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