A Proximal Markov Chain Monte Carlo Method for Bayesian Inference in Imaging Inverse Problems: When Langevin Meets Moreau.
Alain DurmusÉric MoulinesMarcelo PereyraPublished in: SIAM Rev. (2022)
Keyphrases
- bayesian inference
- monte carlo method
- markov chain
- monte carlo
- probabilistic model
- hyperparameters
- image processing
- posterior distribution
- state space
- markov chain monte carlo
- high resolution
- prior information
- partial differential equations
- gibbs sampler
- particle filter
- image reconstruction
- genetic algorithm
- bayesian learning
- least squares
- search algorithm
- training data