A Probabilistic Formulation of LiDAR Mapping with Neural Radiance Fields

Matthew McDermott, Jason Rife

In this paper we reexamine the process through which a Neural Radiance Field (NeRF) can be trained to produce novel LiDAR views of a scene. Unlike image applications where camera p…