Modeling Human Motion Using Binary Latent Variables.
Graham W. TaylorGeoffrey E. HintonSam T. RoweisPublished in: NIPS (2006)
Keyphrases
- human motion
- latent variables
- probabilistic model
- motion capture
- human body
- random variables
- latent variable models
- video sequences
- image sequences
- posterior distribution
- motion sequences
- prior knowledge
- body parts
- optical motion capture
- hidden variables
- motion recognition
- gaussian process
- spatio temporal
- observed variables
- real valued
- topic models
- motion synthesis
- structural svms
- max margin
- motion capture data
- latent space
- three dimensional
- data mining
- decision trees
- probabilistic latent semantic analysis
- structured prediction
- visual data
- graphical models
- bayesian framework