Modelling the effect of view angle variation on appearance-based gait recognition
文献类型：期刊论文
| 作者 | Yu, SQ; Tan, DL; Tan, TN ; Narayanan, PJ; Nayar, SK; Shum, HY
|
| 刊名 | COMPUTER VISION - ACCV 2006, PT I
 |
| 出版日期 | 2006 |
| 卷号 | 3851页码:807-816 |
| 英文摘要 | 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 |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods |
| 研究领域[WOS] | Computer Science |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000235772300081 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9194]  |
| 专题 | 自动化研究所_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. |
入库方式： OAI收割
来源：自动化研究所
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