A video-driven approach to continuous human motion synthesis

	A video-driven approach to continuous human motion synthesis
	Wang, Rongrong ; Qiu, Xianjie ; Wang, Zhaoqi ; Xia, Shihong
	2006
发表期刊	ADVANCES IN COMPUTER GRAPHICS, PROCEEDINGS
ISSN	0302-9743
卷号	4035 页码:614-621
摘要	We propose a framework to reconstruct human motion based on monocular camera video and motion database. In this framework, we use silhouettes for rough motion estimation based on a set of discriminative features and search motion database to find out the exact motion clips that meet with the video content. We model motion as a first-order Markov process. The transition probabilities between motion clips are preprocessed with consideration of the continuousness and smoothness of human motion. To eliminate the discontinuities between motion clips, we also adopt a seamless motion stitch method using multiresolution analysis technique. We verify the effectiveness of our method by reconstructing trampoline sports video as an example. The reconstruction results are visually comparable to those motions obtained by a commercial motion capture system in the premise that similar motions are included in the motion database.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS记录号	WOS:000239486600058
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/10418
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Wang, Rongrong
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Grad Univ, Beijing 100039, Peoples R China
推荐引用方式 GB/T 7714	Wang, Rongrong,Qiu, Xianjie,Wang, Zhaoqi,et al. A video-driven approach to continuous human motion synthesis[J]. ADVANCES IN COMPUTER GRAPHICS, PROCEEDINGS,2006,4035:614-621.
APA	Wang, Rongrong,Qiu, Xianjie,Wang, Zhaoqi,&Xia, Shihong.(2006).A video-driven approach to continuous human motion synthesis.ADVANCES IN COMPUTER GRAPHICS, PROCEEDINGS,4035,614-621.
MLA	Wang, Rongrong,et al."A video-driven approach to continuous human motion synthesis".ADVANCES IN COMPUTER GRAPHICS, PROCEEDINGS 4035(2006):614-621.