The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution

31 Jul 2018Muhammad Waleed GondalBernhard SchölkopfMichael Hirsch

While implicit generative models such as GANs have shown impressive results in high quality image reconstruction and manipulation using a combination of various losses, we consider a simpler approach leading to surprisingly strong results. We show that texture loss alone allows the generation of perceptually high quality images... (read more)

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