Convolutional Neural Networks Analyzed via Inverse Problem Theory and Sparse Representations

Cem Tarhan, Gozde Bozdagi Akar

Inverse problems in imaging such as denoising, deblurring, superresolution (SR) have been addressed for many decades. In recent years, convolutional neural networks (CNNs) have bee…