Deferred Neural Rendering Image Synthesis using Neural Textures

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neural textures as maps on top of 3D mesh proxies

  • assumptions: captures 3D scenes are always corrupted in some way
    • combine neural texture and traditional graphic pipeline
  • end-to-end training to find a renderer and texture map
  • under sampling and over sampling
    • inspired by mipmap, introducing a hierarchical rendering strategy