Worldsheet Wrapping the World in a 3D Sheet for View Synthesis from a Single Image

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shrink-warpping a planar mesh sheet with learned depth

  • trained via differentiable rendering
  • image -> depth -> grid offset -> mesh -> mesh with texture by differentiable sampling from input view -> novel view
  • L2 regularization of grid offsets