Face Recognition Based on Maximum Spanning-tree Kernel and Gray KerneIs

摘要：

Face Recognition has been recognized as a major research field in pattern recognition and computer vision. This technique is widely adopted, because of its unique convenience, eeonomy and high accuracy compared to other biological recognition techniques. An interesting and important challenge is thus to investigate high-efficient recognition algorithm. The introduction of kernel methods in face recognition has been received significant attentions in the recent several years. Gray kernels and graph kernel are two popular approaches. However, we demonstrate that higher classification accuracy can be achieved by multiple kernels which are the combination of gray kernels and graph kernel.

关键词： face recognition gray kernels graph kernel multiple kernels

作者: Jiang Qiang-rong Lu Qianqian

作者单位: College of Computer Science and Technology BJUT Beijing, China

会议类型: 国际会议

会议名称: 2010 International Conference on Information Security and Artificial Intelligence(2010年信息安全与人工智能国际会议 ISAI 2010)

会议地点: 成都

会议语种:英文

页码: 218-221

在线出版日期: 2010-12-17（万方平台首次上网日期，不代表论文的发表时间）