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Recent advances and trends in visual tracking: A review
Yang, Hanxuan2,3; Shao, Ling1,2; Zheng, Feng2; Wang, Liang4; Song, Zhan2,5
2011-11-01
发表期刊NEUROCOMPUTING
卷号74期号:18页码:3823-3831
文章类型Article
摘要The goal of this paper is to review the state-of-the-art progress on visual tracking methods, classify them into different categories, as well as identify future trends. Visual tracking is a fundamental task in many computer vision applications and has been well studied in the last decades. Although numerous approaches have been proposed, robust visual tracking remains a huge challenge. Difficulties in visual tracking can arise due to abrupt object motion, appearance pattern change, non-rigid object structures, occlusion and camera motion. In this paper, we first analyze the state-of-the-art feature descriptors which are used to represent the appearance of tracked objects. Then, we categorize the tracking progresses into three groups, provide detailed descriptions of representative methods in each group, and examine their positive and negative aspects. At last, we outline the future trends for visual tracking research. (C) 2011 Elsevier B.V. All rights reserved.
关键词Visual Tracking Feature Descriptor Online Learning Contextural Information Monte Carlo Sampling
WOS标题词Science & Technology ; Technology
关键词[WOS]FEATURES ; FILTER
收录类别SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence
WOS记录号WOS:000296941200012
引用统计
被引频次:304[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9754
专题智能感知与计算研究中心
作者单位1.Univ Sheffield, Dept Elect & Elect Engn, Sheffield S10 2TN, S Yorkshire, England
2.Chinese Acad Sci, Shenzhen Inst Adv Technol, Beijing 100864, Peoples R China
3.S China Agr Univ, Dept Elect Engn, Guangzhou, Peoples R China
4.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100864, Peoples R China
5.Chinese Univ Hong Kong, Hong Kong, Hong Kong, Peoples R China
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Yang, Hanxuan,Shao, Ling,Zheng, Feng,et al. Recent advances and trends in visual tracking: A review[J]. NEUROCOMPUTING,2011,74(18):3823-3831.
APA Yang, Hanxuan,Shao, Ling,Zheng, Feng,Wang, Liang,&Song, Zhan.(2011).Recent advances and trends in visual tracking: A review.NEUROCOMPUTING,74(18),3823-3831.
MLA Yang, Hanxuan,et al."Recent advances and trends in visual tracking: A review".NEUROCOMPUTING 74.18(2011):3823-3831.
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