most citedEmpirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior

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stat.AP2024

A stochastic optimisation unadjusted Langevin method for empirical Bayesian estimation in semi-blind image deblurring problems

Charlesquin Kemajou Mbakam, Marcelo Pereyra, Jean-François Giovannelli

This paper presents a novel stochastic optimisation methodology to perform empirical Bayesian inference in semi-blind image deconvolution problems. Given a blurred image and a para…