Hyperparameter estimation for satellite image restoration using a MCMC maximum-likelihood method.
André JalobeanuLaure Blanc-FéraudJosiane ZerubiaPublished in: Pattern Recognit. (2002)
Keyphrases
- image restoration
- maximum likelihood
- regularization method
- model selection
- regularization parameter
- edge preserving
- total variation
- parameter estimation
- hyperparameters
- cross validation
- bayesian inference
- total least squares
- restoration method
- bayesian estimation
- estimation algorithm
- motion blur
- em algorithm
- blur identification
- blind image restoration
- kernel estimation
- support vector
- wiener filter
- map estimation
- gaussian process
- bayesian framework
- closed form
- super resolution
- probabilistic model