/ACMP

Planar Prior Assisted PatchMatch Multi-View Stereo

Primary LanguageCudaMIT LicenseMIT

ACMP

[News] The code for ACMH is released!!!
[News] The code for ACMM is released!!!
[News] The code for ACMMP is released!!!

About

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.