linziqu/4D-Facial-Avatars

Dynamic Neural Radiance Fields for Monocular 4D Facial Avater Reconstruction

NerFACE: Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction [CVPR 2021 Oral Presentation]

Guy Gafni¹, Justus Thies¹, Michael Zollhöfer², Matthias Nießner¹

¹ Technichal University of Munich, ²Facebook Reality Labs

ArXiv: PDF, abs

Project Page & Video: https://gafniguy.github.io/4D-Facial-Avatars/

If you find our work useful, please include the following citation:

@InProceedings{Gafni_2021_CVPR,
    author    = {Gafni, Guy and Thies, Justus and Zollh{\"o}fer, Michael and Nie{\ss}ner, Matthias},
    title     = {Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2021},
    pages     = {8649-8658}
}

Code, Dataset and License

Dataset sample available.

The nerf code is heavily based on this repo by Krishna Murthy. Thank you!

If you want access to our video sequences to run your methods on, don't hesitate to contact us [guy.gafni at tum.de]

The material in this repository is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

Code for the webpage is borrowed from the ScanRefer project.