Face Recognition with 3D Real-time Face Imaging System based on LOGMAP

摘要：

3D human face recognition with 3D imaging technology is a frontier in image processing and pattern recognition. The 3Dreal-time human face imaging system based on CIS is able to obtain corresponding 2D gray data and 3D depth data from human face. Dimensionality reduction of high-dimensional observation data is the key problem of face recognition. This paper applies LOGMAP theory to dimensionality reduction of 2D facial gray data 3D depth data. Tests show that the recognition results based on dimensionality reduction with LOGMAP perform well.

关键词： face recognition 3D imaging system dimensionality reduction manifold learning LOGMAP

作者: Ye Changming Jiang Jianguo Zhan Shu Zhang Zhihua Shigeru Ando

作者单位: School of Computer & Information,Hefei University of Technology,Hefei 230009,Anhui,China School of Computer & Information,Hefei University of Technology,Hefei 230009,Anhui,China;Engineering School of Information Science,the University of Tokyo,Tokyo Japan

会议类型: 国际会议

会议名称: 2011 10th International Conference on Electronic Measurement & Instruments(第十届电子测量与仪器国际会议 ICEMI2011)

会议地点: 成都

会议语种:英文

页码: 1093-1096

在线出版日期: 2011-08-16（万方平台首次上网日期，不代表论文的发表时间）