Gait recognition based on fusion of multi-view gait sequences
文献类型：期刊论文
| 作者 | Wang, YA; Yu, SQ; Wang, YH; Tan, TN ; Zhang, D; Jain, AK
|
| 刊名 | ADVANCES IN BIOMETRICS, PROCEEDINGS
 |
| 出版日期 | 2006 |
| 卷号 | 3832页码:605-611 |
| 英文摘要 | In 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标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | IDENTIFICATION |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000235768300080 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9263]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。