基于智能安全原型的物联网(IoT),具有面部和指纹识别

Ramadhan Rizki Setyadi, Istikmal, A. Irawan
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引用次数: 2

摘要

保险箱目前被认为是安全的,但并不真正安全。这是因为安全存储有一种使用pin码的安全方法,可以被其他人看到。因此,需要一个更安全的保险箱安全系统。本文设计了一个保险箱原型,并使用双向验证系统和集成物联网(IoT)系统增加了安全系统。本系统采用了人脸识别系统和指纹识别系统。人脸识别系统开发了一个LBP(局部二进制模式)澄清和嵌入式Haar级联程序在树莓派。为了实时监控,这个保险箱被设计成通过android应用程序的通知提供违规警报。双向验证智能保险箱具有良好的人脸识别系统,特别是在明亮的条件下,也是识别平面位置指纹的最佳方式。在LOS条件下,最佳距离为4米,延迟值为0.373 s,吞吐量为3680.533 bps。在非los条件下,最佳距离为2米,延迟值为0.380秒,吞吐量为4055.73字节/秒。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Smart Safe Prototype Based Internet of Things (IoT) with Face and Fingerprint Recognition
The safe box is currently considered safe but is not truly safe. That is because safe storage has a security method using PINs that can be seen by others. Therefore, a more secure safe box security system is needed. This paper purpose a safe box prototype with an added security system using a two-way verification system and an integrated Internet of Things (IoT) system. The face recognition system and fingerprint system used in this system. The face recognition system developed an LBP (Local Binary Pattern) clarification and embedded Haar cascade program in raspberry Pi. For real-time monitoring, the safe box has been designed to provide violation alerts via notifications on android apps. Two-way verification smart safe box has a good face recognition system especially when the conditions are bright and also the best way to identify fingerprints on a flat position. In LOS conditions, the best distance is at 4 meters with a delay value of 0.373 s and throughput of 3680.533 bps. In non-LOS condition, the best distance is 2 meters with a delay value of 0.380 seconds and throughput of 4055.73 bytes/s.
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