基于Android系统的人脸识别门禁系统的设计

Design of Face Recognition Access Control System Based on Android System

随着Android系统和人脸识别技术应用的迅猛发展,智能门禁系统越来越广泛的应用于智能大厦、智能小区、办公室和宾馆等场所,它正在成为安全防护系统中重要的组成部分;论文采用人脸识别技术与手机端身份识别技术,设计了一种基于Android的人脸识别门禁系统,实现了用户在Android手机端进行人脸识别身份验证获取服务器发来的二维码作为开门"软钥匙",用获取到的二维码去智能门禁终端进行扫码开门的功能;在人脸识别方面,采用了Adaboost人脸检测算法和PCA人脸识别算法,并结合OpenCV实现了门禁系统的人脸识别;测试结果表明:本系统具有良好的易用性、安全性,并且获得较高的人脸识别率和识别速度,从而弥补传统门禁的缺陷与不足。

With the rapid development of the application of Android system and face recognition technology,intelligent access system is becoming more and more widely used in intelligent building,intelligent community,office and hotel and other places.It is becoming an important part of the security protection system.In this paper,a face recognition system based on Android is designed,which is based on face recognition technology and mobile phone terminal identification technology.The function of opening the door.In face recognition,Adaboost face detection algorithm and PCA face recognition algorithm are adopted,and OpenCV is used to realize face recognition in access control system.The test results show that the system has good usability and security,and has high face recognition rate and recognition speed,thus making up for the defects and shortcomings of the traditional entrance guard.