Regularization by denoising: Bayesian model and Langevin-within-split Gibbs sampling

Elhadji C. Faye, Mame Diarra Fall, Nicolas Dobigeon

This paper introduces a Bayesian framework for image inversion by deriving a probabilistic counterpart to the regularization-by-denoising (RED) paradigm. It additionally implements…