8 search results - page 1 / 2 » Two-Stage PCA Extracts Spatiotemporal Features for Gait Reco... |
JMM2
2006
13 years 4 months ago
2006
We propose a technique for gait recognition from motion capture data based on two successive stages of principal component analysis (PCA) on kinematic data. The first stage of PCA ...
ICIP
2007
IEEE
13 years 11 months ago
2007
IEEE
Gait has received much attention from researchers in the vision field due to its utility in walker identification. One of the key issues in gait recognition is how to extract di...
ECCV
2006
Springer
14 years 6 months ago
2006
Springer
Gait analyses have recently gained attention as methods of identification of individuals at a distance from a camera. However, appearance changes due to view direction changes caus...
IJON
2007
13 years 4 months ago
2007
Experimental and computational studies suggest that complex motor behavior is based on simpler spatiotemporal primitives, or synergies. This has been demonstrated by application o...
MLDM
2009
Springer
13 years 11 months ago
2009
Springer
This paper describes recognition of emotions of an unkown person during natural walking. As gait data is redundant, high dimensional and variable, effective feature extraction is ...