Rate-Optimal Denoising with Deep Neural Networks

Reinhard Heckel, Wen Huang, Paul Hand +1

Deep neural networks provide state-of-the-art performance for image denoising, where the goal is to recover a near noise-free image from a noisy observation. The underlying princip…