Image restoration

A Generalized Accelerated Proximal Gradient Approach for Total Variation-Based Image Restoration

This paper proposes a generalized accelerated prox- imal gradient (GAPG) approach for solving total variation (TV) based image restoration problems.

Learning PDEs for Image Restoration via Optimal Control

We have presented a framework of learning PDEs from training data for image restoration.

Refined Exponential Filter with Applications to Image Restoration and Interpolation

We propose a new criterion for designing the regularizing filter to solve an ill-posed problem and this criterion reveals the implicit assumption made by regularizing filters.