project website

sdfstudio overview figure


SDFStudio is built on top of nerfstudio. It implements multiple implicit surface reconstruction methods including:

  • UniSurf

  • VolSDF

  • NeuS

  • MonoSDF

  • Mono-UniSurf

  • Mono-NeuS

  • Geo-NeuS

  • Geo-UniSurf

  • Geo-VolSDF

  • NeuS-acc

  • NeuS-facto

  • NeuralReconW

You can learn more about these methods here

Surface models in nerfstudio#

We intend to integrate many of the SDFStudio improvements back into the nerfstudio core repository.

Supported methods:

  • NeuS

  • NeuS-facto


If you use these surface based models in your research, you should consider citing the authors of SDFStudio,

    author    = {Yu, Zehao and Chen, Anpei and Antic, Bozidar and Peng, Songyou Peng and Bhattacharyya, Apratim
                 and Niemeyer, Michael and Tang, Siyu and Sattler, Torsten and Geiger, Andreas},
    title     = {SDFStudio: A Unified Framework for Surface Reconstruction},
    year      = {2022},
    url       = {},