Dimensionality Reduction and Generation of Human Motion.
Shi QuLingda WuRonghuan YuYingmei WeiPublished in: Int. J. Comput. Commun. Control (2013)
Keyphrases
- human motion
- dimensionality reduction
- human body
- motion capture
- video sequences
- body parts
- optical motion capture
- spatio temporal
- high dimensional
- image sequences
- motion recognition
- human actions
- motion sequences
- low dimensional
- human motion tracking
- human movements
- high dimensional data
- articulated motion
- principal component analysis
- human movement
- feature selection
- dynamical model
- human motion analysis
- dimensionality reduction methods
- gait recognition
- articulated body
- motion history images
- motion synthesis
- motion capture data
- view invariant
- viewpoint
- image processing
- feature extraction
- nonlinear dimensionality reduction
- manifold learning
- computer vision