Regularized supervised Bayesian approach for image deconvolution with regularization parameter estimation.
Bouchra LaaziriSaid RaghayAbdelilah HakimPublished in: EURASIP J. Adv. Signal Process. (2020)
Keyphrases
- image deconvolution
- parameter estimation
- least squares
- image restoration
- markov random field
- estimation problems
- blind image deconvolution
- denoising
- image deblurring
- maximum likelihood
- model selection
- noise removal
- blind deconvolution
- blurred images
- parameter estimation algorithm
- approximate inference
- supervised learning
- em algorithm
- semi supervised
- convex relaxation
- edge preserving
- machine learning
- regularization parameter
- restored image
- total variation
- cross validation
- expectation maximization
- feature selection
- image details
- higher order
- k means