Face recognition access control system of unmanned supermarket and control method thereof
A face recognition, access control system technology, applied in character and pattern recognition, instruments, computer parts, etc., can solve the problem of long online verification time, users unable to complete identity verification through mobile networks, and inconvenience in actual use of unmanned supermarkets, etc. problems, to reduce the cost of use, facilitate information statistics and quality upgrades, and improve the speed
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Embodiment 1
[0027] A face recognition access control system for an unmanned supermarket, including a face recognition module and an access control terminal,
[0028] The face recognition module is used to obtain face image data in the recognition area, identify the acquired face image data, obtain face recognition data, and combine the face recognition data with the registered face information data in the database Make comparison, obtain comparison result information, generate access control signal according to comparison result, and send described access control signal to described access control terminal, described database includes online database and local database, and described access control signal includes permission to open the door signal and Do not open the door signal;
[0029] The access control terminal is used to control the opening or closing of the door lock according to the acquired access control signal.
[0030] In this embodiment, the face recognition module includes...
Embodiment 2
[0034] On the basis of Embodiment 1, the face recognition module is also used to detect the living body of the user in the recognition area, obtain the detection result, and send the detection result to the access control terminal, and the access control terminal according to the The detection result generates prompt information and prompts the user to identify the area.
[0035] In this embodiment, in order to improve the security and reliability of the face recognition module, it is necessary to determine whether the detected object is a living individual, rather than an inanimate object such as a photo or video, so as to prevent malicious attackers from using the recorded Videos, photographs, 3D face models or fake masks are used for malicious deception. The use of dual-channel wide dynamic infrared cameras and color cameras can complete liveness detection and face recognition at the same time, increasing detection efficiency.
Embodiment 3
[0037] On the basis of Embodiment 2, a terminal management module is also included, the terminal management module is used to send request registration information to the access control terminal, and the access control terminal prompts and guides users in the identification area to register according to the request registration information .
[0038]In this embodiment, the access control terminal includes a touch screen that can interact with the user. After the system prompts the non-registered user, the user can scan the QR code displayed on the touch screen with a mobile terminal such as a mobile phone connected to the Internet to access the The background registration interface completes the registration. The access control terminal also provides the feature extraction function of the face, and can bind the feature with personnel information and equipment.
[0039] The terminal management module is also equipped with service functions such as personnel distribution and de...
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