College Student Attendance System Based on Face Recognition

2018 2nd annual International Conference on Cloud Technology and Communication Engineering

计算机科学;无线电电子学

Liang, Qingdong^1 ; Fang, Wenting^2,3

School of Education, Jiangsu University of Technology, Changzhou

213001, China^1

School of Design and Innovation, Changzhou Vocational Institute of Mechatronic Technology, Changzhou

213001, China^2

Graduate School of Creative Industry Design, National Taiwan University of Arts, Ban Qiao, New Taipei City

22058, Taiwan^3

关键词: Attendance systems;    College students;    Real applications;    Video image;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/466/1/012107/pdf
DOI  :  10.1088/1757-899X/466/1/012107

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

In order to improve the efficiency of management and enhance the atmosphere of learning, in this paper, we develop a set of attendance system based on face recognition using the deep semi-NMF algorithm. Specifically, the system can automatically detect and recognize faces from the video images, and then gets its detailed information on attendance from the database. Moreover, the system not only performs simply, but also can be of great benefit to the whole educational field. The experimental results on real applications show that the system is effective and efficient.