Development of a secured room access system based on face recognition using Raspberry Pi and Android based smartphone

Author:

Najmurrokhman Asep,Kusnandar Kusnandar,Krama Arief Budiman,Djamal Esmeralda Contessa,Rahim Robbi

Abstract

Security issues are an important part of everyday life. A vital link in security chain is the identification of users who will enter the room. This paper describes the prototype of a secured room access control system based on face recognition. The system comprises a webcam to detect faces and a solenoid door lock for accessing the room. Every user detected by the webcam will be checked for compatibility with the database in the system. If the user has access rights then the solenoid door lock will open and the user can enter the room. Otherwise, the data will be sent to the master user via Android-based smartphone that installed certain applications. If the user is recognized by the master user, then the solenoid door lock will be opened through the signal sent from the smartphone. However, if the user is not recognized, then the buzzer will alert. The main control circuit on this system is Raspberry pi. The software used is OpenCV Library which is useful to display and process the image produced by webcam. In this paper, we employ Haar Cascade Classifier in an image processing of user face to render the face detection with high accuracy.

Publisher

EDP Sciences

Subject

General Medicine

Reference22 articles.

1. Inside front cover

2. Patel B. A., R-EYE: An Image Processing-Based Embedded System for Face Detection and Tracking, (Electrical Engineering, California State University, Long Beach, Master Thesis 2016)

3. Li S. Z., Jain A. K., Handbook of Face Recognition 2nd, (Springer Verlag, 2011)

4. Conformal Beam-Steering Antenna Controlled by a Raspberry Pi for Sustained High-Throughput Applications

5. NPi-Cluster: A Low Power Energy-Proportional Computing Cluster Architecture

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Design and Implementation of Smart Room Prototype Using Google Assistant, Internet of Things Platform, and Cloud Messaging Services;2023 3rd International Conference on Electronic and Electrical Engineering and Intelligent System (ICE3IS);2023-08-09

2. Development of Automatic Trash Bin for Sorting Metal and Non-Metallic Wastes Using Proximity Sensors and Notifications via Telegram;2023 9th International Conference on Wireless and Telematics (ICWT);2023-07-06

3. Internet of Things with Deep Learning-Based Face Recognition Approach for Authentication in Control Medical Systems;Computational and Mathematical Methods in Medicine;2022-02-12

4. Design and Implementation of A Low-Cost Air Quality Measurement Instrumentation Using Intemet-of-Things Platform and Cloud-based Messaging Service;2021 1st International Conference on Electronic and Electrical Engineering and Intelligent System (ICE3IS);2021-10-15

5. Image and Video Capturing for Proper Hand Sanitation Surveillance in Hospitals Using Euphony—A Raspberry Pi and Arduino-Based Device;International Conference on Intelligent Computing and Smart Communication 2019;2019-12-20

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3