialization, start intelligent monitoring module; step 2.3 acquisition module (23) monitoring the desired detection region, and by identifying the control terminal (21) to the client (24); step 2.4 client (24) determines whether there is cross-border in the art within the monitoring area, if yes, the client (24) show alarm, if not, no alarm will be displayed and jump to step 2. I; step 3 management terminal (12) and face template registration authority personnel, network data stored in the server (11), conveyed to the identification and the control terminal (21), and proceeds to step 4; step 4 acquisition module (23) acquires face information personnel sent to the recognition control terminal (21); step 5 identifying means (211) on the face information personnel identification, judgment of the person whether the authorized person, and if so, the access controller (212) controls the electric door locks ( 22)开启;若否,则门禁控制器(212)控制电控门锁(22)保持锁死状态; 步骤6识别控制終端(21)周期性发送运行状态信息至管理終端(12)和客户端(24)。 22) open; if not, then the access controller (212) controls the electric door locks (22) to maintain a locked state; Step 6 identifying the control terminal (21) periodically transmits the operation state information to the management terminal (12) and the client (twenty four).
2.如权利要求I所述用于具有智能化管理体系的网络人脸识别系统的识别方法,其特征在于,所述步骤3还包含以下步骤: 步骤3. I管理終端(12)登记授权人员的人脸模板; 步骤3. 2管理終端(12)对授权人员进行权限管理; 步骤3. 3管理終端(12)将授权人员的人脸模板和权限存储于网络数据服务器(11),同时发送至识别控制終端(21)。 I as claimed in claim 2. The method for identifying a face recognition system with intelligent network management system, wherein, said step further comprising the step 3: Step 3. The management terminal I (12) to register an authorized officer the face template; step 3.2 management terminal (12) of authorized personnel rights management; step 3.3 management terminal (12) and the permissions are stored face template authorized person server in a data network (11), simultaneously transmitting to identify the control terminal (21).
3.如权利要求I所述用于具有智能化管理体系的网络人脸识别系统的识别方法,其特征在于,所述步骤4还包含以下步骤: 步骤4. I采集模块(23)的接近传感器(231)进行探測; 步骤4. 2识别控制終端(21)判断接近传感器(231)所探测的门前范围是否有人员,若是,则启动摄像头(232)采集人脸信息传输至视频采集装置(213)并跳转至步骤4.3 ;若否,则不启动摄像头(232),并跳转至步骤4. I ;步骤4. 3视频采集装置(213)将采集到的人脸信息传输至识别装置(211) 。 I as claimed in claim 3. The method for identifying a face recognition system with intelligent network management system, wherein said step 4 further comprising the following steps: Step 4. I acquisition module (23) a proximity sensor (231) for detection; front range identification step 4.2 the control terminal (21) determines a proximity sensor (231) detecting whether there are people, and if yes, start the camera (232) to capture a face information transmission video acquisition means ( 213) and jumps to step 4.3; if not, the camera (232) is not activated, the I and jump to step 4.; step 4.3 video capture device (213) the collected information to the face recognition means (211).
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