Object Tracking Based on Weighted Local Sub-space Reconstruction Error
文献类型：期刊论文
| 作者 | Zeng, Xianyou1,2; Xu, Long3 ; Hu, Shaohai1,2; Zhao, Ruizhen1,2; Feng, Wanli1,2
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| 刊名 | KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS
 |
| 出版日期 | 2019-02-28 |
| 卷号 | 13期号:2页码:871-891 |
| 关键词 | visual tracking sub-space reconstruction error generative weights template update |
| ISSN号 | 1976-7277 |
| DOI | 10.3837/tiis.2019.02.021 |
| 英文摘要 | Visual tracking is a challenging task that needs learning an effective model to handle the changes of target appearance caused by factors such as pose variation, illumination change, occlusion and motion blur. In this paper, a novel tracking algorithm based on weighted local sub-space reconstruction error is presented. First, accounting for the appearance changes in the tracking process, a generative weight calculation method based on structural reconstruction error is proposed. Furthermore, a template update scheme of occlusion-aware is introduced, in which we reconstruct a new template instead of simply exploiting the best observation for template update. The effectiveness and feasibility of the proposed algorithm are verified by comparing it with some state-of-the-art algorithms quantitatively and qualitatively. |
| WOS关键词 | VISUAL TRACKING ; ROBUST |
| WOS研究方向 | Computer Science ; Telecommunications |
| 语种 | 英语 |
| WOS记录号 | WOS:000459989500021 |
| 出版者 | KSII-KOR SOC INTERNET INFORMATION |
| 源URL | [http://ir.bao.ac.cn/handle/114a11/25270]  |
| 专题 | 中国科学院国家天文台 |
| 通讯作者 | Zhao, Ruizhen |
| 作者单位 | 1.Key Lab Adv Informat Sci & Network Technol Beijin, Beijing, Peoples R China 2.Beijing Jiaotong Univ, Inst Informat Sci, Beijing 100044, Peoples R China 3.Chinese Acad Sci, Natl Astron Observ, Key Lab Solar Act, Beijing 100012, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zeng, Xianyou,Xu, Long,Hu, Shaohai,et al. Object Tracking Based on Weighted Local Sub-space Reconstruction Error[J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS,2019,13(2):871-891. |
| APA | Zeng, Xianyou,Xu, Long,Hu, Shaohai,Zhao, Ruizhen,&Feng, Wanli.(2019).Object Tracking Based on Weighted Local Sub-space Reconstruction Error.KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS,13(2),871-891. |
| MLA | Zeng, Xianyou,et al."Object Tracking Based on Weighted Local Sub-space Reconstruction Error".KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS 13.2(2019):871-891. |
入库方式： OAI收割
来源：国家天文台
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