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ELD Extremely Low Light Denoising Dataset
Date
4 years ago
Publish URL
Paper URL
License
Other
ELD stands for Extreme Low-light Denoising dataset, which covers 10 indoor scenes and 4 camera devices from multiple brands (SonyA7S2, NikonD850, CanonEOS70D, CanonEOS700D). This dataset selects three ISO levels (800, 1600, 3200) and two low-light factors (100, 200) to capture noisy images, generating a total of 240 (3×2×10×4) original image pairs.
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},
}
This dataset is contributed by community users and is intended for educational and informational purposes only. If any content involves copyright infringement, please contact us at [email protected] for prompt review and removal.
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