Awesome-Image-Dehazing-Datasets

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Awesome-Image-Dehazing-Datasets

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对图像去雾领域数据集进行汇总，尽可能详细的介绍每一个数据集。数据集的汇总和介绍持续更新中！

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# 图像去雾领域数据集资源汇总和介绍
对图像去雾领域数据集进行汇总，并尽可能详细的介绍每一个数据集。数据集的汇总和介绍持续更新中！

## :books: Cite US
:heart_eyes_cat: 如果我们对数据集的汇总工作对你有所帮助，请引用我们的综述论文，谢谢！
```
@article{zhu2026DMIAID,
author = {Zhu, Liangyu and Su, Yanzhao and Cui, Zhigao and Lan, Yunwei and Wang, Nian and Zhang, Lanqing and Cai, Yanping},
title = {Diffusion Models and Its Applications in Image Dehazing: A Survey},
journal = {IET Image Processing},
volume = {20},
number = {1},
pages = {e70346},
doi = {https://doi.org/10.1049/ipr2.70346},
year = {2026},
publisher={Wiley Online Library}
}
```

## :mega: News
:tada: :tada: :tada: 我们在另一个[GitHub仓库](https://github.com/ZhuLiangyu123/Awesome-Diffusion-Model-for-Image-Dehazing)中提供了以下与图像去雾相关的资源：
- **总结了基于扩散模型的图像去雾的相关论文和代码**
- **提供了PSNR、SSIM、LPIPS、NIQE、BRISQUE等10多种图像质量评价指标的代码**
- **汇总了一些与图像去雾相关的视频教程**

## :open_file_folder: 数据集包括
### 1、RESIDE系列数据集
- **（1）HSTS数据集** [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/HSTS.md)
- **（2）ITS数据集** [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/ITS.md)
- **（3）OTS数据集** [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/OTS.md)
- **（4）RTTS数据集（真实）** [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/RTTS.md)
- **（5）SOTS数据集** [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/SOTS.md)
- **（6）URHI数据集（真实）** [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/URHI.md)
### 2、Ancuti系列数据集
- **（1）D-HAZE数据集** [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/D-HAZY.md)
- **（2）O-HAZE数据集** [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/O-HAZE.md)
- **（3）I-HAZE数据集** [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/I-HAZE.md)
### 3、Dense-Haze数据集 [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/Dense-Haze.md)
### 4、NH-HAZE数据集 [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/NH-HAZE.md)
### 5、HazeRD数据集 [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/HazeRD.md)
### 6、Outdoor-Rain数据集（雨雾共存） [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/%E2%80%8BOutdoor-Rain.md)
### 7、Fattal's数据集（真实） [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/tree/main/Fattal)
### 8、LMHaze数据集（真实） [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/LMHaze.md)
### 9、BeDDE数据集（真实） [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/BeDDE.md)
### 10、NID数据集 [链接](https://github.com/ZhuLiangyu123/Awesome-Image-Dehazing-Datasets/blob/main/NID.md)

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