An Equalized Global Graph Model-Based Approach for Multicamera Object Tracking
文献类型：期刊论文
| 作者 | Chen, Weihua ; Cao, Lijun; Chen, Xiaotang; Huang, Kaiqi
|
| 刊名 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
 |
| 出版日期 | 2017-11-01 |
| 卷号 | 27期号:11页码:2367-2381 |
| 关键词 | Global Graph Model Multicamera Multiobject Tracking Nonoverlapping Visual Object Tracking |
| DOI | 10.1109/TCSVT.2016.2589619 |
| 文献子类 | Article |
| 英文摘要 | Nonoverlapping multicamera visual object tracking typically consists of two steps: single-camera object tracking (SCT) and inter-camera object tracking (ICT). Most of tracking methods focus on SCT, which happens in the same scene, while for real surveillance scenes, ICT is needed and single-camera tracking methods cannot work effectively. In this paper, we try to improve the overall multicamera object tracking performance by a global graph model with an improved similarity metric. Our method treats the similarities of single-camera tracking and inter-camera tracking differently and obtains the optimization in a global graph model. The results show that our method can work better even in the condition of poor SCT. |
| WOS关键词 | MULTITARGET TRACKING ; VISUAL TRACKING ; PERSON REIDENTIFICATION ; PEOPLE TRACKING ; SURVEILLANCE ; ASSOCIATION ; MAP |
| WOS研究方向 | Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000415683100008 |
| 资助机构 | National Basic Research Program of China(2012CB316302) ; National Natural Science Foundation of China(61322209 ; Strategic Priority Research Program within the Chinese Academy of Sciences(XDA06040102) ; International Partnership Program of Chinese Academy of Sciences(173211KYSB2016008) ; 61403383) |
| 源URL | [http://ir.ia.ac.cn/handle/173211/20750]  |
| 专题 | 自动化研究所_智能感知与计算研究中心 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Ctr Res Intelligent Percept & Comp, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Chen, Weihua,Cao, Lijun,Chen, Xiaotang,et al. An Equalized Global Graph Model-Based Approach for Multicamera Object Tracking[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,2017,27(11):2367-2381. |
| APA | Chen, Weihua,Cao, Lijun,Chen, Xiaotang,&Huang, Kaiqi.(2017).An Equalized Global Graph Model-Based Approach for Multicamera Object Tracking.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,27(11),2367-2381. |
| MLA | Chen, Weihua,et al."An Equalized Global Graph Model-Based Approach for Multicamera Object Tracking".IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 27.11(2017):2367-2381. |
入库方式： OAI收割
来源：自动化研究所
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