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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
ISSN0302-9743
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
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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.
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