https://github.com/ZengxiZhang/HUPE
Extention version of the paper "Waterflow: heuristic normalizing flow for underwater image enhancement and beyond"
https://github.com/ZengxiZhang/HUPE
acmmm2023
Last synced: 3 months ago
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Extention version of the paper "Waterflow: heuristic normalizing flow for underwater image enhancement and beyond"
- Host: GitHub
- URL: https://github.com/ZengxiZhang/HUPE
- Owner: ZengxiZhang
- Created: 2024-01-26T08:17:26.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-01-11T07:28:47.000Z (5 months ago)
- Last Synced: 2025-01-11T08:26:17.853Z (5 months ago)
- Topics: acmmm2023
- Language: Python
- Homepage:
- Size: 10.4 MB
- Stars: 14
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# HUPE
This is an implementation of the paper,
**“[HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning](https://link.springer.com/article/10.1007/s11263-024-02318-x)"**,
Zengxi Zhang, Zhiying Jiang, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu*, 2025, International Journal of Computer Vision.
## Overview
## Download
Download the pre-trained model and put it in experiments/
- [Baidu Yun](https://pan.baidu.com/s/1YlPfizITieeoTCq_ex5k1Q) \
code:
```
1ecu
```
- [Google Drive](https://drive.google.com/file/d/1OWHoVwqyi0DMOtrJrPGv_1EDIX26CnoL/view?usp=drive_link)
## Quick Run
To test the pre-trained models for Underwater Enhancement on example images:
### Step 1: Generated priors from with underwater images:
run file 'IR_GDCP_forfolder.m' from root 'code/Generalization-of-the-Dark-Channel-Prior-for-Single-Image-Restoration-main/'
### Step 2: Generated enhancement images:
```
cd code
python test.py
```
## Contact
If you find our work useful in your research, please cite our paper:
```
@article{zhang2025hupe,
title={HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning},
author={Zhang, Zengxi and Jiang, Zhiying and Ma, Long and Liu, Jinyuan and Fan, Xin and Liu, Risheng},
journal={International Journal of Computer Vision},
pages={1--19},
year={2025},
publisher={Springer}
}
```
## Contact
Should you have any question, please contact [Zengxi Zhang].
[Zhiying Jiang]:[email protected]