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15th International Conference on Pattern Recognition (ICPR'00) - Volume 1
3D Motion Estimation of Human by Genetic Algorithm
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
ASCII Text
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Chunhong Pan, Songde Ma, "3D Motion Estimation of Human by Genetic Algorithm," Pattern Recognition, International Conference on, vol. 1, pp. 1159, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 1, 2000.
 
 
BibTex
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@article{ 10.1109/ICPR.2000.905295,
author = {Chunhong Pan and Songde Ma},
title = {3D Motion Estimation of Human by Genetic Algorithm},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2000},
isbn = {0-7695-0750-6},
pages = {1159},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.905295},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - 3D Motion Estimation of Human by Genetic Algorithm
SN - 0-7695-0750-6
SP
EP
A1 - Chunhong Pan,
A1 - Songde Ma,
PY - 2000
KW - Motion Analysis
KW - Coplanar Constraint
KW - Genetic Algorithm
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Chunhong Pan, Chinese Academy of Sciences
Songde Ma, Chinese Academy of Sciences
In the paper we show that based on coplanar constraint, the motion and structure of the articulated object can be determined within a scale factor from a monocular sequence of images. By Genetic Algorithm, we achieve the unique robust numerical solution to motion estimation of the coplanar links. Then we apply the techniques to human motion analysis, and obtain the 3D motion data of joints, reanimate successfully the data. The experiments with simulated data and real images are included to demonstrate the validity of the theoretic results.
Index Terms:
Motion Analysis, Coplanar Constraint, Genetic Algorithm
Citation:
Chunhong Pan, Songde Ma, "3D Motion Estimation of Human by Genetic Algorithm," icpr, vol. 1, pp.1159, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 1, 2000
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