Visualizing State of Time-Series Data by Supervised Gaussian Process Dynamical Models.
Nobuhiko YamaguchiPublished in: J. Adv. Comput. Intell. Intell. Informatics (2015)
Keyphrases
- gaussian process
- dynamical models
- dynamical model
- gaussian processes
- semi supervised
- regression model
- model selection
- bayesian framework
- hyperparameters
- latent variables
- dynamical systems
- learning algorithm
- cross validation
- state space
- feature selection
- motion model
- incremental learning
- human motion
- random sampling
- em algorithm
- reinforcement learning
- latent space
- subject specific
- image sequences
- pose tracking