nerfstudio/docs/extensions/sdfstudio.md

SDFStudio

project website

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:alt: sdfstudio overview figure

Overview

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 improvments back into the nerstudio core repository.

Supported methods:

• NeuS
• NeuS-facto

Citation

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

@misc{Yu2022SDFStudio,
    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       = {https://github.com/autonomousvision/sdfstudio},
}