Modelling the effect of view angle variation on appearance-based gait recognition

CASIA OpenIR > 09年以前成果

	Modelling the effect of view angle variation on appearance-based gait recognition
	Yu, SQ; Tan, DL; Tan, TN; Narayanan, PJ; Nayar, SK; Shum, HY
发表期刊	COMPUTER VISION - ACCV 2006, PT I
	2006
卷号	3851 页码:807-816
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. However, view angle variation is a significant factor among those that affect gait recognition performance. It is important to find the relationship between the performance and the view angle. In this paper, we discuss the effect of view angle variation on appearance-based gait recognition performance. A multi-view gait database (124 subjects and I I view directions) is created for our research. We propose two models, a geometrical one and a mathematical one, to model the effect of view angle variation on appearance-based gait recognition. These models will be valuable for designing robust gait recognition systems.
WOS标题词	Science & Technology ; Technology
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:000235772300081
引用统计	被引频次：54[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/173211/9194
专题	09年以前成果
作者单位	Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Yu, SQ,Tan, DL,Tan, TN,et al. Modelling the effect of view angle variation on appearance-based gait recognition[J]. COMPUTER VISION - ACCV 2006, PT I,2006,3851:807-816.
APA	Yu, SQ,Tan, DL,Tan, TN,Narayanan, PJ,Nayar, SK,&Shum, HY.(2006).Modelling the effect of view angle variation on appearance-based gait recognition.COMPUTER VISION - ACCV 2006, PT I,3851,807-816.
MLA	Yu, SQ,et al."Modelling the effect of view angle variation on appearance-based gait recognition".COMPUTER VISION - ACCV 2006, PT I 3851(2006):807-816.