A Survey of Appearance Models in Visual Object Tracking

CORC > 自动化研究所 > 中国科学院自动化研究所 > 模式识别国家重点实验室 > 视频内容安全团队

	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
刊名	ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
	2013-09-01
卷号	4 期号:4
关键词	Algorithms Performances Visual object tracking appearance model features statistical modeling
英文摘要	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.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Artificial Intelligence ; Computer Science, Information Systems
研究领域[WOS]	Computer Science
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记录号	WOS:000327451600002
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/3258]
专题	自动化研究所_模式识别国家重点实验室_视频内容安全团队
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
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).