Rain Streak Removal via Dual Graph Convolutional Network (AAAI'2021)
@inproceedings{fu2021rain,
title={Rain streak removal via dual graph convolutional network},
author={Fu, Xueyang and Qi, Qi and Zha, Zheng-Jun and Zhu, Yurui and Ding, Xinghao},
booktitle={Proc. AAAI Conf. Artif. Intell.},
pages={1--9},
year={2021}
}
Quantitative Result
The metrics are PSNR/SSIM. Both are evaluated on RGB channels.
| Method | Rain200L | Rain200H | Rain800 | Rain1200 | Rain1400 |
|---|---|---|---|---|---|
| dual_gcn_c72n11 | 36.68/0.979 | 26.80/0.849 | 24.65/0.821 | 32.44/0.912 | 31.42/0.920 |
Pretrained models can be downloaded from here
Network Complexity
| Input shape | Flops | Params |
|---|---|---|
| (3, 256, 256) | 177.78GFlops | 845.82k |