Dense Depth Priors for Neural Radiance Fields from Sparse Input Views

Barbara Roessle, Jonathan T. Barron, Ben Mildenhall +2

Neural radiance fields (NeRF) encode a scene into a neural representation that enables photo-realistic rendering of novel views. However, a successful reconstruction from RGB image…