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52 lines
1.3 KiB
Markdown
52 lines
1.3 KiB
Markdown
# SDFStudio
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[project website](https://autonomousvision.github.io/sdfstudio/)
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```{image} imgs/sdfstudio_overview.svg
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:width: 800
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:align: center
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:alt: sdfstudio overview figure
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```
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## Overview
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SDFStudio is built on top of nerfstudio. It implements multiple implicit surface reconstruction methods including:
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- UniSurf
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- VolSDF
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- NeuS
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- MonoSDF
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- Mono-UniSurf
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- Mono-NeuS
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- Geo-NeuS
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- Geo-UniSurf
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- Geo-VolSDF
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- NeuS-acc
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- NeuS-facto
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- NeuralReconW
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You can learn more about these methods [here](https://github.com/autonomousvision/sdfstudio/blob/master/docs/sdfstudio-methods.md#Methods)
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## Surface models in nerfstudio
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We intend to integrate many of the SDFStudio improvements back into the nerfstudio core repository.
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Supported methods:
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- NeuS
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- NeuS-facto
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## Citation
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If you use these surface based models in your research, you should consider citing the authors of SDFStudio,
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```none
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@misc{Yu2022SDFStudio,
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author = {Yu, Zehao and Chen, Anpei and Antic, Bozidar and Peng, Songyou Peng and Bhattacharyya, Apratim
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and Niemeyer, Michael and Tang, Siyu and Sattler, Torsten and Geiger, Andreas},
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title = {SDFStudio: A Unified Framework for Surface Reconstruction},
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year = {2022},
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url = {https://github.com/autonomousvision/sdfstudio},
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}
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```
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