Recent developments in human motion analysis

CASIA OpenIR > 09年以前成果

	Recent developments in human motion analysis
	Wang, LA; Hu, WM; Tan, TN
发表期刊	PATTERN RECOGNITION
	2003-03-01
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：520[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
推荐引用方式 GB/T 7714	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.