The Near Constant Acceleration Gaussian Process Kernel for Tracking.
Steven ReeceStephen J. RobertsPublished in: IEEE Signal Process. Lett. (2010)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- dynamical model
- covariance function
- regression model
- kernel logistic regression
- bayesian framework
- approximate inference
- gaussian process classification
- latent variables
- kernel function
- model selection
- hyperparameters
- gaussian process models
- support vector
- particle filter
- sparse approximations
- cross validation
- expectation propagation
- closed form
- kernel methods
- semi supervised
- bayesian networks
- mean shift
- feature space
- non stationary
- image reconstruction