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Recent developments in human motion analysis
Wang, LA; Hu, WM; Tan, TN
2003-03-01
发表期刊PATTERN RECOGNITION
卷号36期号:3页码:585-601
文章类型Review
摘要Visual analysis of human motion is currently one of the most active research topics in computer vision. This strong interest is driven by a wide spectrum of promising applications in many areas such as virtual reality, smart surveillance, perceptual interface, etc. Human motion analysis concerns the detection, tracking and recognition of people, and more generally, the understanding of human behaviors, from image sequences involving humans. This paper provides a comprehensive survey of research on computer-vision-based human motion analysis. The emphasis is on three major issues involved in a general human motion analysis system, namely human detection, tracking and activity understanding. Various methods for each issue are discussed in order to examine the state of the art. Finally, some research challenges and future directions are discussed. (C) 2002 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.
关键词Human Motion Analysis Detection Tracking Behavior Understanding Semantic Description
WOS标题词Science & Technology ; Technology
关键词[WOS]HIDDEN MARKOV-MODELS ; REAL-TIME TRACKING ; IMAGE SEQUENCES ; HUMAN-BODY ; VISUAL SURVEILLANCE ; ACTIVE CONTOURS ; SPECIAL SECTION ; MOVING-OBJECTS ; RECOGNITION ; PEOPLE
收录类别SCI
语种英语
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS记录号WOS:000179732400002
引用统计
被引频次:436[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/173211/9920
专题09年以前成果
作者单位Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
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Wang, LA,Hu, WM,Tan, TN. Recent developments in human motion analysis[J]. PATTERN RECOGNITION,2003,36(3):585-601.
APA Wang, LA,Hu, WM,&Tan, TN.(2003).Recent developments in human motion analysis.PATTERN RECOGNITION,36(3),585-601.
MLA Wang, LA,et al."Recent developments in human motion analysis".PATTERN RECOGNITION 36.3(2003):585-601.
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