Sparse Neural Radiance Grids (SNeRG)

Recent work has addressed this issue by “baking” NeRFs into a sparse 3D voxel grid [21, 51]. For example, Hedman et al. introduced Sparse Neural Radiance Grids (SNeRG) [21], where each active voxel contains an opacity, diffuse color, and learned feature vector.