Adaptive template-updating strategy based on singular value decomposition
文献类型：会议论文
| 作者 | Wang GG(王国刚); Zhang ZJ(张志佳); Shi ZL(史泽林)
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| 出版日期 | 2007 |
| 会议名称 | 5th International Symposium on Multispectral Image Processing and Pattern Recognition |
| 会议日期 | November 15-17, 2007 |
| 会议地点 | Wuhan, China |
| 关键词 | adaptive template-updating image matching singular value decomposition target tracking |
| 页码 | A7861-A7861 |
| 中文摘要 | The problem of image matching and target tracking based on singular value decomposition (SVD) is discussed. The SVD has robust performance that is invariant to image disturbance and it makes the singular value credible to represent the image as an algebraic feature. A template-updating strategy is proposed to update the current template based on the scale invariant character of the singular value vector. The updated template that contains the accurate target is adaptively acquired according to the singular value's scale invariance. Experiments are performed on a large test set and the results show that the proposed strategy is practical and efficient in target tracking. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议主办者 | SPIE, State Key Lab Multi Spectral Informat Proc Technol, Chinese Educ Minist Key Lab Image Proc & Intelligence Control, Huazhong Univ Sci & Technol |
| 会议录 | MIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2
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| 会议录出版者 | SPIE-INT SOC OPTICAL ENGINEERING |
| 会议录出版地 | BELLINGHAM |
| 语种 | 英语 |
| ISSN号 | 0277-786X |
| ISBN号 | 978-0-8194-6950-2 |
| WOS记录号 | WOS:000253700100045 |
| 源URL | [http://ir.sia.cn/handle/173321/7954]  |
| 专题 | 沈阳自动化研究所_光电信息技术研究室 |
| 推荐引用方式 GB/T 7714 | Wang GG,Zhang ZJ,Shi ZL. Adaptive template-updating strategy based on singular value decomposition[C]. 见:5th International Symposium on Multispectral Image Processing and Pattern Recognition. Wuhan, China. November 15-17, 2007. |
入库方式： OAI收割
来源：沈阳自动化研究所
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