The improved textures in the remastered games were all built using ESRGAN (enhanced super-resolution generative adversarial networks). These new reconstructions not only make images sharper and more detailed, but also reconstruct important missing elements using the advanced semantic information of the images. Image super-resolution refers to the reconstruction of corresponding high-resolution images from observed low-resolution images. The team has released ‘remastered’ versions of Return to Castle Wolfenstein, Doom, The Elder Scrolls III: Morrowind, and most recently - a visually enhanced version of 2001 third-person shooter game Max Payne. Researchers using enhanced super-resolution technology are giving classic video games of the past incredible, texture-rich visual makeovers.
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