基于融合逆透射率图的水下图像增强算法
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张剑钊,郭继昌,汪昱东
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Underwater image enhancement algorithm via fusing reverse medium transmission map
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Jian-zhao ZHANG,Ji-chang GUO,Yu-dong WANG
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| 表 4 真实数据集上消融实验的客观评价指标 |
| Tab.4 Objective evaluation indexes of ablation experiment on real datasets |
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| 算法 | MSE ↓ | PSNR↑ | SSIM↑ | Entropy↑ | UCIQE↑ | UIQM↑ | | 无特征融合模块 | 486.392 1 | 22.090 4 | 0.901 1 | 7.450 7 | 0.590 2 | 3.806 7 | | 无特征增强模块 | 531.255 5 | 21.826 0 | 0.897 8 | 7.441 7 | 0.588 3 | 3.742 0 | | 无残差解码模块 | 515.029 9 | 22.258 4 | 0.899 7 | 7.452 9 | 0.590 8 | 3.804 3 | | URMT-Net | 489.336 1 | 22.305 0 | 0.902 1 | 7.484 7 | 0.599 0 | 3.786 2 |
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