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.