A Survey of Appearance Models in Visual Object Tracking

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	A Survey of Appearance Models in Visual Object Tracking
	Li, Xi 1,2; Hu, Weiming1 ; Shen, Chunhua 2; Zhang, Zhongfei 3; Dick, Anthony 2; Van den Hengel, Anton 2
发表期刊	ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
	2013-09-01
卷号	4 期号:4
文章类型	Article
摘要	Visual object tracking is a significant computer vision task which can be applied to many domains, such as visual surveillance, human computer interaction, and video compression. Despite extensive research on this topic, it still suffers from difficulties in handling complex object appearance changes caused by factors such as illumination variation, partial occlusion, shape deformation, and camera motion. Therefore, effective modeling of the 2D appearance of tracked objects is a key issue for the success of a visual tracker. In the literature, researchers have proposed a variety of 2D appearance models.
关键词	Algorithms Performances Visual Object Tracking Appearance Model Features Statistical Modeling
WOS标题词	Science & Technology ; Technology
关键词[WOS]	TIME FACE DETECTION ; ROBUST TRACKING ; PARTICLE FILTERS ; FEATURES ; RECOGNITION ; HISTOGRAMS ; COLOR ; VIDEO ; SURVEILLANCE ; ALGORITHM
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Information Systems
WOS记录号	WOS:000327451600002
引用统计	被引频次：602[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/173211/3258
专题	多模态人工智能系统全国重点实验室_视频内容安全
作者单位	1.Chinese Acad Sci, Inst Automat, NLPR, Beijing 100864, Peoples R China 2.Univ Adelaide, Adelaide, SA 5005, Australia 3.SUNY Binghamton, Binghamton, NY USA
第一作者单位	模式识别国家重点实验室
推荐引用方式 GB/T 7714	Li, Xi,Hu, Weiming,Shen, Chunhua,et al. A Survey of Appearance Models in Visual Object Tracking[J]. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY,2013,4(4).
APA	Li, Xi,Hu, Weiming,Shen, Chunhua,Zhang, Zhongfei,Dick, Anthony,&Van den Hengel, Anton.(2013).A Survey of Appearance Models in Visual Object Tracking.ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY,4(4).
MLA	Li, Xi,et al."A Survey of Appearance Models in Visual Object Tracking".ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY 4.4(2013).