Yodai Suzuki

A Convergent Primal-Dual Deep Plug-and-Play Algorithm for Constrained Image Restoration

We propose a new deep plug-and-play (PnP) algorithm for constrained image restoration with guaranteed theoretical convergence. The PnP strategy, which incorporates off-the-shelf Gaussian denoisers into proximal splitting algorithms, has demonstrated outstanding performance in a variety of image rest…