Super-Resolution via Image-Adapted Denoising CNNs: Incorporating External and Internal Learning

Tom Tirer, Raja Giryes

While deep neural networks exhibit state-of-the-art results in the task of image super-resolution (SR) with a fixed known acquisition process (e.g., a bicubic downscaling kernel),…