Control and Security System for Classroom Access Based on Facial Recognition

C. Monteiro, Eduardo S. Ogasawara, L. Gonçalves, J. Quadros
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Abstract

This work presents a facial recognition system based on spectral analysis. With this system, it is possible to provide greater security of access to a classroom, avoiding irregularities, such as falsified signatures on the presence sheet, or use of adulterated identities. It applies an image recognition process in which it seeks to extract relevant information from an image, then encode and compare it with other facial data stored in an image database. This information of the images represents a set of characteristics that present the variations between the images of the faces collected by the system and those contained in the image database. The Facial Recognition System is composed of two processing modules: training and recognition. It was applied in a high school classroom to evaluate the usefulness and accuracy of these algorithms for people recognition.
基于人脸识别的教室门禁控制与安全系统
本文提出了一种基于光谱分析的人脸识别系统。有了这个系统,就有可能为进入教室提供更大的安全性,避免违规行为,比如在考勤表上伪造签名,或者使用伪造的身份。它采用图像识别过程,从图像中提取相关信息,然后对其进行编码,并将其与存储在图像数据库中的其他面部数据进行比较。这些图像信息代表了一组特征,这些特征表示系统收集的人脸图像与图像数据库中包含的人脸图像之间的差异。人脸识别系统由训练和识别两个处理模块组成。并将其应用于一个高中课堂,以评估这些算法对人物识别的有用性和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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