Robust Tracking With Discriminative Ranking Lists
文献类型：期刊论文
| 作者 | Tang, Ming1 ; Peng, Xi2
|
| 刊名 | IEEE TRANSACTIONS ON IMAGE PROCESSING
 |
| 出版日期 | 2012-07-01 |
| 卷号 | 21期号:7页码:3273-3281 |
| 关键词 | Background model double-scale patch object tracking ranking list |
| 英文摘要 | In this paper, we propose a novel tracking algorithm, i.e., the discriminative ranking list-based tracker (DRLTracker). The DRL Tracker models the target object and its local background by using ranking lists of patches of different scales within object bounding boxes. The ranking list of each of such patches is its nearest neighbors. Patches of the same scale with ranking lists of high purity values (meaning high probabilities to be on the target object) and some confusable background patches constitute the object model under that scale. A pair of object models of two different scales collaborate to determine which patches may belong to the target object in the next frame. The DRLTracker can effectively alleviate the distraction problem, and its superior ability over several representative and state-of-the-art trackers is demonstrated through extensive experiments. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
| 研究领域[WOS] | Computer Science ; Engineering |
| 关键词[WOS] | VISUAL TRACKING ; FRAMEWORK ; OBJECT |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000305577600014 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/2980]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_机器人视觉团队 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Tang, Ming,Peng, Xi. Robust Tracking With Discriminative Ranking Lists[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING,2012,21(7):3273-3281. |
| APA | Tang, Ming,&Peng, Xi.(2012).Robust Tracking With Discriminative Ranking Lists.IEEE TRANSACTIONS ON IMAGE PROCESSING,21(7),3273-3281. |
| MLA | Tang, Ming,et al."Robust Tracking With Discriminative Ranking Lists".IEEE TRANSACTIONS ON IMAGE PROCESSING 21.7(2012):3273-3281. |
入库方式： OAI收割
来源：自动化研究所
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