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CN108765668A - Recognition of face intelligent lock system based on internet device and verification method - Google Patents

Recognition of face intelligent lock system based on internet device and verification method Download PDF

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Publication number
CN108765668A
CN108765668A CN201810637371.9A CN201810637371A CN108765668A CN 108765668 A CN108765668 A CN 108765668A CN 201810637371 A CN201810637371 A CN 201810637371A CN 108765668 A CN108765668 A CN 108765668A
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face
server
internet device
door lock
recognition
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曹宇
张庆鹏
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Harbin University of Science and Technology
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Harbin University of Science and Technology
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Priority to CN201810637371.9A priority Critical patent/CN108765668A/en
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    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00Individual registration on entry or exit
    • G07C9/00174Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
    • G07C9/00563Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys using personal physical data of the operator, e.g. finger prints, retinal images, voicepatterns
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00Individual registration on entry or exit
    • G07C9/00174Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
    • G07C9/00571Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys operated by interacting with a central unit

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Lock And Its Accessories (AREA)

Abstract

本发明公开了基于互联网设备的人脸识别智能锁系统及验证方法,它涉及智能锁技术领域;包括安装在门上的机械锁模块,机械锁模块通过电机与控制电路和电源模块连接,由控制电路控制电机从而控制机械锁的开锁和锁闭,所述控制电路上设置有WiFi模块,控制电路通过WiFi模块从互联网设备接收控制信号;互联网设备上设置有具有人脸识别功能的应用程序,具有人脸识别功能的应用程序与云端服务器无线通信,云端服务器上设置有人脸识别模块,互联网设备与WiFi模块通过WiFi相连;本发明改变了使用物理或虚拟按键的传统开门或关门方式;方便不同身高的人员进行人脸识别,识别更加方便简单;具有增强的安全性,并且随着时间的推移性能会逐渐增强。

The invention discloses a face recognition intelligent lock system and verification method based on Internet equipment, which relates to the technical field of intelligent locks; it includes a mechanical lock module installed on the door, the mechanical lock module is connected with a control circuit and a power supply module through a motor, and is controlled by a The circuit controls the motor to control the unlocking and locking of the mechanical lock. The control circuit is provided with a WiFi module, and the control circuit receives control signals from the Internet device through the WiFi module; the Internet device is provided with an application program with a face recognition function, which has The application program of the face recognition function communicates wirelessly with the cloud server. The face recognition module is set on the cloud server, and the Internet device and the WiFi module are connected through WiFi; the invention changes the traditional way of opening or closing the door using physical or virtual keys; Facial recognition of more people, more convenient and simple to identify; with enhanced security, and performance will gradually increase over time.

Description

基于互联网设备的人脸识别智能锁系统及验证方法Face recognition intelligent lock system and verification method based on Internet equipment

技术领域technical field

本发明属于智能锁技术领域,具体涉及基于互联网设备的人脸识别智能锁系统及用于无人宾馆身份信息验证方法。The invention belongs to the technical field of intelligent locks, and in particular relates to a face recognition intelligent lock system based on Internet equipment and an identity information verification method for unmanned hotels.

背景技术Background technique

智能化安防技术随着科学技术的发展与进步和二十一世纪信息技术的腾飞已迈入了一个全新的领域,随着我国提出的互联网+计划,大数据时代智能化安防技术与计算机之间的界限正在逐步消失,没有安防技术社会就会显得不安宁,世界科学技术的前进和发展就会受到影响。而无人宾馆作为商业领域最急需解决智能化安防技术的主要应用场所,其内涵是其相关内容和服务的信息化、图象的传输和存储、数据的存储和处理等等。就智能化安防来说,一个完整的智能化安防系统主要包括门禁、报警和监控三大部分。With the development and progress of science and technology and the take-off of information technology in the 21st century, intelligent security technology has entered a new field. With the Internet + plan proposed by our country, the relationship between intelligent security technology and computers in the era of big data The boundaries of the world are gradually disappearing, and the society without security technology will appear restless, and the progress and development of world science and technology will be affected. As the main application place of intelligent security technology in the commercial field, the unmanned hotel has the connotation of informatization of related content and services, image transmission and storage, data storage and processing, etc. As far as intelligent security is concerned, a complete intelligent security system mainly includes three parts: access control, alarm and monitoring.

基本原理:利用无人宾馆内部WiFi网络通信技术把传感器、控制器、机器、人员和物等通过新的方式联在一起,形成人与物、物与物相联,实现信息化、远程管理控制和智能化的网络。Basic principle: Use the WiFi network communication technology inside the unmanned hotel to connect sensors, controllers, machines, personnel and objects together in a new way to form a connection between people and objects, and objects and objects, and realize informatization and remote management and control and intelligent network.

产品开发:智能门锁是智能家居安防系统的产物之一,智能安防开发主要包括后端信息数据库的建立及为宾馆提供大数据分析、维护和通信端口的运行以及前端应用程序的开发智能安防建立的信息数据库具有数据一致、完整和安全的特点。智能安防最大的优点就是硬件简单,信息传送及时,集布防,报警,检测,记录于一体,结构简单,适用面广,可以面向无人宾馆使用。Product development: Smart door locks are one of the products of smart home security systems. Smart security development mainly includes the establishment of back-end information databases and the provision of big data analysis, maintenance and operation of communication ports for hotels, as well as the development of front-end applications. Intelligent security establishment The information database has the characteristics of data consistency, completeness and security. The biggest advantage of intelligent security is that the hardware is simple, the information is transmitted in a timely manner, and it integrates arming, alarm, detection, and recording. It has a simple structure and a wide range of applications, and can be used in unmanned hotels.

核心技术:面部识别又称人脸识别、面像识别、面容识别等等,面部识别使用通用的摄像机作为识别信息获取装置。以非接触的方式获取识别对象的面部图像,计算机系统在获取图像后与数据库图像进行比对后完成识别过程。面部识别是基于生物特征的识别方式,与指纹识别等传统的识别方式相比,具有实时、准确、高精度、易于使用、稳定性高、难仿冒、性价比高和非侵扰等特性,较容易被用户接受。而为了方便时下最流行的无人宾馆的需求,添加了身份证刷卡识别模块,通过读取身份证内置图片信息与现场摄像头采集的图像进行比对,通过相应算法分析得出是否为身份证本人,如果是就记录身份证信息备份至后台服务器,下次开门时只需人脸识别即可,不需要再次刷身份证。Core technology: Facial recognition is also known as face recognition, facial image recognition, face recognition, etc., and facial recognition uses a general-purpose camera as an identification information acquisition device. The facial image of the recognition object is obtained in a non-contact manner, and the computer system completes the recognition process after comparing the obtained image with the database image. Facial recognition is a recognition method based on biometrics. Compared with traditional recognition methods such as fingerprint recognition, it has the characteristics of real-time, accuracy, high precision, easy to use, high stability, difficult to counterfeit, cost-effective and non-intrusive. User accepts. In order to facilitate the needs of the most popular unmanned hotels nowadays, an ID card swiping identification module has been added. By reading the built-in picture information of the ID card and comparing it with the image collected by the on-site camera, it can be analyzed through the corresponding algorithm whether it is the ID card itself. , if it is to record the ID card information and back it up to the background server, the next time you open the door, you only need face recognition, and you don’t need to swipe the ID card again.

为了提高开门效率,服务器必须在极短的时间内响应操作请求、收集存储信息,对应用服务器的高并发性能及数据库的高并发提出了苛刻的要求。In order to improve the efficiency of door opening, the server must respond to operation requests and collect and store information in a very short time, which puts forward strict requirements on the high concurrency performance of the application server and the high concurrency of the database.

在此系统中,服务器扮演着重要的角色,尽量减少服务器有可能出现的故障,服务器必须具备相应的容错措施,对整个服务器的系统提出了尽可能的避免出现单点故障的要求。In this system, the server plays an important role. To minimize the possible failure of the server, the server must have corresponding fault tolerance measures, and it is required to avoid single point failure as much as possible for the entire server system.

服务器对于脸部信息的查找匹配要做到最大的优化,尽可能地提高效率。The search and matching of facial information by the server should be optimized to the greatest extent, and the efficiency should be improved as much as possible.

发明内容Contents of the invention

为解决现有的人脸识别摄像头位置设置不够灵活的问题;本发明的目的在于提供基于互联网设备的人脸识别智能锁系统及用于无人宾馆身份信息验证方法。In order to solve the problem that the position of the existing face recognition camera is not flexible enough; the purpose of the present invention is to provide a face recognition intelligent lock system based on Internet equipment and a method for verifying identity information in unmanned hotels.

本发明的基于互联网设备的人脸识别智能锁系统,包括安装在门上的机械锁模块,机械锁模块通过电机与控制电路和电源模块连接,由控制电路控制电机从而控制机械锁的开锁和锁闭,所述控制电路上设置有WiFi模块,控制电路通过WiFi模块从互联网设备接收控制信号;互联网设备上设置有具有人脸识别功能的应用程序,具有人脸识别功能的应用程序与云端服务器无线通信,云端服务器上设置有人脸识别模块,互联网设备与WiFi模块通过WiFi相连。The face recognition intelligent lock system based on Internet equipment of the present invention includes a mechanical lock module installed on the door, the mechanical lock module is connected with the control circuit and the power supply module through the motor, and the control circuit controls the motor to control the unlocking and locking of the mechanical lock Closed, the control circuit is provided with a WiFi module, and the control circuit receives a control signal from the Internet device through the WiFi module; the Internet device is provided with an application program with a face recognition function, and the application program with a face recognition function communicates with the cloud server wirelessly For communication, a face recognition module is set on the cloud server, and the Internet device and the WiFi module are connected through WiFi.

作为优选,所述的机械锁模块通过电机控制开闭,电机通过控制模块控制,机械锁模块即可自动开门和关门。Preferably, the opening and closing of the mechanical lock module is controlled by a motor, and the motor is controlled by a control module, so that the mechanical lock module can automatically open and close the door.

作为优选,所述电源模块以12伏的电池作为输入,并输出12伏和5V直流电源。Preferably, the power supply module takes a 12-volt battery as input, and outputs 12-volt and 5-volt DC power.

作为优选,所述WiFi模块连接到互联网设备;第一次连接时互联网设备需要提供密码给此模块,之后WiFi模块维持保持与互联网设备的连接状态;另外,WiFi模块接受来自互联网设备的门锁开关信号,并通过控制电机来开关门锁。As preferably, the WiFi module is connected to the Internet device; the Internet device needs to provide a password to this module when connecting for the first time, and then the WiFi module maintains the connection state with the Internet device; in addition, the WiFi module accepts the door lock switch from the Internet device signal, and switch the door lock by controlling the motor.

作为优选,所述具有人脸识别功能的应用程序检测到人脸并发送人脸图像到服务器进行识别;发送WiFi号到WiFi模块;从服务器接收消息;另外,控制互联网设备的扬声器以提供音频消息;提供门锁开关日志。As preferably, the application program with the face recognition function detects the face and sends the face image to the server for identification; sends the WiFi number to the WiFi module; receives messages from the server; in addition, controls the speaker of the Internet device to provide audio messages ; Provide door lock switch log.

作为优选,所述云端服务器发送消息给互联网设备,从互联网设备接收消息;并注册新用户到门锁系统,做人脸识别以验证用户的身份;保存每个门锁的开关日志记录,在必要时发送这些日志到相应用户的互联网设备的具有人脸识别功能的扫一扫小程序。As preferably, the cloud server sends a message to the Internet device, receives the message from the Internet device; and registers a new user to the door lock system, and performs face recognition to verify the user's identity; saves the switch log record of each door lock, and when necessary These logs are sent to the scan applet with face recognition function on the Internet device of the corresponding user.

所述扫一扫小程序包括注册和人脸识别模块,是基于神经网络和机器学习;接收注册人脸图像及名字;在识别阶段它通过待识别人脸图像的识别输出带识别人的名称;平均每次识别需要大约200毫秒;人脸识别模块通过识别过程中收集到的人脸图像进新训练以进一步改善识别性能。The scan applet includes registration and face recognition modules, which are based on neural network and machine learning; receive the registered face image and name; in the recognition stage, it outputs the name of the band to identify the person through the recognition of the face image to be recognized; On average, each recognition takes about 200 milliseconds; the face recognition module conducts new training through the face images collected during the recognition process to further improve the recognition performance.

作为优选,所述互联网设备带有摄像头和扬声器,用带摄像头的互联网设备捕捉图像、分析图像以检测用户的面部,一旦用户的人脸图像经识别验证成功后,通过智能锁上的WiFi芯片接收信号,并控制电机自动打开门锁;人脸图像通过互联网设备上具有人脸识别功能的应用程序来进行检测;人脸的识别在服务器进行;通过无线通信将检测成功后的响应发送到互联网设备;随后,互联网设备将信号发送到门锁上的WiFi模块,门锁利用控制电路控制机械锁实现打开或关闭功能。Preferably, the Internet device has a camera and a loudspeaker, and the Internet device with the camera captures images and analyzes the images to detect the user's face. Once the user's face image is successfully identified and verified, it will be received by the WiFi chip on the smart lock. signal, and control the motor to automatically open the door lock; the face image is detected through the application program with face recognition function on the Internet device; the face recognition is performed on the server; the response after the successful detection is sent to the Internet device through wireless communication ; Subsequently, the Internet device sends a signal to the WiFi module on the door lock, and the door lock uses the control circuit to control the mechanical lock to realize the opening or closing function.

基于互联网设备的人脸识别智能锁系统的验证方法,它的验证步骤如下:The verification method of the face recognition intelligent lock system based on Internet equipment, its verification steps are as follows:

步骤S1:与服务器建立自定义安全通信协议,当门锁连接至服务器时,服务器会发送一个通信的标识至门锁,以此来建立安全通信;Step S1: Establish a custom secure communication protocol with the server. When the door lock is connected to the server, the server will send a communication identifier to the door lock to establish secure communication;

步骤S2:用户通过互联网设备的应用软件上传脸部扫描信息至服务器进行存档;Step S2: The user uploads the face scanning information to the server through the application software of the Internet device for archiving;

步骤S3:当用户第一次开门时,要求刷取身份证件读取信息,若使用自有互联网设备,进入步骤S4;若使用门锁自带摄像设备,进入步骤S5;当用户不是第一次开门且使用自有互联网设备时进入步骤S6;若用户不是第一次开门且使用门锁自带摄像设备,进入步骤S7;Step S3: When the user opens the door for the first time, it is required to swipe the ID card to read the information. If using the self-owned Internet device, go to step S4; if using the door lock with camera equipment, go to step S5; if the user is not the first time Go to step S6 when opening the door and use your own Internet device; go to step S7 if the user is not opening the door for the first time and using the camera with the door lock;

步骤S4:当自有互联网设备、门锁均与服务器建立安全通信后,用户通过互联网设备的应用软件 登陆,并通过互联网设备的摄像头对人脸进行扫描,通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,并将扫描到的人脸信息上传至服务器,服务器对上传的人脸信息进行脸部识别,脸部识别成功后,将其与刷身份证得到的身份证内芯片存储的脸部扫描信息进行比较,若相同,则服务器发送开锁命令至门锁内控制芯片,门锁进行开门操作,并将身份证内存储的脸部信息存至服务器;若不同,则服务器要求重新进行脸部扫面,若连续三次都没有通过,则发送报警信息至自有互联网设备应用软件和无人宾馆管理员,并发出警报(具体表征为发出声光报警);Step S4: After the self-owned Internet device and the door lock have established secure communication with the server, the user logs in through the application software of the Internet device, scans the face through the camera of the Internet device, and requests to be identified through the cooperative liveness detection method People make random expressions and actions, and upload the scanned face information to the server. The server performs face recognition on the uploaded face information. After the face recognition is successful, it is compared with the ID card obtained by swiping the ID card If they are the same, the server sends an unlock command to the control chip in the door lock, the door lock performs the door opening operation, and saves the face information stored in the ID card to the server; if they are different, then The server requires re-scanning of the face. If it fails to pass three times in a row, an alarm message will be sent to the application software of its own Internet device and the unmanned hotel administrator, and an alarm will be issued (specifically, an audible and visual alarm will be issued);

步骤S5:当门锁与服务器建立安全通信后,用户通过门锁上的摄像头对人脸进行扫描,通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,门锁将扫描到的人脸信息上传至服务器,服务器对上传的人脸信息进行脸部识别,脸部识别成功后,将其与刷身份证得到的身份证内芯片存储的脸部扫描信息进行比较,若相同,则服务器发送开锁命令至门锁内控制芯片,门锁进行开门操作,并将身份证内存储的脸部信息存至服务器;若不同,则服务器要求重新进行脸部扫面,若连续三次都没有通过,则发送报警信息至自有互联网设备应用软件和无人宾馆管理员,并发出警报(具体表征为发出声光报警);Step S5: After the door lock establishes secure communication with the server, the user scans the face through the camera on the door lock, and requires the recognized person to make random expressions and actions through the cooperative liveness detection method, and the door lock will scan The received face information is uploaded to the server, and the server performs face recognition on the uploaded face information. After the face recognition is successful, it is compared with the face scan information stored in the chip of the ID card obtained by swiping the ID card. If the same , the server sends an unlock command to the control chip in the door lock, the door lock performs the door opening operation, and saves the face information stored in the ID card to the server; if it is different, the server requires re-scanning of the face. If it fails, the alarm information will be sent to the application software of its own Internet equipment and the unmanned hotel administrator, and an alarm will be issued (specifically, it is characterized by sound and light alarm);

步骤S6:当自有互联网设备、门锁均与服务器建立安全通信后,用户通过互联网设备的应用软件 登陆,并通过互联网设备的摄像头对人脸进行扫描,通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,并将扫描到的人脸信息上传至服务器,服务器对上传的人脸信息进行脸部识别,脸部识别成功后,将其与服务器内已经存储的身份证脸部扫描信息进行比较,若相同,则服务器发送开锁命令至门锁内控制芯片,门锁进行开门操作;若不同,则服务器要求重新进行脸部扫面,若连续三次都没有通过,则发送报警信息至自有互联网设备应用软件和无人宾馆管理员,并发出警报(具体表征为发出声光报警);Step S6: After the self-owned Internet device and the door lock have established secure communication with the server, the user logs in through the application software of the Internet device, scans the face through the camera of the Internet device, and requests to be identified through the cooperative liveness detection method The person makes random expressions and actions, and uploads the scanned face information to the server. The server performs face recognition on the uploaded face information. After the face recognition is successful, it is combined with the ID card stored in the server Compare the face scanning information. If they are the same, the server will send an unlock command to the control chip in the door lock, and the door lock will open the door; if they are different, the server will request to re-scan the face. The alarm information is sent to the self-owned Internet equipment application software and the unmanned hotel administrator, and an alarm is issued (specifically represented as an audible and visual alarm);

步骤S7:当门锁与服务器建立安全通信后,用户通过门锁上的摄像头对人脸进行扫描,通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,门锁将扫描到的人脸信息上传至服务器,服务器对上传的人脸信息进行脸部识别,脸部识别成功后,将其与服务器内已经存储的身份证脸部扫描信息进行比较,若相同,则服务器发送开锁命令至门锁内控制芯片,门锁进行开门操作;若不同,则服务器要求重新进行脸部扫面,若连续三次都没有通过,则发送报警信息至自有互联网设备应用软件和无人宾馆管理员,并发出警报(具体表征为发出声光报警)。Step S7: After the door lock establishes secure communication with the server, the user scans the face through the camera on the door lock, and requires the identified person to make random expressions and actions through the cooperative liveness detection method, and the door lock will scan The received face information is uploaded to the server, and the server performs face recognition on the uploaded face information. After the face recognition is successful, it is compared with the face scan information of the ID card stored in the server. If they are the same, the server sends The unlock command is sent to the control chip in the door lock, and the door lock performs the door opening operation; if it is different, the server requires a face scan again, and if it fails for three consecutive times, an alarm message is sent to the self-owned Internet device application software and the unmanned hotel administrator, and an alarm (specifically characterized by an audible and visual alarm).

作为优选,所述门锁包括中央控制模块以及与其相连的通信模块、液晶显示屏、语音播报器、摄像头、声光报警器。Preferably, the door lock includes a central control module and a communication module connected thereto, a liquid crystal display, a voice announcer, a camera, and an audible and visual alarm.

作为优选,所述互联网终端或门锁在上传人脸信息和身份证信息之前,均进行了安全加密,用以提高私密信息的安全程度。Preferably, before uploading the face information and ID card information, the Internet terminal or the door lock is encrypted to improve the security of private information.

作为优选,所述脸部识别采用通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,保证只有真正的人脸才能被识别成功,而一般的平面照片和图像等都无效。As a preference, the face recognition adopts a cooperative living body detection method, which requires the person to be recognized to make randomly proposed expressions and actions to ensure that only real faces can be recognized successfully, while general plane photos and images are invalid .

作为优选,当设备与服务器确立安全通信之后,扫一扫小程序(即相应的应用软件)需要通过连接服务器来进行登陆,进而可通过扫一扫小程序(即相应的应用软件)导入所需要添加的脸部信息至服务器,导入的脸部信息进行了安全加密,以提高私密信息的安全程度。Preferably, after the secure communication between the device and the server is established, the scan applet (that is, the corresponding application software) needs to log in by connecting to the server, and then the scan applet (that is, the corresponding application software) can be used to import the required The added facial information is sent to the server, and the imported facial information is safely encrypted to improve the security of private information.

当扫描人脸后,人脸图像信息进行加密后,再同服务器里使用相同加密技术的人脸信息进行配对。配对后,服务器将发送信息给门锁设备,配对成功即打开门锁,配送失败即给出失败提示。After scanning the face, the face image information is encrypted, and then matched with the face information in the server using the same encryption technology. After pairing, the server will send information to the door lock device. If the pairing is successful, the door lock will be unlocked. If the delivery fails, a failure prompt will be given.

特别的,当人脸识别失败三次后,为了安全,门锁将发出声光报警,警报也将通过服务器推送给扫一扫小程序和无人宾馆管理员。当发生警报,用户可选择从扫一扫小程序打开门锁上的摄像头查看。用户也可以在扫一扫小程序上取消警报。In particular, when the face recognition fails three times, for safety, the door lock will send out an audible and visual alarm, and the alarm will also be pushed to the scan applet and the unmanned hotel administrator through the server. When an alarm occurs, the user can choose to open the camera on the door lock to view it from the scan applet. Users can also cancel the alarm on the scan applet.

本发明具有如下有益效果:The present invention has following beneficial effects:

一、改变了使用物理或虚拟按键的传统开门或关门方式;1. Changed the traditional way of opening or closing the door using physical or virtual buttons;

二、由于这种智能锁系统的人脸识别技术是基于目前最先进的神经网络和机器学习技术,错误和误检的可能性较小,所以它是一种安全的无人宾馆门锁控制系统;2. Since the face recognition technology of this smart lock system is based on the most advanced neural network and machine learning technology at present, the possibility of errors and misdetections is small, so it is a safe unmanned hotel door lock control system ;

三、基于人脸识别方法的智能锁系统避免了入住宾馆忘记带钥匙而导致无法开门的问题,避免了无人宾馆无法查验入住客人身份信息,这种锁系统比传统的锁更直观、友好、易于使用,并且比传统锁更安全。而且采用在互联网设备上安装具有人脸识别功能的扫一扫小程序,可以方便不同身高的人员进行人脸识别,识别更加方便简单;3. The intelligent lock system based on the face recognition method avoids the problem of being unable to open the door due to forgetting to bring the key when staying in the hotel, and avoids the inability of unmanned hotels to check the identity information of the guests. This lock system is more intuitive, friendly, and convenient than traditional locks. Easy to use and more secure than traditional locks. Moreover, by installing the scan applet with face recognition function on Internet devices, it is convenient for people of different heights to carry out face recognition, and the recognition is more convenient and simple;

四、这种出入控制系统具有增强的安全性,并且随着时间的推移性能会逐渐增强;4. This access control system has enhanced security and performance will gradually increase over time;

五、这也使得智慧家庭实现完全自动化前进了一步。5. It also brings the smart home a step closer to full automation.

附图说明:Description of drawings:

为了易于说明,本发明由下述的具体实施及附图作以详细描述。For ease of illustration, the present invention is described in detail by the following specific implementations and accompanying drawings.

图1为本发明的结构示意图;Fig. 1 is a structural representation of the present invention;

图2为本发明的流程图。Fig. 2 is a flowchart of the present invention.

具体实施方式:Detailed ways:

为使本发明的目的、技术方案和优点更加清楚明了,下面通过附图中示出的具体实施例来描述本发明。但是应该理解,这些描述只是示例性的,而并非要限制本发明的范围。此外,在以下说明中,省略了对公知结构和技术的描述,以避免不必要地混淆本发明的概念。In order to make the object, technical solution and advantages of the present invention clearer, the present invention is described below through specific embodiments shown in the accompanying drawings. It should be understood, however, that these descriptions are exemplary only and are not intended to limit the scope of the present invention. Also, in the following description, descriptions of well-known structures and techniques are omitted to avoid unnecessarily obscuring the concept of the present invention.

在此,还需要说明的是,为了避免因不必要的细节而模糊了本发明,在附图中仅仅示出了与根据本发明的方案密切相关的结构和/或处理步骤,而省略了与本发明关系不大的其他细节。Here, it should also be noted that, in order to avoid obscuring the present invention due to unnecessary details, only the structures and/or processing steps closely related to the solution according to the present invention are shown in the drawings, and the related Other details are not relevant to the invention.

如图1所示,本具体实施方式采用以下技术方案:一种基于互联网设备的人脸识别智能锁系统,包括安装在门上的机械锁模块,机械锁模块通过电机与控制电路和电源模块连接,由控制电路控制电机从而控制机械锁的开锁和锁闭,所述控制电路上设置有WiFi模块,控制电路通过WiFi模块从互联网设备接收控制信号;互联网设备上设置有具有人脸识别功能的应用程序,具有人脸识别功能的应用程序与云端服务器无线通信,云端服务器上设置有人脸识别模块,互联网设备与WiFi模块通过WiFi相连。As shown in Figure 1, this specific embodiment adopts the following technical solutions: a face recognition intelligent lock system based on Internet equipment, including a mechanical lock module installed on the door, and the mechanical lock module is connected to the control circuit and power supply module through a motor , the motor is controlled by the control circuit to control the unlocking and locking of the mechanical lock, the control circuit is provided with a WiFi module, and the control circuit receives control signals from the Internet device through the WiFi module; the Internet device is provided with an application with a face recognition function Program, the application program with the face recognition function communicates wirelessly with the cloud server, the face recognition module is set on the cloud server, and the Internet device and the WiFi module are connected through WiFi.

所述的机械锁,是通过电机控制机械锁的开关。The mechanical lock is controlled by a motor to switch the mechanical lock.

所述电源模块以12伏的电池作为输入,并输出12伏和5V直流电源。The power module takes a 12-volt battery as input, and outputs 12-volt and 5V DC power.

WiFi模块能够连接到互联网设备。第一次连接时互联网设备需要提供密码给此模块,之后WiFi芯片维持保持与互联网设备的连接状态。另外,WiFi模块可以接受来自互联网设备的门锁开关信号,并通过控制电机来开关门锁。The WiFi module is able to connect to internet devices. The Internet device needs to provide a password to this module when connecting for the first time, and then the WiFi chip maintains the connection state with the Internet device. In addition, the WiFi module can receive the door lock switch signal from the Internet device, and switch the door lock by controlling the motor.

所述的具有人脸识别功能的应用程序能够检测到人脸并发送人脸图像到服务器进行识别。它也能够发送WiFi号到WiFi模块。它也可以从服务器接收消息。另外,它也能够控制互联网设备的扬声器以提供音频消息。它也能够提供门锁开关日志。The application program with the face recognition function can detect the face and send the face image to the server for recognition. It is also able to send the WiFi number to the WiFi module. It can also receive messages from the server. In addition, it can also control the speakers of Internet devices to provide audio messages. It is also able to provide door lock switch log.

所述的服务器能够发送消息给互联网设备,也都能够从互联网设备接收消息。它也能够注册新用户到门锁系统,也能够做人脸识别以验证用户的身份。它也能够保存每个门锁的开关日志记录,并且可以在必要时发送这些日志到相应用户的互联网设备的具有人脸识别功能的扫一扫小程序。Said servers can send messages to Internet devices, and can also receive messages from Internet devices. It is also able to register new users to the door lock system, and it can also do face recognition to verify the user's identity. It is also able to save the switch log records of each door lock, and can send these logs to the scan applet with face recognition function of the corresponding user's Internet device when necessary.

所述扫一扫小程序,包括的注册和人脸识别模块,是基于神经网络和机器学习。能够接收注册人脸图像及名字。在识别阶段它通过待识别人脸图像的识别输出带识别人的名称。平均每次识别需要大约200毫秒。该模块也可以通过识别过程中收集到的人脸图像进新训练以进一步改善识别性能。The scan applet, including the registration and face recognition modules, is based on neural networks and machine learning. Able to receive registered face images and names. In the recognition stage, it outputs the name of the recognized person through the recognition of the face image to be recognized. On average each recognition takes about 200ms. The module can also be newly trained through face images collected during the recognition process to further improve the recognition performance.

进一步的,理所当然的,本申请的互联网设备带有摄像头、扬声器和WiFi模块,用带摄像头的互联网设备捕捉图像、分析图像以检测用户的面部,一旦用户的人脸图像经识别验证成功后,通过智能锁上的WiFi模块接收信号,并控制电机自动打开门锁。人脸图像通过互联网设备上具有人脸识别功能的应用程序来进行检测。人脸的识别在服务器进行。通过无线通信将检测成功后的响应发送到互联网设备。随后,互联网设备将信号发送到门锁上的WiFi模块,门锁利用控制电路控制机械锁实现打开或关闭功能。Further, as a matter of course, the Internet device of this application has a camera, a speaker and a WiFi module, and the Internet device with a camera is used to capture images and analyze the images to detect the user's face. Once the user's face image is successfully identified and verified, pass The WiFi module on the smart lock receives the signal and controls the motor to automatically open the door lock. The face image is detected by an application program with face recognition function on the Internet device. Face recognition is performed on the server. The response after successful detection is sent to the Internet device through wireless communication. Then, the Internet device sends the signal to the WiFi module on the door lock, and the door lock uses the control circuit to control the mechanical lock to realize the opening or closing function.

如图2所示,本发明的一种基于人脸识别的无人宾馆身份信息验证方法,作为本发明一个具体实施例,互联网设备可以但不局限于采用微信扫一扫小程序,支付宝扫一扫小程序系统。As shown in Figure 2, an unmanned hotel identity information verification method based on face recognition of the present invention, as a specific embodiment of the present invention, Internet devices can, but are not limited to, use the WeChat scan applet, Alipay scan Scan the applet system.

主要步骤如下:The main steps are as follows:

步骤S1:与服务器建立自定义安全通信协议,当门锁连接至服务器时,服务器会发送一个通信的标识至门锁,以此来建立安全通信;Step S1: Establish a custom secure communication protocol with the server. When the door lock is connected to the server, the server will send a communication identifier to the door lock to establish secure communication;

步骤S2:用户通过互联网设备的应用软件上传脸部扫描信息至服务器进行存档;Step S2: The user uploads the face scanning information to the server through the application software of the Internet device for archiving;

步骤S3:当用户第一次开门时,要求刷取身份证件读取信息,若使用自有互联网设备,进入步骤S4;若使用门锁自带摄像设备,进入步骤S5;当用户不是第一次开门且使用自有互联网设备时进入步骤S6;若用户不是第一次开门且使用门锁自带摄像设备,进入步骤S7;Step S3: When the user opens the door for the first time, it is required to swipe the ID card to read the information. If using the self-owned Internet device, go to step S4; if using the door lock with camera equipment, go to step S5; if the user is not the first time Go to step S6 when opening the door and use your own Internet device; go to step S7 if the user is not opening the door for the first time and using the camera with the door lock;

步骤S4:当自有互联网设备、门锁均与服务器建立安全通信后,用户通过互联网设备的应用软件 登陆,并通过互联网设备的摄像头对人脸进行扫描,通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,并将扫描到的人脸信息上传至服务器,服务器对上传的人脸信息进行脸部识别,脸部识别成功后,将其与刷身份证得到的身份证内芯片存储的脸部扫描信息进行比较,若相同,则服务器发送开锁命令至门锁内控制芯片,门锁进行开门操作,并将身份证内存储的脸部信息存至服务器;若不同,则服务器要求重新进行脸部扫面,若连续三次都没有通过,则发送报警信息至自有互联网设备应用软件和无人宾馆管理员,并发出警报(具体表征为发出声光报警);Step S4: After the self-owned Internet device and the door lock have established secure communication with the server, the user logs in through the application software of the Internet device, scans the face through the camera of the Internet device, and requests to be identified through the cooperative liveness detection method People make random expressions and actions, and upload the scanned face information to the server. The server performs face recognition on the uploaded face information. After the face recognition is successful, it is compared with the ID card obtained by swiping the ID card If they are the same, the server sends an unlock command to the control chip in the door lock, the door lock performs the door opening operation, and saves the face information stored in the ID card to the server; if they are different, then The server requires re-scanning of the face. If it fails to pass three times in a row, an alarm message will be sent to the application software of its own Internet device and the unmanned hotel administrator, and an alarm will be issued (specifically, an audible and visual alarm will be issued);

步骤S5:当门锁与服务器建立安全通信后,用户通过门锁上的摄像头对人脸进行扫描,通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,门锁将扫描到的人脸信息上传至服务器,服务器对上传的人脸信息进行脸部识别,脸部识别成功后,将其与刷身份证得到的身份证内芯片存储的脸部扫描信息进行比较,若相同,则服务器发送开锁命令至门锁内控制芯片,门锁进行开门操作,并将身份证内存储的脸部信息存至服务器;若不同,则服务器要求重新进行脸部扫面,若连续三次都没有通过,则发送报警信息至自有互联网设备应用软件和无人宾馆管理员,并发出警报(具体表征为发出声光报警);Step S5: After the door lock establishes secure communication with the server, the user scans the face through the camera on the door lock, and requires the recognized person to make random expressions and actions through the cooperative liveness detection method, and the door lock will scan The received face information is uploaded to the server, and the server performs face recognition on the uploaded face information. After the face recognition is successful, it is compared with the face scan information stored in the chip of the ID card obtained by swiping the ID card. If the same , the server sends an unlock command to the control chip in the door lock, the door lock performs the door opening operation, and saves the face information stored in the ID card to the server; if it is different, the server requires re-scanning of the face. If it fails, the alarm information will be sent to the application software of its own Internet equipment and the unmanned hotel administrator, and an alarm will be issued (specifically, it is characterized by sound and light alarm);

步骤S6:当自有互联网设备、门锁均与服务器建立安全通信后,用户通过互联网设备的应用软件 登陆,并通过互联网设备的摄像头对人脸进行扫描,通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,并将扫描到的人脸信息上传至服务器,服务器对上传的人脸信息进行脸部识别,脸部识别成功后,将其与服务器内已经存储的身份证脸部扫描信息进行比较,若相同,则服务器发送开锁命令至门锁内控制芯片,门锁进行开门操作;若不同,则服务器要求重新进行脸部扫面,若连续三次都没有通过,则发送报警信息至自有互联网设备应用软件和无人宾馆管理员,并发出警报(具体表征为发出声光报警);Step S6: After the self-owned Internet device and the door lock have established secure communication with the server, the user logs in through the application software of the Internet device, scans the face through the camera of the Internet device, and requests to be identified through the cooperative liveness detection method The person makes random expressions and actions, and uploads the scanned face information to the server. The server performs face recognition on the uploaded face information. After the face recognition is successful, it is combined with the ID card stored in the server Compare the face scanning information. If they are the same, the server will send an unlock command to the control chip in the door lock, and the door lock will open the door; if they are different, the server will request to re-scan the face. The alarm information is sent to the self-owned Internet equipment application software and the unmanned hotel administrator, and an alarm is issued (specifically represented as an audible and visual alarm);

步骤S7:当门锁与服务器建立安全通信后,用户通过门锁上的摄像头对人脸进行扫描,通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,门锁将扫描到的人脸信息上传至服务器,服务器对上传的人脸信息进行脸部识别,脸部识别成功后,将其与服务器内已经存储的身份证脸部扫描信息进行比较,若相同,则服务器发送开锁命令至门锁内控制芯片,门锁进行开门操作;若不同,则服务器要求重新进行脸部扫面,若连续三次都没有通过,则发送报警信息至自有互联网设备应用软件和无人宾馆管理员,并发出警报(具体表征为发出声光报警);Step S7: After the door lock establishes secure communication with the server, the user scans the face through the camera on the door lock, and requires the identified person to make random expressions and actions through the cooperative liveness detection method, and the door lock will scan The received face information is uploaded to the server, and the server performs face recognition on the uploaded face information. After the face recognition is successful, it is compared with the face scan information of the ID card stored in the server. If they are the same, the server sends The unlock command is sent to the control chip in the door lock, and the door lock performs the door opening operation; if it is different, the server requires a face scan again, and if it fails for three consecutive times, an alarm message is sent to the self-owned Internet device application software and the unmanned hotel Administrator, and send out an alarm (specifically characterized as an audible and visual alarm);

在本实施例中,所述门锁包括中央控制模块以及与其相连的通信模块、液晶显示屏、语音播报器、摄像头、声光报警器。In this embodiment, the door lock includes a central control module and a communication module connected thereto, a liquid crystal display, a voice announcer, a camera, and an audible and visual alarm.

在本实施例中,所述移动终端或门锁在上传人脸信息和身份证信息之前,均进行了安全加密,用以提高私密信息的安全程度。In this embodiment, before uploading the face information and the ID card information, the mobile terminal or the door lock is encrypted to improve the security of private information.

在本实施例中,所述脸部识别采用通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,保证只有真正的人脸才能被识别成功,而一般的平面照片和图像等都无效。In this embodiment, the face recognition adopts a cooperative living body detection method, which requires the person to be recognized to make randomly proposed expressions and actions to ensure that only real faces can be successfully recognized, while general plane photos and images etc. are invalid.

较佳的,当设备与服务器确立安全通信之后,扫一扫小程序(即相应的应用软件)需要通过连接服务器来进行登陆,进而可通过扫一扫小程序(即相应的应用软件)导入所需要添加的脸部信息至服务器,导入的脸部信息进行了安全加密,以提高私密信息的安全程度。Preferably, after the secure communication between the device and the server is established, the scan applet (that is, the corresponding application software) needs to log in by connecting to the server, and then the scan applet (that is, the corresponding application software) can be used to import all The facial information that needs to be added is sent to the server, and the imported facial information is safely encrypted to improve the security of private information.

当扫描人脸后,人脸图像信息进行加密后,再同服务器里使用相同加密技术的人脸信息进行配对。配对后,服务器将发送信息给门锁设备,配对成功即打开门锁,配送失败即给出失败提示。After scanning the face, the face image information is encrypted, and then matched with the face information in the server using the same encryption technology. After pairing, the server will send information to the door lock device. If the pairing is successful, the door lock will be unlocked. If the delivery fails, a failure prompt will be given.

特别的,在本实施例中,当人脸识别失败三次后,为了安全,门锁将发出声光报警,警报也将通过服务器推送给互联网设备和无人宾馆管理员。当发生警报,用户可选择从扫一扫小程序打开门锁上的摄像头查看。用户也可以在扫一扫小程序上取消警报。Particularly, in this embodiment, when the face recognition fails three times, for safety, the door lock will send out an audible and visual alarm, and the alarm will also be pushed to the Internet device and the unmanned hotel administrator through the server. When an alarm occurs, the user can choose to open the camera on the door lock to view it from the scan applet. Users can also cancel the alarm on the scan applet.

脸部识别通过配合式活体检测方法,要求被识别人做出随机提出的表情和动作,保证只有真正人的脸才能被识别出来,而一般的平面图片,就算是服务器里有脸部信息的人的照片也不能识别来开门,如果是其他生物的脸也将会是一样。Face recognition requires the person to be recognized to make randomly proposed expressions and actions through a cooperative liveness detection method to ensure that only the face of a real person can be recognized, and the general plane picture, even if it is a person with face information in the server The photo of the creature cannot be recognized to open the door, and the same will be true if it is the face of other creatures.

在本实施例中,门锁设备与服务器间的安全通讯协议,协议包长度小、易解析、安全、可扩展。In this embodiment, the secure communication protocol between the door lock device and the server has a small protocol packet length, is easy to parse, is safe, and is expandable.

在本实施例中,脸部识别有两个部分,一个是门锁摄像头扫描后的识别,一个是互联网设备自带摄像头扫描后的识别。门锁摄像头扫描只有门锁设备和服务器的通信,门锁传输所扫描的信息给服务器进行判断,然后服务器返回判断信息给门锁;互联网设备摄像头扫描包括扫一扫小程序、服务器、门锁设备三方面的通信,扫一扫小程序传输所扫描的信息给服务器,服务器进行匹配判断后,根据判断信息反馈给门锁和扫一扫小程序,门锁和扫一扫小程序各自做出反应。In this embodiment, face recognition has two parts, one is the recognition after the door lock camera scans, and the other is the recognition after the Internet device's own camera scans. The door lock camera scans only the communication between the door lock device and the server, the door lock transmits the scanned information to the server for judgment, and then the server returns the judgment information to the door lock; the Internet device camera scan includes the scan applet, server, and door lock device Three aspects of communication, the scan applet transmits the scanned information to the server, and after the server makes a matching judgment, it feeds back to the door lock and the scan applet according to the judgment information, and the door lock and the scan applet respond respectively .

对于本领域技术人员而言,显然本发明不限于上述示范性实施例的细节,而且在不背离本发明的精神或基本特征的情况下,能够以其他的具体形式实现本发明。因此,无论从哪一点来看,均应将实施例看作是示范性的,而且是非限制性的,本发明的范围由所附权利要求而不是上述说明限定,因此旨在将落在权利要求的等同要件的含义和范围内的所有变化囊括在本发明内。不应将权利要求中的任何附图标记视为限制所涉及的权利要求。It will be apparent to those skilled in the art that the invention is not limited to the details of the above-described exemplary embodiments, but that the invention can be embodied in other specific forms without departing from the spirit or essential characteristics of the invention. Accordingly, the embodiments should be regarded in all points of view as exemplary and not restrictive, the scope of the invention being defined by the appended claims rather than the foregoing description, and it is therefore intended that the scope of the invention be defined by the appended claims rather than by the foregoing description. All changes within the meaning and range of equivalents of the elements are embraced in the present invention. Any reference sign in a claim should not be construed as limiting the claim concerned.

此外,应当理解,虽然本说明书按照实施方式加以描述,但并非每个实施方式仅包含一个独立的技术方案,说明书的这种叙述方式仅仅是为清楚起见,本领域技术人员应当将说明书作为一个整体,各实施例中的技术方案也可以经适当组合,形成本领域技术人员可以理解的其他实施方式。In addition, it should be understood that although this specification is described according to implementation modes, not each implementation mode only includes an independent technical solution, and this description in the specification is only for clarity, and those skilled in the art should take the specification as a whole , the technical solutions in the various embodiments can also be properly combined to form other implementations that can be understood by those skilled in the art.

Claims (9)

1. the recognition of face intelligent lock system based on internet device, it is characterised in that:Including mechanical mode locking mounted on a door Block, mechanical lock module are connect by motor with control circuit and power module, by control circuit control motor to control machinery The unlocking of lock and locking, are provided with WiFi module in the control circuit, and control circuit is by WiFi module from internet device Receive control signal;The application program with face identification functions is provided in internet device, with face identification functions Application program is wirelessly communicated with cloud server, and face recognition module, internet device and WiFi are provided on cloud server Module is connected by WiFi.
2. the recognition of face intelligent lock system according to claim 1 based on internet device, it is characterised in that:Described Mechanical lock module is controlled by motor and is opened and closed, and motor is controlled by control module, and mechanical lock module can automatic door opening and shutdown.
3. the recognition of face intelligent lock system according to claim 1 based on internet device, it is characterised in that:The electricity Source module exports 12 volts and 5V DC power supplies using 12 volts of battery as input.
4. the recognition of face intelligent lock system according to claim 1 based on internet device, it is characterised in that:It is described WiFi module is connected to internet device;Internet device needs offer password to give this module when First Contact Connections, later WiFi Module maintains to keep the connection status with internet device;In addition, WiFi module receives the door interlock switch from internet device Signal, and by controlling motor come switch door lock.
5. the recognition of face intelligent lock system according to claim 1 based on internet device, it is characterised in that:The tool Have that the application program of face identification functions detects face and sender's face image is identified to server;No. WiFi is sent to arrive WiFi module;Message is received from server;In addition, the loud speaker of control internet device is to provide audio message;Door lock is provided Switch daily record.
6. the recognition of face intelligent lock system according to claim 1 based on internet device, it is characterised in that:The cloud End server sends messages to internet device, and message is received from internet device;And new user is registered to door-locking system, it conducts oneself Face is identified to verify the identity of user;The switch log recording for preserving each door lock sends these daily records to accordingly if necessary There is the internet device of user sweeping for face identification functions to sweep small routine.
7. the recognition of face intelligent lock system according to claim 6 based on internet device, it is characterised in that:It is described to sweep It includes registration and face recognition module to sweep small routine, is to be based on neural network and machine learning;Receive registered face image and Name;Cognitive phase it by facial image to be identified identification output band identify people title;Average identification every time needs About 200 milliseconds;Face recognition module is known into new training with further improvement by the facial image being collected into identification process Other performance.
8. the recognition of face intelligent lock system according to claim 1 based on internet device, it is characterised in that:It is described mutual Networked devices carry camera and loud speaker, and image, analysis image are captured to detect user with the internet device with camera Face, once user facial image it is identified be proved to be successful after, signal is received by WiFi chip on smart lock, and control Motor automatic opening door lock processed;Facial image is examined by the application program with face identification functions in internet device It surveys;The identification of face is carried out in server;The response after detecting successfully is sent to internet device by radio communication;With Afterwards, internet device sends signal to the WiFi module on door lock, and door lock is realized using control circuit control machinery lock and opened Or closing function.
9. the verification method of the recognition of face intelligent lock system based on internet device, it is characterised in that:Its verification step is such as Under:
Step S1:Custom security communication protocol is established with server, when door lock is connected to server, server can send one The mark of a communication establishes secure communication to door lock, with this;
Step S2:User is achieved by application software upload face scan information to the server of internet device;
Step S3:When user opens the door for the first time, it is desirable that swipe identity document reads information, if using internet device is had by oneself, Enter step S4;If carrying picture pick-up device using door lock, S5 is entered step;When user is opened the door for the first time and using own mutual S6 is entered step when networked devices;If user is not to open the door for the first time and carry picture pick-up device using door lock, S7 is entered step;
Step S4:After own internet device, door lock establish secure communication with server, user passes through internet device Application software logs in, and is scanned to face by the camera of internet device, by formula biopsy method, It is required that identified person makes the expression proposed at random and action, and the face information scanned is uploaded to server, server Face recognition is carried out to the face information of upload, after face recognition success, chip in it is obtained with brush identity card identity card The face scan information of storage is compared, if identical, server sends order of unlocking to door lock internal control coremaking piece, door lock into Row opening door operation, and the facial information stored in identity card is deposited to server;If it is different, then server requirement re-starts face Portion's surface sweeping, if continuous three times all not over sending warning message to own internet device application software and unmanned hotel Administrator, and send out alarm;
Step S5:After door lock and server establish secure communication, user is scanned face by the camera on door lock, Pass through formula biopsy method, it is desirable that identified person makes the expression proposed at random and action, the people that door lock will scan Face information is uploaded to server, and server carries out face recognition to the face information of upload, after face recognition success, by itself and brush The face scan information that chip stores in the identity card that identity card obtains is compared, if identical, server sends life of unlocking It enables to door lock internal control coremaking piece, door lock carries out opening door operation, and the facial information stored in identity card is deposited to server;If no Together, then server requirement re-starts face's surface sweeping, if continuous three times all not over sending warning message to own interconnection Net equipment application software and unmanned guesthouse management person, and send out alarm;
Step S6:After own internet device, door lock establish secure communication with server, user passes through internet device Application software logs in, and is scanned to face by the camera of internet device, by formula biopsy method, It is required that identified person makes the expression proposed at random and action, and the face information scanned is uploaded to server, server Face recognition is carried out to the face information of upload, after face recognition success, by itself and identity card face stored in server Portion's scanning information is compared, if identical, server sends order of unlocking to door lock internal control coremaking piece, and door lock carries out enabling behaviour Make;If it is different, then server requirement re-starts face's surface sweeping, if continuous three times all not over sending warning message extremely Own internet device application software and unmanned guesthouse management person, and send out alarm;
Step S7:After door lock and server establish secure communication, user is scanned face by the camera on door lock, Pass through formula biopsy method, it is desirable that identified person makes the expression proposed at random and action, the people that door lock will scan Face information is uploaded to server, and server carries out face recognition to the face information of upload, after face recognition success, by itself and clothes Stored identity card face scan information is compared in business device, if identical, server sends to unlock and order to door lock Internal control coremaking piece, door lock carry out opening door operation;If it is different, then server requirement re-starts face's surface sweeping, if continuously three times all Not over then sending warning message to own internet device application software and unmanned guesthouse management person, and send out alarm.
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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110084213A (en) * 2019-04-30 2019-08-02 深圳市商汤科技有限公司 Face image processing process and device
CN110084213B (en) * 2019-04-30 2023-11-07 深圳市商汤科技有限公司 Face image processing method and device
CN110855776A (en) * 2019-11-11 2020-02-28 辽宁工程技术大学 Electric cabinet monitoring and control system and method based on Internet of things
CN110992553A (en) * 2019-12-05 2020-04-10 电子科技大学中山学院 Access control system with face recognition function and use method
CN111192397A (en) * 2019-12-30 2020-05-22 安徽三拓智能科技有限公司 Non-inductive identification passing device and identification method based on big data
CN114255536A (en) * 2020-09-21 2022-03-29 浙江威欧希科技股份有限公司 A face recognition smart lock identity feature registration and opening method
CN115278169A (en) * 2022-07-11 2022-11-01 深圳市财门智能科技有限公司 Image control system and method for electric door

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Application publication date: 20181106