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A Survey of Appearance Models in Visual Object Tracking

文献类型:期刊论文

作者Li, Xi1,2; Hu, Weiming1; Shen, Chunhua2; Zhang, Zhongfei3; Dick, Anthony2; Van den Hengel, Anton2
刊名ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
出版日期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
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).

入库方式: OAI收割

来源:自动化研究所

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