Explorable Super Resolution

Low-res input Other perfectly consistent reconstructions produced with our approach Figure 1: Exploring HR explanations to an LR image. Existing SR methods (e.g. ESRGAN [26] ) output only one explanation to the input image. In contrast, our explorable SR framework allows producing infinite different perceptually satisfying HR images, that all identically match a given LR input, when down-sampled. Please zoom-in to view subtle details.