Analysis and Synthesis Denoisers for Forward-Backward Plug-and-Play Algorithms

Matthieu Kowalski, Benoît Malézieux, Thomas Moreau +1

In this work we study the behavior of the forward-backward (FB) algorithm when the proximity operator is replaced by a sub-iterative procedure to approximate a Gaussian denoiser, i…