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
Source PublicationCOMPUTER VISION - ACCV 2006, PT I
2006
Volume3851Pages:807-816
SubtypeArticle
AbstractIn 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 HeadingsScience & Technology ; Technology
Indexed ByISTP ; SCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS IDWOS:000235772300081
Citation statistics
Cited Times:25[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9194
Collection09年以前成果
AffiliationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
Recommended Citation
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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