Floyd C Holsinger

Depth-guided NeRF Training via Earth Mover’s Distance

"Neural Radiance Fields (NeRFs) are trained to minimize the rendering loss of predicted viewpoints. However, the photometric loss often does not provide enough information to disambiguate between different possible geometries yielding the same image. Previous work has thus incorporated depth supervi…