Online and Offline Integration of Smart Educational Monitoring System based on Face Recognition Smart Sign-in Devices
- Resource Type
- Conference
- Authors
- Zhu, Danxia; Shen, Xiaozhong
- Source
- 2022 International Conference on Inventive Computation Technologies (ICICT) Inventive Computation Technologies (ICICT), 2022 International Conference on. :1090-1094 Jul, 2022
- Subject
- Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Training
Performance evaluation
Dimensionality reduction
Image analysis
Face recognition
Feature extraction
Hardware
Smart sign-in devices
face recognition
monitoring system
online and offline
smart training
- Language
- ISSN
- 2767-7788
Online and offline integration of smart educational monitoring system based on face recognition smart sign-in devices is studied in the paper. The face image analysis algorithm proposed by us is a data simplification analysis method that commonly used for feature extraction and dimensionality reduction. It can not only concentrate the useful information in multi band images into the new principal component images as few as possible, but also make these principal component images uncorrelated, thus greatly reducing the total amount of data. The application of artificial intelligence technology in the smart classroom check-in system will improve the efficiency of attendance check-in and facilitate teachers' management of the class. Hence, the combination of these 2 technologies have been studied. Through the testing, the performance is validated.