Provable Convergence of Plug-and-Play Priors with MMSE denoisers

Xiaojian Xu, Yu Sun, Jiaming Liu +2

Plug-and-play priors (PnP) is a methodology for regularized image reconstruction that specifies the prior through an image denoiser. While PnP algorithms are well understood for de…