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A Survey of Appearance Models in Visual Object Tracking
Li, Xi1,2; Hu, Weiming1; Shen, Chunhua2; Zhang, Zhongfei3; Dick, Anthony2; Van den Hengel, Anton2
Source PublicationACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
2013-09-01
Volume4Issue:4
SubtypeArticle
AbstractVisual 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.
KeywordAlgorithms Performances Visual Object Tracking Appearance Model Features Statistical Modeling
WOS HeadingsScience & Technology ; Technology
WOS KeywordTIME FACE DETECTION ; ROBUST TRACKING ; PARTICLE FILTERS ; FEATURES ; RECOGNITION ; HISTOGRAMS ; COLOR ; VIDEO ; SURVEILLANCE ; ALGORITHM
Indexed BySCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Information Systems
WOS IDWOS:000327451600002
Citation statistics
Cited Times:402[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/3258
Collection模式识别国家重点实验室_视频内容安全
Affiliation1.Chinese Acad Sci, Inst Automat, NLPR, Beijing 100864, Peoples R China
2.Univ Adelaide, Adelaide, SA 5005, Australia
3.SUNY Binghamton, Binghamton, NY USA
First Author AffilicationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Recommended Citation
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).
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