shubham-goel / ds

Code for Differentiable Stereopsis. Goel, Gkioxari, Malik 2021

Differentiable Stereopsis

Code for "Differentiable Stereopsis". Goel, Gkioxari, Malik. 2021
Accepted to CVPR 2022
Shubham Goel, Georgia Gkioxari, Jitendra Malik

Installation

Please see doc/INSTALL.md for instructions on how to install DS.

Running

Please see doc/RUN.md for instructions on how to run DS.

Citation

If you use this code for your research, please cite our paper:

@article{goel2021differentiable,
  title={Differentiable Stereopsis: Meshes from multiple views using differentiable rendering},
  author={Goel, Shubham and Gkioxari, Georgia and Malik, Jitendra},
  journal={arXiv preprint arXiv:2110.05472},
  year={2021}
}

Acknowledgements

Parts of this code were adapted from Pytorch3D. The COLMAP python API is from FreeViewSynthesis.