SDFDiff Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization

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sdf guarantee watertight surface? -> smooth prior

sample sdf on grids, ray casting find a intersection

  • ray casting on GPU, since it donot need to be differentiable, maybe i should learn how to write cuda code
  • trilinear interpolation of normal
  • what a huge network