README.md

Simplicial Complex based Point Correspondence between Images warped onto Manifolds

About

This is a source code for our ECCV 2020 paper: Simplicial Complex based Point Correspondence between Images warped onto Manifolds. This solves assignment problem using higher order structures between images warped onto manifolds.

Requirements

This code is developed in

MATLAB R2017b

Dataset

We used five different datasets for evaluation. The dataset names are:

• Chessboard
• Kamaishi
• Desktop
• Parking
• Table

Usage

1. To run end to end matching model to generate results for "Desktop" dataset, do the following:

end2end.m

2. To reproduce results mentioned in Table 2, do the following:

main.m

This will generate results for our method (OurWarped). The results would be generated in the output files.

Citation

Please cite the paper if you use this code.

@article{sharma2020simplicial,
  title={Simplicial Complex based Point Correspondence between Images warped onto Manifolds},
  author={Sharma, Charu and Kaul, Manohar},
  journal={arXiv preprint arXiv:2007.02381},
  year={2020}
}