Neural Radiance Fields for Unconstrained Photo Collections
CVPR 2021 (Oral)
Brandenburg Gate
Sacre Coeur
Trevi Fountain
NeRF-W captures lighting and photometric post-processing in a low-dimensional latent embedding space. Interpolating between two embeddings smoothly captures variation in appearance without affecting 3D geometry.
@inproceedings{martinbrualla2020nerfw, author = {Martin-Brualla, Ricardo and Radwan, Noha and Sajjadi, Mehdi S. M. and Barron, Jonathan T. and Dosovitskiy, Alexey and Duckworth, Daniel}, title = {{NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections}}, booktitle = {CVPR}, year={2021} }
Find a tab-separated list of filenames used for training and evaluation here: Brandenburg Gate, Sacre Coeur, Trevi Fountain, Hagia Sophia, Prague Old Town, and Taj Mahal.