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3D posture estimation using geodesic distance maps

delete2008-01-18
delete5
PRE
AI
C
Correa, Pedro *
F
Ferran Marqués
X
Xavier Marichal
B
Benoı̂t Macq
DOI:10.1007/s11042-007-0191-ydelete
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摘要

摘要

En 中文
This paper presents a novel technique for three-dimensional (3D) human motion capture using a set of two non-calibrated cameras. The user's five extremities (head, hands and feet) are extracted, labeled and tracked after silhouette segmentation. As they are the minimal number of points that can be used in order to enable whole body gestural interaction, we will henceforth refer to these features as crucial points. Features are subsequently labelled using 3D triangulation and inter-image tracking. The crucial point candidates are defined as the local maxima of the geodesic distance with respect to the center of gravity of the actor region that lie on the silhouette boundary. Due to its low computational complexity, the system can run at real-time paces on standard personal computers, with an average error rate range between 4% and 9% in realistic situations, depending on the context and segmentation quality.
Keyword:
motion capture
silhouette analysis
gestural interfaces
geodesic distance

期刊

Multimedia Tools and Applications 封面图
Multimedia Tools and Applications
IF:
3
论文数:
2.0W
被引数:
3.2W

机构

U
universite catholique louvain
学者数:
2.0W
论文数: 1.7W
被引数: 21
U
universitat politecnica de catalunya
学者数:
1.9W
论文数: 1.6W
被引数: 17
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