在树莓派上设计和开发一个人脸识别模块,用于访问学校中心

Rodolfo Omar Domínguez García, Miriam González Dueñas, Omar Zatarain Duran, Yehoshua Aguilar Molina
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引用次数: 0

摘要

人脸识别(RF)是一种取代其他生物识别技术的技术,如指纹、虹膜识别等,因为RF侵入性小,易于处理,此外,与物联网技术相结合,它可以应用于学生的监控。本文讨论了一个射频系统的设计和实现,用于记录美国哈利斯科州CETIS63学生的出入境。该系统是在树莓派4和Pi相机上实现的,系统是在OpenCV和python上开发的。该系统利用Haar级联和LDA方法对系统注册的人脸进行识别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and development of a face recognition module on a Raspberry Pi for access to school centers
Face recognition (RF) is a technology that is replacing other biometric technologies, such as fingerprint, iris recognition, among others, since RF is less invasive, easy to process, in addition, combined with IoT technologies, it can be applied in monitoring of students. This article deals with the design and implementation of an RF system to record the entry and exit of students from CETIS63 in Ameca, Jalisco. The system is implemented on a raspberry Pi 4 and its Pi camera, the system is developed on OpenCV and python. The system exploits the methods of Haar Cascade and LDA obtaining results in the recognition of the registered faces at the system.
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