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An Equalized Global Graph Model-Based Approach for Multicamera Object Tracking
Chen, Weihua; Cao, Lijun; Chen, Xiaotang; Huang, Kaiqi
2017-11-01
发表期刊IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
卷号27期号:11页码:2367-2381
文章类型Article
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.
关键词Global Graph Model Multicamera Multiobject Tracking Nonoverlapping Visual Object Tracking
WOS标题词Science & Technology ; Technology
DOI10.1109/TCSVT.2016.2589619
关键词[WOS]MULTITARGET TRACKING ; VISUAL TRACKING ; PERSON REIDENTIFICATION ; PEOPLE TRACKING ; SURVEILLANCE ; ASSOCIATION ; MAP
收录类别SCI
语种英语
项目资助者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)
WOS研究方向Engineering
WOS类目Engineering, Electrical & Electronic
WOS记录号WOS:000415683100008
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/20750
专题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
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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.
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