基于人脸识别的智能考勤系统原型模型

R. Malik, Praveen Kumar, Amit Verma, S. Rawat
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引用次数: 5

摘要

在这项工作中,我们建议设计和开发一种基于摄像头的考勤系统,该系统可以扫描多个学生的面部,并可能成为迄今为止正在使用的所有生物识别设备的继任者。人脸是一个动态的东西,具有高度的可变性,因此我们需要快速和准确地检测学生的面部结构。该系统的处理将包括通过拍摄学生的照片来注册学生,然后使用这些照片来标记出勤率。在这种系统中,为了获得较高的精度,需要进行连续估计。本文首先介绍了我们的制度,最后将提供证据来支持我们的制度。该系统还可以用于在线考试,对参加考试的学生进行身份认证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Prototype model for an intelligent attendance system based on facial identification
In this work, we are proposing the designing and development of a camera based attendance system that could scan the faces of multiple students and could be a successor to all the biometric devices that are being used till date. Human face is a dynamic thing and has high degree of variability so we need speed and accuracy to detect face structures of the students. The processing of the system would include registering students by capturing their pictures and then using those for marking attendance. Continuous estimation is needed to get high accuracy in such a system. This paper initially introduces our system and finally evidence will be provided to support our system. This system can be also used in online examination for authentication of the identity of the student giving the examination.
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