基于视觉Transformer的多损失融合水下图像增强网络
丛晓峰, 桂杰, 章军
Underwater image enhancement network based on visual Transformer with multiple loss functions fusion
Xiaofeng CONG, Jie GUI, Jun ZHANG
表1
UIEB数据集上的定量实验结果
指标
UDCP
IBLA
ULAP
GB
UResNet
UWNet
WaterNet
UWT-Net
PSNR
12.368
17.299
17.601
15.078
18.684
18.913
2
2
.
6
9
4
21.163
SSIM
0.526
0.678
0.692
0.608
0.754
0.784
0.854
0
.
8
7
0
UIQM
1.842
1.783
1.878
2.272
2.772
2.746
2.883
3
.
0
8
4