Gait recognition based on fusion of multi-view gait sequences

CASIA OpenIR > 09年以前成果

	Gait recognition based on fusion of multi-view gait sequences
	Wang, YA; Yu, SQ; Wang, YH; Tan, TN; Zhang, D; Jain, AK
发表期刊	ADVANCES IN BIOMETRICS, PROCEEDINGS
	2006
卷号	3832 页码:605-611
文章类型	Article
摘要	In recent years, many gait recognition algorithms have been developed, but most of them depend on a specific view angle. In this paper,we present a new gait recognition scheme based on multi-view gait sequence fusion, An experimental comparison of the fusion of gait sequences at different views is reported. Our experiments show the fusion of gait sequences at different views can consistently achieve better results. The Dempster-Shafer fusion method is found to give a great improvement. On the other hand, we also find that fusion of gait sequences with an angle difference greater than or equal to 90 degrees can achieve better improvement than fusion of those with an acute angle difference.
WOS标题词	Science & Technology ; Technology
关键词[WOS]	IDENTIFICATION
收录类别	ISTP ; SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号	WOS:000235768300080
引用统计	被引频次：19[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9263
专题	09年以前成果
作者单位	Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Wang, YA,Yu, SQ,Wang, YH,et al. Gait recognition based on fusion of multi-view gait sequences[J]. ADVANCES IN BIOMETRICS, PROCEEDINGS,2006,3832:605-611.
APA	Wang, YA,Yu, SQ,Wang, YH,Tan, TN,Zhang, D,&Jain, AK.(2006).Gait recognition based on fusion of multi-view gait sequences.ADVANCES IN BIOMETRICS, PROCEEDINGS,3832,605-611.
MLA	Wang, YA,et al."Gait recognition based on fusion of multi-view gait sequences".ADVANCES IN BIOMETRICS, PROCEEDINGS 3832(2006):605-611.