Supervised manifold learning based on biased distance for view invariant body pose estimation.
Dongcheol HurChristian WallravenSeong-Whan LeePublished in: SMC (2012)
Keyphrases
- manifold learning
- pose estimation
- human body
- semi supervised
- body parts
- head pose estimation
- human motion
- low dimensional
- d objects
- dimensionality reduction
- subspace learning
- computer vision
- high dimensional
- feature points
- high dimensional data
- human pose
- motion capture
- action recognition
- learning algorithm
- markerless
- feature extraction
- distance function
- sparse representation
- dimension reduction
- supervised learning
- active learning
- multi view
- data sets
- nearest neighbor
- multiscale
- three dimensional
- human actions
- image processing
- single view
- feature selection
- least squares