Robust object tracking guided by top-down spectral analysis visual attention
文献类型：期刊论文
| 作者 | Li, Wanyi1 ; Wang, Peng1; Jiang, Rui2; Qiao, Hong2
|
| 刊名 | NEUROCOMPUTING
 |
| 出版日期 | 2015-03-25 |
| 卷号 | 152页码:170-178 |
| 关键词 | Object tracking Visual attention Saliency Abrupt motion Complete occlusion |
| 英文摘要 | Object tracking is an important computer vision task, and existing tracking algorithms have achieved great progress. However, several challenging issues still remain to be solved, such as abrupt motion, longtime complete occlusion and target reappearing after moving completely out of the frame. To address these issues, we propose a top-down spectral analysis visual attention guided tracking method. Given an image sequence, top-down saliency maps for each input image are calculated by introducing top down information, which is learned at the beginning of tracking process, to spectral analysis attention model. Then, guided by the calculated saliency maps, target search is performed by local and global search processes and also with a validation process. Experimental results demonstrate the effectiveness of the proposed method. (C) 2014 Elsevier B.V. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000349572600018 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/8054]  |
| 专题 | 精密感知与控制研究中心_精密感知与控制 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Res Ctr Precis Sensing & Control, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Li, Wanyi,Wang, Peng,Jiang, Rui,et al. Robust object tracking guided by top-down spectral analysis visual attention[J]. NEUROCOMPUTING,2015,152:170-178. |
| APA | Li, Wanyi,Wang, Peng,Jiang, Rui,&Qiao, Hong.(2015).Robust object tracking guided by top-down spectral analysis visual attention.NEUROCOMPUTING,152,170-178. |
| MLA | Li, Wanyi,et al."Robust object tracking guided by top-down spectral analysis visual attention".NEUROCOMPUTING 152(2015):170-178. |
入库方式： OAI收割
来源：自动化研究所
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