基于计算机视觉的智能课堂考勤管理系统人脸识别

Shaif Jawed
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引用次数: 0

摘要

课堂出勤是教师最具挑战性的任务之一,因为它既耗时又繁重。确保学生按时上学对学生和学校都起着重要的作用。现在教师有义务通过点名或签名考勤表来考勤,这最终浪费了教学过程中的一小部分时间,更不用说总是有代理的可能性。本系统提出了一种基于计算机视觉的自动考勤系统,通过视频人脸识别来进行考勤,减少了课间时间的浪费,并对学生的记录进行了自动有效的管理。关键词:人脸识别,考勤,智能课堂,OpenCV,机器学习,
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Face Recognition for Smart Classroom Attendance Management System using Computer Vision
Classroom attendance is one of the most challenging task for a teacher since its time consuming and burdensome. It plays an important role for the students as well as the institution to ensure that the students are attending school/college regularly. Nowadays teachers are obligated to take attendance via roll call or by signing the attendance sheet which ends up wasting a tiny fraction of time during the teaching process, not to mention there are always possibilities of proxy. The proposed system presents an automatic classroom attendance system which is used to mark attendance through video face recognition using computer vision to reduce wastage of time between teachings and manage the records of students automatically and effectively. Keywords— Face recognition, class attendance, smart classroom, OpenCV, machine learning,
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