Design and Implementation of a Hand Gesture Based Digital Lock Demonstrator

L. Yaseen, O. Mousa, R. Alawani, S. Qaisar
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Abstract

The security is a vital apprehension. An omnipresent part of all security systems is a key protected admittance control. It allows only the authorized people to enter into a restricted zone. This paper focuses on designing and implementing hand gesture recognition based digital lock system. The objective is to design a functional lock system using Human-Computer Interaction (HCI) with display for theeducation purpose. Keeping in mind the demonstration purpose, the system modules are kept easily accessible. The solution is based on a web camera, which is used as the main component to captures a live-stream video with the help of a specifically designed algorithm in the MATLAB. The system is able to identify the hand-gesture. This algorithm is designed to enhance a specific frame from the video to get better results. Later, this frame is converted into a binary image so it can be easily subtracted from a background image that has been provided in the database. A system prototype is implemented and its functionality is tested. The results are presented.
基于手势的数字锁演示器的设计与实现
安全是一个重要问题。所有安全系统中无所不在的一部分是受保护的关键入口控制。它只允许被授权的人进入禁区。本文重点研究了基于手势识别的数字锁系统的设计与实现。目的是设计一个功能锁系统使用人机交互(HCI)显示教育的目的。记住演示的目的,系统模块保持易于访问。该解决方案基于网络摄像头作为主要组件,借助MATLAB中专门设计的算法捕获实时视频。该系统能够识别手势。该算法旨在增强视频中的特定帧以获得更好的效果。随后,将该帧转换为二值图像,以便可以轻松地从数据库中提供的背景图像中减去它。实现了系统原型并对其功能进行了测试。并给出了实验结果。
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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