When to Use Convolutional Neural Networks for Inverse Problems

Nathaniel Chodosh, Simon Lucey

Reconstruction tasks in computer vision aim fundamentally to recover an undetermined signal from a set of noisy measurements. Examples include super-resolution, image denoising, an…