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Gait recognition based on fusion of multi-view gait sequences
Wang, YA; Yu, SQ; Wang, YH; Tan, TN; Zhang, D; Jain, AK
Source PublicationADVANCES IN BIOMETRICS, PROCEEDINGS
2006
Volume3832Pages:605-611
SubtypeArticle
AbstractIn 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 HeadingsScience & Technology ; Technology
WOS KeywordIDENTIFICATION
Indexed ByISTP ; SCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS IDWOS:000235768300080
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9263
Collection09年以前成果
AffiliationChinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China
Recommended Citation
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.
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