ACTIVE DRIFT CORRECTION TEMPLATE TRACKING ALGORITHM
文献类型：会议论文
| 作者 | Fan BJ(范保杰) ; Du YK(杜英魁); Cong Y(丛杨); Tang YD(唐延东)
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| 出版日期 | 2012 |
| 会议名称 | 2012 IEEE International Conference on Image Processing |
| 会议日期 | September 30 - October 3, 2012 |
| 会议地点 | Orland, Florida, USA |
| 关键词 | Active drift correction template tracking inverse compositional algorithm |
| 页码 | 397-400 |
| 通讯作者 | 范保杰 |
| 中文摘要 | This paper presents a novel active drift correction template tracking algorithm. Compared to Matthews’ algorithm in [8], the proposed algorithm achieves synchronously object tracking and drift correction, and save half running time. For the template drift problem during long sequential object tracking, we introduce the active drift correction term into inverse compositional affine image alignment algorithm. This operation can avoid the template drift before it occurs, or reduce the drift after it happens. The total energy function consists of two terms: the tracking term and the active drift correction term. By minimizing the total energy function with the steepest descent algorithm, the proposed algorithm can decrease the accumulative tracking error, and prevent the drift during the tracking process effectively. Various object tracking experiments show that our method has super performance than the passive drift correction algorithm in [8]. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议主办者 | IEEE Signal Processing Society |
| 会议录 | Proceedings of the 2012 IEEE International Conference on Image Processing
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | New York, USA |
| 语种 | 英语 |
| ISBN号 | 978-1-4673-2533-2 |
| WOS记录号 | WOS:000319334900095 |
| 源URL | [http://ir.sia.cn/handle/173321/10188]  |
| 专题 | 沈阳自动化研究所_机器人学研究室 |
| 推荐引用方式 GB/T 7714 | Fan BJ,Du YK,Cong Y,et al. ACTIVE DRIFT CORRECTION TEMPLATE TRACKING ALGORITHM[C]. 见:2012 IEEE International Conference on Image Processing. Orland, Florida, USA. September 30 - October 3, 2012. |
入库方式： OAI收割
来源：沈阳自动化研究所
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