OS10-4 Design of Teaching Attendance System Based on Image Processing

Title:	OS10-4 Design of Teaching Attendance System Based on Image Processing
Publication:	ICAROB2025
Volume:	30
Pages:	296-301
ISSN:	2188-7829
DOI:	10.5954/ICAROB.2025.OS10-4
Author(s):	Shengyu Wang, Ce Bian
Publication Date:	February 13, 2025
Keywords:	image recognition, face recognition, MATLAB, PCA algorithm
Abstract:	Traditional classrooms often require teachers to roll call one by one in class, which not only affects the length of the class but also affects the quality of the class, and there is no timely data feedback, resulting in the lag of the work of many college students. This topic mainly uses computer simulation software for algorithm research, which is mainly divided into four parts, the first is the initial establishment of the face library, the second is the use of PCA algorithm for face image dimensionality reduction in face recognition, the Euclidean distance is used again for face closest matching, and finally the function is realized by GUI interface.
PDF File:	https://alife-robotics.co.jp/members2025/icarob/data/html/data/OS/OS10/OS10-4.pdf
Copyright:	© The authors. This article is distributed under the terms of the Creative Commons Attribution License 4.0, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. See for details: https://creativecommons.org/licenses/by-nc/4.0/