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
2006
发表期刊COMPUTER VISION - ACCV 2006, PT I
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
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
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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.
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