基于计算机视觉技术的智能化课堂管理系统研究  

Research on intelligent classroom management system based on computer vision technology

作　　者：李玉荣 LI Yurong(Department of Mathematics and Computer Science,Shanxi Normal University Linfen College,Linfen 041000,China)

机构地区：[1]山西师范大学临汾学院数计系,山西临汾041000

出　　处：《通信与信息技术》2024年第2期130-136,共7页Communication & Information Technology

摘　　要：研究开发了一种基于计算机视觉技术的智能化课堂管理系统,旨在提高教学效率和学生学习效果。系统实现了对学生行为的自动化监测、学生学习状况的分析以及实时反馈,从而辅助教师进行有效的课堂管理。实验采集了部分学生的行为、视频和学习数据,并进行了分析,实验结果显示该系统具有良好性能。伴随计算机视觉技术和教育信息化的发展,该系统将在教育领域发挥更大作用。未来研究可在改进模型和特征提取方法、提升系统智能化程度、优化用户体验以及加强数据保护等方面寻求突破。This study developed an intelligent classroom management system based on computer vision technology,aiming to im⁃prove teaching efficiency and student learning outcomes.The system achieves automated monitoring of student behavior,analysis of stu⁃dent learning status,and real-time feedback,thus assisting teachers in effective classroom management.The experiment collected and analyzed behavior,video,and learning data of some students,and the results showed that the system has good performance.With the development of computer vision technology and education informatization,this system will play a greater role in the education field.Fu⁃ture research can seek breakthroughs in improving models and feature extraction methods,enhancing the degree of system intelligence,optimizing user experience,and strengthening data protection.

关 键 词：智能化课堂管理系统 计算机视觉 学生行为监测 学生学习分析 实时反馈 

分 类 号：TP391.41[自动化与计算机技术—计算机应用技术]