Gaussian Process Interpolation for Uncertainty Estimation in Image Registration.
Christian WachingerPolina GollandMartin ReuterWilliam M. Wells IIIPublished in: MICCAI (1) (2014)
Keyphrases
- gaussian process
- image registration
- gaussian processes
- gaussian process regression
- model selection
- regression model
- bayesian framework
- hyperparameters
- approximate inference
- semi supervised
- covariance function
- latent variables
- sparse approximations
- gaussian process classification
- parameter estimation
- expectation propagation
- marginal likelihood
- gaussian process models
- random sampling
- clustering algorithm