Gaussian process for human motion modeling: A comparative study.
Guoliang FanXin ZhangMeng DingPublished in: MLSP (2011)
Keyphrases
- human motion
- gaussian process
- dynamical models
- dynamical model
- gaussian processes
- gaussian process models
- motion capture
- gaussian process regression
- regression model
- human body
- bayesian framework
- video sequences
- latent variables
- semi supervised
- model selection
- image sequences
- particle filtering
- hyperparameters
- human actions
- dynamical systems
- latent space
- body parts
- spatio temporal
- object recognition
- three dimensional