Forward-Backward Mean-Shift for Visual Tracking With Local-Background-Weighted Histogram
文献类型：期刊论文
| 作者 | Wang, Lingfeng1 ; Yan, Hongping2; Wu, Huai-Yu1; Pan, Chunhong1
|
| 刊名 | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
 |
| 出版日期 | 2013-09-01 |
| 卷号 | 14期号:3页码:1480-1489 |
| 关键词 | Forward-backward mean shift (FBMS) local-background-weighted histogram (LBWH) visual tracking |
| 英文摘要 | Object tracking plays an important role in many intelligent transportation systems. Unfortunately, it remains a challenging task due to factors such as occlusion and target-appearance variation. In this paper, we present a new tracking algorithm to tackle the difficulties caused by these two factors. First, considering the target-appearance variation, we introduce the local-background-weighted histogram (LBWH) to describe-the target. In our LBWH, the local background is treated as the context of the target representation. Compared with traditional descriptors, the LBWH is more robust to the variability or the clutter of the potential background. Second, to deal with the occlusion case, a new forward-backward mean-shift (FBMS) algorithm is proposed by incorporating a forward-backward evaluation scheme, in which the tracking result is evaluated by the forward-backward error. Extensive experiments on various scenarios have demonstrated that our tracking algorithm outperforms the state-of-the-art approaches in tracking accuracy. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Civil ; Engineering, Electrical & Electronic ; Transportation Science & Technology |
| 研究领域[WOS] | Engineering ; Transportation |
| 关键词[WOS] | OBJECT TRACKING ; TRAFFIC SURVEILLANCE ; ONLINE SELECTION ; PARTICLE FILTER ; ROBUST TRACKING ; CLASSIFICATION ; FEATURES ; FUSION ; SPACE ; VIDEO |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000324336100040 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3711]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_遥感图像处理团队 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Dept Natl Lab Pattern Recognit, Beijing 100190, Peoples R China 2.China Univ Geosci, Coll Informat & Engn, Beijing 100083, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Lingfeng,Yan, Hongping,Wu, Huai-Yu,et al. Forward-Backward Mean-Shift for Visual Tracking With Local-Background-Weighted Histogram[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2013,14(3):1480-1489. |
| APA | Wang, Lingfeng,Yan, Hongping,Wu, Huai-Yu,&Pan, Chunhong.(2013).Forward-Backward Mean-Shift for Visual Tracking With Local-Background-Weighted Histogram.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,14(3),1480-1489. |
| MLA | Wang, Lingfeng,et al."Forward-Backward Mean-Shift for Visual Tracking With Local-Background-Weighted Histogram".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 14.3(2013):1480-1489. |
入库方式： OAI收割
来源：自动化研究所
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