Research and Implementation of of Multi-modal Face Recognition Algorithm

摘要：

　　Traditional face recognition algorithm based on two-dimensional face recognition; Due to the influence of illumination,changes in the expression and Real human face image extraction from different angles,the recognition of such algorithms rate is considerably limited.To solve these problems,a multi-modal face recognition algorithm is presented in this paper.After the Feature extraction using 2DPCA and the reduction of the dimension from multiple two-dimensional face images (a positive face and two side faces) of one person,and to identify it by a new feature Matrix which was reformed by part of the feature vector of each two-dimensional face images.The experimental result of CAS-PEAL Face Database shows that this method receives a higher recognition rate than the method which use a single positive face under the same conditions.

关键词： Face Recognition Multi-modal 2DPCA

作者: Ye Jihua Xia Guomiao Hu Dan

作者单位: Computer and Information Engineering College, Jiangxi Normal University, Nanchang, Jiangxi 330200

会议类型: 国际会议

会议名称: the 25th Chinese Control and Decision Conference(第25届中国控制与决策会议)

会议地点: 贵阳

会议语种:英文

页码: 2086-2090

在线出版日期: 2013-05-01（万方平台首次上网日期，不代表论文的发表时间）