Face Recognition Attendance System Based on Real-Time Video Processing

IEEE Access

Xiaofeng Han¹  Hao Yang² 

[1] College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, China;College of Media Engineering, Communication University of Zhejiang, Hangzhou, China;

关键词: Video processing;    face recognition technology;    face recognition attendance;    attendance system;    video recognition;   

DOI  :  10.1109/ACCESS.2020.3007205

来源: DOAJ

【 摘 要 】

With the advent of the era of big data in the world and the commercial value of face recognition technology, the prospects for face recognition technology are very bright and have great market demand. This article aims to design a face recognition attendance system based on real-time video processing. This article mainly sets four directions to consider the problems: the accuracy rate of the face recognition system in the actual check-in, the stability of the face recognition attendance system with real-time video processing, the truancy rate of the face recognition attendance system with real-time video processing and the interface settings of the face recognition attendance system using real-time video processing. By analyzing the situation of these problems, the concept of attendance system based on face recognition technology is proposed, and the research on face recognition attendance system based on real-time video processing is carried out. Experimental data shows that the accuracy rate of the video face recognition system is up to 82%. Compared with the traditional check-in method, the face recognition attendance system can be reduced by about 60%. The rate of skipping classes has greatly reduced the phenomenon of students leaving early and skipping classes. The face recognition time and attendance system with real-time video processing through the above experimental certification can quickly complete the tasks of students in the time and attendance check-in system, get rid of the complex naming phenomenon, greatly improve the efficiency of class, and play an important role in guiding the development of the time and attendance system.

【 授权许可】

Unknown