Volumetric Scene Representations

A volumetric scene represenation is a data structure or algorithmic representation of a scene - typically associated with computer vision. It can be either “implicit” or “explicit”. Some examples of scene representations are:

  • Point Clouds
  • Depth Maps
  • Meshes
  • Voxel Grids
  • Octrees
  • Signed Distance Functions
  • Neural Fields
    • NeRF - Neural Radiance Fields
  • 3D Gaussian Splats

Backlinks