ELD 全称 Extreme Low-light Denoising dataset，该数据集覆盖了来自多个品牌的 10 个室内场景和 4 个摄像机设备 (SonyA7S2，NikonD850 、 CanonEOS70D 、 CanonEOS700D) 。 该数据集选择了三个 ISO 等级（800，1600，3200）和两个低光因数（100，200）的来捕获噪声图像，共产生 240 个（3×2×10×4）幅原始图像对。

Citation

@article{wei2021physics,
title={Physics-based noise modeling for extreme low-light photography},
author={Wei, Kaixuan and Fu, Ying and Zheng, Yinqiang and Yang, Jiaolong},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume={44},
number={11},
pages={8520--8537},
year={2021},
publisher={IEEE}
}
@inproceedings{wei2020physics,
title={A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising},
author={Wei, Kaixuan and Fu, Ying and Yang, Jiaolong and Huang, Hua},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition},
year={2020},
}