Design of Teaching Attendance System Based on Image Processing
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.
Authors
- Ce Bian (ORCID: https://orcid.org/0000-0003-1665-0035)
- Shengyu Wang (ORCID: https://orcid.org/0000-0002-9774-8319)
Institutions
- Tianjin University of Science and Technology (CN)
- Tianjin Tianhe Hospital (CN)
- Tianjin Medical University (CN)
Publication Details
- Journal
- Proceedings of International Conference on Artificial Life and Robotics
- Published
- 2025-02-13
- DOI
- https://doi.org/10.5954/icarob.2025.os10-4
- Primary Topic
- Educational Technology and Pedagogy
- Type
- article
- Field-Weighted Citation Impact
- 0.00