树莓派上使用人脸识别的智能安全系统

Fahim Faisal, S. A. Hossain
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引用次数: 9

摘要

隐私和安全是两项最重要的普遍权利。为了通过技术确保我们日常生活中的安全,人们正在进行大量的研究。其中,面部识别是一项流行且成熟的技术。在这项技术中,人脸从图像中被检测和识别出来,在物联网(IoT)的帮助下,它变得更加有用和精确。利用人脸识别和物联网,我们的目标是创造一扇智能门,它可以根据我们的身份来保护门户。在我们对这种智能安全系统概念的证明中,我们使用了Viola-Jones方法来检测人脸,使用了Eigenfaces方法来识别人。树莓派被用作微处理器,以确保系统的低成本和小尺寸。在接收到处理器的命令后,门将自动为已知的人打开。另一方面,未知的照片将被上传到网络服务器上,同时向该地方的所有者发送一封包含该图像链接的电子邮件。从系统的网站上,主人可以允许/阻止进入,也可以从世界上任何地方触发警报。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Smart Security System Using Face Recognition on Raspberry Pi
Privacy and Security are two of the most important universal rights. To ensure security in our daily life through technology, a lot of research is going on. Among them facial recognition is a popular and well-established technology. In this technology, faces are detected and identified out of images and with the help of Internet of Things (IoT), it becomes even more useful and precise. Using face recognition and IoT, we aim to create a smart door, which secures the gateway on the basis of who we are. In our proof of the concept of such a smart security system, we have used Viola-Jones method to detect faces and Eigenfaces method to recognize people. A Raspberry Pi has been used as the microprocessor for ensuring low-cost and small size of the system. The door will open automatically for the known person upon receiving command from the processor. On the other hand, photo of the unknown will be uploaded to a webserver while an email is sent to the owner of the place containing a link to the image. From the website of the system, the owner can then allow/block entry and also trigger an alarm from anywhere in the world.
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