Variational Bayes image restoration with compressive autoencoders.
Maud BiquardMarie ChabertThomas OberlinPublished in: CoRR (2023)
Keyphrases
- image restoration
- variational bayes
- bayesian inference
- latent variables
- denoising
- gaussian mixture model
- hyperparameters
- compressive sensing
- image processing
- free energy
- super resolution
- exponential family
- posterior distribution
- markov random field
- expectation maximization
- model selection
- image reconstruction
- closed form
- prior information
- noisy images
- bayesian framework
- probability distribution