MVSNeRF Fast Generatizable Radiance Field Reconstruction from Multi-View Stereo

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train a generalizable nerf

  • generalize with as few as three images
  • images -> image[0] as pivot image -> cost volume from variance in feature -> 3dconv -> neural encoding volume -> rendering
    • pixel color also used (and trained) for rendering