ug2_turbulence_mitigation's Introduction

UG2+ Track2: ATMOSPHERIC TURBULENCE MITIGATION

This is the code used for 2023 CVPR UG2+ TRACK2: Atmospheric Turbulence Mitigation.

We achieved the first place in both subtracks.

Track Link：https://cvpr2023.ug2challenge.org/track2.html

Instructions

The instructions for running the code for each subtrack are provided in the readme file within the respective folder.

Technical Report

Subtrack1 Paper Link: https://arxiv.org/pdf/2306.08963.pdf

Subtrack2 Paper Link: https://arxiv.org/pdf/2306.09379.pdf

Datasets

The Turbulence Dataset can be downloaded from https://cvpr2023.ug2challenge.org/dataset23_t2.html

Subtrack2.1： Method and Visual Results

Subtrack2.2： Method and Visual Results

Citation

If you find our work helpful for your own research or work, please cite our paper.

@article{xu20231st,
  title={1st Solution Places for CVPR 2023 UG $\^{} 2$+ Challenge Track 2.2-Coded Target Restoration through Atmospheric Turbulence},
  author={Xu, Shengqi and Cao, Shuning and Liu, Haoyue and Xiao, Xueyao and Chang, Yi and Yan, Luxin},
  journal={arXiv preprint arXiv:2306.09379},
  year={2023}
}
@article{xu20231st,
  title={1st Solution Places for CVPR 2023 UG $\^{}$\{$$\backslash$textbf $\{$2$\}$$\}$ $+ Challenge Track 2.1-Text Recognition through Atmospheric Turbulence},
  author={Xu, Shengqi and Xiao, Xueyao and Cao, Shuning and Chang, Yi and Yan, Luxin},
  journal={arXiv preprint arXiv:2306.08963},
  year={2023}
}

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