Maximum a posteriori based regularization parameter selection.
Ashkan PanahiMats VibergPublished in: ICASSP (2011)
Keyphrases
- parameter selection
- maximum a posteriori
- adaptive regularization
- map estimation
- markov random field
- maximum likelihood
- image reconstruction
- prior model
- hyperparameters
- bayesian framework
- kernel ridge regression
- expectation maximization
- model selection
- em algorithm
- edge preserving
- energy function
- ls svm
- machine learning
- image restoration
- parameter estimation
- graph cuts
- higher order
- pairwise