Convolutional Inverse Problems in Imaging with Convolutional Sparse Models

Abstract

We develop a fast reconstruction method with convolutional sparse models for general inverse problems involving convolutions. The effectiveness of the reconstruction method is demonstrated for an inverse problem in computational spectral imaging.