Clearing the Skies: A Deep Network Architecture for Single-Image Rain Removal (TIP'2017)
@article{fu2017clearing,
title={Clearing the skies: A deep network architecture for single-image rain removal},
author={Fu, Xueyang and Huang, Jiabin and Ding, Xinghao and Liao, Yinghao and Paisley, John},
journal={IEEE Transactions on Image Processing},
volume={26},
number={6},
pages={2944--2956},
year={2017},
publisher={IEEE}
}
Quantitative Result
The metrics are PSNR/SSIM. Both are evaluated on RGB channels.
| Method | Rain200L | Rain200H | Rain800 | Rain1200 | Rain1400 |
|---|---|---|---|---|---|
| derainnet_c512 | 31.12/0.939 | 22.96/0.739 | 23.17/0.783 | 28.34/0.847 | 28.20/0.869 |
Pretrained models can be downloaded from here
Network Complexity
| Input shape | Flops | Params |
|---|---|---|
| (3, 256, 256) | 51.48GFlops | 754.69k |