Principled MAP estimation for inverse problems: bridging the gap between convergence and performance

Alexandre Lagier, Valentine Tosel, Anne Gagneux +2

Pretrained denoisers provide a powerful way to incorporate image priors into restoration algorithms. Plug-and-Play and RED approaches exploit fixed-noise-level denoisers within fir…