Design and Implementation of RFID Access Control System Based on Multiple Biometric Features

An Access Control System using RFID and Face Verification with QR Code-based Enrollment

“…Leyu et al [15] presented the design and implementation of an access control system that combines RFID with double biometric technologies, (i.e., face and fingerprint authentications).…”

“…Nowadays, fingerprint and face are the most widely used biometric technologies in access control systems [15], [16].…”

“…On the contrary, using face recognition in access control systems, human faces can be detected and captured by a video camera immediately without touching it. Moreover, with the recent advancements in fingerprint and face recognition algorithms, the accuracies are achievable beyond 95 percentages for user identification [15], [17]. Such recognition accuracies were done under controlled quality images and certain environment conditions.…”

“…The completely correct user identification in access control systems using biometrics technology under a large number of users is needed and remains problematic. In this paper, our proposed system architecture therefore relies on user verification [1], [15], not identification, so that highly accurate matching results are achievable independently of a large number of users.…”

“…More recently, there has been advancement in small single-board computers, i.e., high computational power such as Raspberry Pi, Banana Pi, and NVIDIA Jetson Nano [15], [18][19]. The hardware specifications of the recent single-board computers are powerful enough to make processing times acceptable for real-time face verification [15], [19].…”