Official source code of paper Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching, arxiv
- python 3.6
- Pytorch == 1.2 (The default interpolation of the high version is different from the low version, which will cause the results to be different)
- CUDA >= 9.0
pip install -r requirements.txt --user
install apex to enable synchronized batch normalization
git clone https://github.com/NVIDIA/apex.git
cd apex
pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./
Refer to MVS-README.md
Refer to Stereo-Matching-README.md
If you find this code useful in your research, please cite:
@inproceedings{gu2019cas,
title={Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching},
author={Gu, Xiaodong and Fan, Zhiwen and Zhu, Siyu and Dai, Zuozhuo and Tan, Feitong and Tan, Ping},
journal={arxiv preprint arXiv:1912.06378},
year={2019}
}
Thanks to Xiaoyang Guo for opening source of his excellent works GwcNet and MVSNet-pytorch. Thanks to Yao Yao for opening source of his excellent work MVSNet.