Difference-templates based target tracking method
文献类型：会议论文
| 作者 | Luo HB(罗海波) ; Shi ZL(史泽林); Li DQ(李德强); Yan ZD(闫占德)
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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 | target tracking difference templates translation transformation scale transformation M estimator illumination adaptability anti-occlusion |
| 页码 | W7860-W7860 |
| 中文摘要 | This paper proposes a difference-templates based target tracking method (DTBTTM) with the originality of constructing a collection of difference templates that represent the varying characteristics of target region, such as translation, scale, and illumination. DTBTTM method uses the linear combination of such difference templates to represent the variation of target region, and computes coefficients with respect to the corresponding templates. The final target position and window size can be determined with these coefficients. DTBTTM method simply solves linear equations, and is quite different from correlation method in which 2-dimensional search is required to calculate similarity between pre-defined template and the region of interest. Experimental results show that the DTBTTM is highly adaptable to the variation of target region, and is robust to the variation of translation, scale, illumination, and even occlusion. |
| 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
 |
| 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:000253700100031 |
| 源URL | [http://ir.sia.cn/handle/173321/7972]  |
| 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 | Luo HB,Shi ZL,Li DQ,et al. Difference-templates based target tracking method[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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