融合SAR的光学遥感影像双激活门控卷积厚云去除
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杨金辉,高贤君,寇媛,于盛妍,许磊,杨元维
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Dual-activation gated convolution with SAR fusion for thick cloud removal from optical remote sensing images
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Jinhui YANG,Xianjun GAO,Yuan KOU,Shengyan YU,Lei XU,Yuanwei YANG
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| 表 4 双激活门控卷积与通道注意力机制对云去除效果的定量评价 |
| Tab.4 Quantitative evaluation of cloud removal effectiveness by dual-activation gated convolution and channel attention mechanisms |
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| 数据集 | 结构 | PSNR/dB | RMSE | SSIM | | Thin_CI | A | 29.293 5 | 0.072 4 | 0.732 9 | | B | 28.737 0 | 0.095 2 | 0.689 1 | | C | 29.398 5 | 0.071 3 | 0.775 9 | | SSFIRB | 29.880 3 | 0.068 4 | 0.793 4 | | Brok_CI | A | 30.362 1 | 0.064 0 | 0.726 2 | | B | 29.023 1 | 0.078 9 | 0.694 2 | | C | 30.646 7 | 0.069 1 | 0.793 0 | | SSFIRB | 31.499 8 | 0.059 6 | 0.812 7 | | LBrok_CI | A | 29.983 1 | 0.087 6 | 0.676 2 | | B | 28.826 5 | 0.137 1 | 0.623 8 | | C | 29.728 6 | 0.136 0 | 0.721 4 | | SSFIRB | 30.833 9 | 0.079 8 | 0.746 0 | | Thick_CI | A | 28.431 2 | 0.115 2 | 0.569 6 | | B | 28.219 8 | 0.111 6 | 0.575 2 | | C | 28.953 9 | 0.076 0 | 0.635 8 | | SSFIRB | 29.436 4 | 0.072 9 | 0.671 3 |
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