NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections [updated]

Project Page: Ricardo Martin-Brualla*, Noha Radwan*, Mehdi S. M. Sajjadi*, Jonathan T. Barron, Alexey Dosovitskiy, and Daniel Duckworth (* Denotes equal contribution) We present NeRF-W, a system for 3D reconstruction of landmarks from unconstrained, “in-the-wild“ photo collections. Given a set of posed photos, NeRF-W is able to disentangle the shared, underlying 3D geometry from transient objects and photometric variations, producing a consistent, photorealistic scene representation that can be rendered from novel viewpoints.