Visibility-Aware Pixelwise View Selection for Multi-View Stereo Matching

Source code for the paper:

Visibility-Aware Pixelwise View Selection for Multi-View Stereo Matching, ICPR 2024

About

Visibility-Aware Pixelwise View Selection for Multi-View Stereo Matching is an effective multi-view stereo algorithm.

If you find this project useful for your research, please cite:

@article{2024_Z_AMBC,  
  title={Visibility-Aware Pixelwise View Selection for Multi-View Stereo Matching}, 
  author={Huang, Zhentao and Shi, Yukun and Gong, Minglun}, 
  journal={International Conference on Pattern Recognition (ICPR)},
  year={2024}
}

Dependencies

The code has been tested on Ubuntu 20.04 with RTX 4090.

• Cuda >= 6.0
• OpenCV >= 2.4
• cmake

How to use

• Compile

cd build
cmake ..
make
cd ..

• Test

# tanksandtemples dataset
# A sample set is shown in the following file.
./scripts/tnt/tntAll.sh

• Important parameters

int FoodNumber = 5; //The number of food sources
---
if (c % 2 == 1) // Note: In case of not able to process all input images

tnt dataset: Please put your data in ./data folder. The folder structure should be like this:

.
├── advanced
│   ├── Auditorium
│   │   ├── cams_1
│   │   ├── images
│   │   ├── Auditorium.log
│   │   └── pair.txt
│   ├── Ballroom
│   ├── Courtroom
│   ├── Museum
│   ├── Palace
│   └── Temple
├── intermediate
    ├── Family
    ├── Francis
    ├── Horse
    ├── Lighthouse
    ├── M60
    ├── Panther
    ├── Playground
    └── Train

Acknowledgements

The code largely benefits from Gipuma. Thanks to their authors.