Manifold Learning for ToF-based Human Body Tracking and Activity Recognition.
Loren Arthur SchwarzDiana MateusVictor CastañedaNassir NavabPublished in: BMVC (2010)
Keyphrases
- activity recognition
- manifold learning
- low dimensional
- human activities
- action recognition
- dimensionality reduction
- semi supervised
- human actions
- depth map
- high dimensional
- high dimensional data
- high resolution
- dimension reduction
- feature extraction
- sparse representation
- transfer learning
- machine learning
- particle filtering
- unsupervised learning
- learning process
- pairwise
- image sequences
- computer vision