Local Implicit Grid Representations for 3D Scenes

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Published:

reconstruct 3d model in an intermediate scale

  • utilize part similarity across models
  • improved generalizability
  • part autoencoder
    • part -> latent, a implicit function f(pixel pos, latent) -> occupancy
    • test time: sparse point cloud -> coarse grid, for each grid, optimize a part reconstruction