多感受野特征与空谱注意力结合的高光谱图像超分辨率算法
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曲海成, 王雅萱, 申磊
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Hyperspectral super-resolution combining multi-receptive field features with spectral-spatial attention
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QU Haicheng, WAND Yaxuan, SHEN Lei
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表4 在CAVE数据集上不同算法的对比结果
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Tab.4 Comparison results of different algorithms on CAVE dataset
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| 算法 | RMSE↓ | MPSNR↑ | CC↑ | SAM↓ | ERGAS↓ | MSSIM↑ | | Bicubic | 0.021 2 | 34.721 4 | 0.986 8 | 4.175 9 | 5.271 9 | 0.927 7 | | EDSR | 0.014 9 | 38.157 5 | 0.993 1 | 3.549 9 | 3.592 1 | 0.952 2 | | RCAN | 0.014 2 | 38.758 5 | 0.993 5① | 3.605 0 | 3.417 8 | 0.953 0 | | SAN | 0.014 3 | 38.718 8 | 0.993 5 | 3.595 1 | 3.420 0 | 0.953 1 | | 3DCNN | 0.021 2 | 34.985 3 | 0.986 2 | 4.229 7 | 7.318 2 | 0.954 9 | | GDRRN | 0.014 5 | 38.450 7 | 0.993 4 | 3.414 3 | 3.508 6 | 0.953 8 | | 本文算法 | 0.013 9 | 39.172 9 | 0.986 5 | 3.384 2 | 4.328 4 | 0.957 2 |
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