Note: There is a difference in numbers presented in the original paper and obtained by the models of this repo. It might be related to the fact that both models (DGC-Net and DGCM-Net) have been trained using Pytorch v0.3.
More qualitative results are presented on the project page
How to cite
If you use this software in your own research, please cite our publication:
@inproceedings{Melekhov+Tiulpin+Sattler+Pollefeys+Rahtu+Kannala:2018,
title = {{DGC-Net}: Dense geometric correspondence network},
author = {Melekhov, Iaroslav and Tiulpin, Aleksei and
Sattler, Torsten, and
Pollefeys, Marc and
Rahtu, Esa and Kannala, Juho},
year = {2019},
booktitle = {Proceedings of the IEEE Winter Conference on
Applications of Computer Vision (WACV)}
}