ACMP
This repository contains the code for the paper Planar Prior Assisted PatchMatch Multi-View Stereo, Qingshan Xu and Wenbing Tao, AAAI2020. If you find this project useful for your research, please cite:
@article{Xu2020ACMP,
title={Planar Prior Assisted PatchMatch Multi-View Stereo},
author={Xu, Qingshan and Tao, Wenbing},
journal={AAAI Conference on Artificial Intelligence (AAAI)},
year={2020}
}
@article{Xu2019ACMM,
title={Multi-Scale Geometric Consistency Guided Multi-View Stereo},
author={Xu, Qingshan and Tao, Wenbing},
journal={Computer Vision and Pattern Recognition (CVPR)},
year={2019}
}
Dependencies
The code has been tested on Ubuntu 14.04 with GTX Titan X.
Usage
- Complie ACMP
cmake .
make
- Test
Use script colmap2mvsnet_acm.py to convert COLMAP SfM result to ACMP input
Run ./ACMP $data_folder to get reconstruction results
Results on high-res ETH3D training dataset [2cm]
| Mean | courtyard | delivery_area | electro | facade | kicker | meadow | office | pipes | playgroud | relief | relief_2 | terrace | terrains |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 79.81 | 86.57 | 85.04 | 86.83 | 69.88 | 77.01 | 64.88 | 75.81 | 71.13 | 71.14 | 84.46 | 84.16 | 90.14 | 90.50 |
Acknowledgemets
This code largely benefits from the following repositories: Gipuma and COLMAP. Thanks to their authors for opening source of their excellent works.
