基于智能小区安防系统的人脸识别  

Face Recognition Based on Security System in Intelligent Community

作　　者：陈彪[1] 吴成东[2] 郑君刚[1] 吕晶[1] 

机构地区：[1]沈阳建筑大学理学院,辽宁沈阳110168 [2]沈阳建筑大学信息科学与控制学院,辽宁沈阳110168

出　　处：《现代建筑电气》2011年第1期47-51,共5页Modern Architecture Electric

基　　金：建设部科研基金项目(2007-K03-04);沈阳建筑大学青年基金项目(2010119)

摘　　要：研究了基于智能小区安防报警系统的人脸识别方法的应用。通过仿真试验,将子图像个数、奇异值向量保留个数、聚类因数α、γ因数的选取进行了对比分析。基于聚类算法人脸识别的实际应用要求,试验数据为进一步研究子图像的赋值提供了有效的帮助和参数支持。Application of face recognition based on security system in intelligent community was researched. The selection of sub-image＇s number, remaining vector＇ s number of singular value decomposition, clustering factor a and factor T through simulation experiments were compared and analyzed. In order to achieve requirement of practical appli- cation based on clustering algorithm for face recognition, research on weight factor of sub-image was offered effective assist and parameter support by experimental data.

关 键 词：智能小区 安防系统 人脸识别 聚类算法 

分 类 号：TU855[建筑科学]