基于物联网和人脸识别的远程访问系统

Amey Bairolu, Sanjukta Sheth, Binay Hazra, Arpit Rawankar
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引用次数: 0

摘要

-市场上和论文中有许多安全系统,这些系统很严格,在需要的时候会使事情变得更糟,因为有许多情况需要定制认证。这些系统要么要求访客提供真实性的详细信息,例如身份证、密码等,要么要求有人明确地在入口附近手动检查详细信息。甚至有一些现有的安全系统,对于业主来说,即使访客是常客,也要一次又一次地寻求许可,这变得很麻烦。因此,本文的重点是提供一个智能的解决方案,在不影响安全性的情况下,通过采用一个系统,不仅允许授权的访客进入,而且允许一些预期的访客通过大门,并限制其他人,即使没有人实际出现在入口附近或相关区域附近的任何地方,以手动检查访客。因此,这个系统只会在访问者是未知的情况下征求所有者的许可。因此,这种远程访问系统使用人脸识别,这是一种基于生物识别人工智能的技术,以及物联网(IoT),当它成功识别已知的访客时,可以访问他们,或者通过向主人发送带有访客照片的电子邮件来访问预期的访客,让主人决定是否允许访问访客,即使主人不在入口附近。在人脸识别中,定向梯度直方图的计算时间较短,处理能力较低,因此被广泛采用。为了允许所有者远程发送控制命令到树莓派,Flask被用来托管一个专为声明目的而设计的网页,以及允许远程端口转发的服务器。该系统还使用物联网API (ThingSpeak)上传授权访客的姓名和到达时间。
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IoT and Face Recognition based Remote Access System
— There are many security systems available in the market and in thesis, which are stringent and can make things worse in the hour of need as there are many situations which demand customized authentication. These systems either require the visitors to provide details of authenticity, for instance, ID cards, passwords, etc. or require someone to explicitly be near the entrance to manually check the details. There are even some existing security systems which become cumbersome for the owners by seeking permission time and again even when the visitor is a frequent one. This paper, therefore is focused on providing a smart solution, without compromising security, by employing a system which will not only grant access to authorized visitors, but will also allow some expected visitors to walk through the doors and restrict the rest even when there is no one physically present near the entrance or anywhere near the concerned area to manually check on the visitors. This system will therefore solicit permission from the owner only when the visitor is unknown. This remote access system therefore uses face recognition, which is a biometric artificial intelligence based technology, and Internet of Things (IoT) to give access to the known visitors when it recognizes them successfully or to give access to the expected visitors by sending an e-mail to the owner with a picture of the visitor, to let the owner decide whether or not to give access to the visitor even when the owner isn’t anywhere near the entrance. For face recognition, histogram of oriented gradient has been used as it requires lower computational time and lower processing power. To allow the owner to remotely send controlling commands to the raspberry pi, Flask has been used to host a webpage designed solely for the stated purpose, along with serveo that allows remote port forwarding. The system also uses an IoT API (ThingSpeak) to upload the name of the authorized visitors and their time of arrival.
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