Bayesian Model Selection for Unsupervised Image Deconvolution with Structured Gaussian Priors.
Benjamin HarrouéJean-François GiovannelliMarcelo PereyraPublished in: SSP (2021)
Keyphrases
- image deconvolution
- bayesian model selection
- image restoration
- image prior
- posterior probability
- image deblurring
- em algorithm
- model selection
- denoising
- gaussian noise
- bayesian framework
- maximum likelihood
- blind deconvolution
- noise removal
- data association
- parameter estimation
- unsupervised learning
- maximum a posteriori
- markov random field
- image processing
- map estimation
- semi supervised
- gaussian distribution
- blurred images
- gaussian mixture model
- mixture model
- expectation maximization
- supervised learning
- posterior distribution
- convex relaxation
- prior knowledge
- bayesian networks
- machine learning