结合大气散射模型的生成对抗网络去雾算法
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屠杭垚,王万良,陈嘉诚,李国庆,吴菲
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Dehazing algorithm combined with atmospheric scattering model based on generative adversarial network
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Hang-yao TU,Wan-liang WANG,Jia-chen CHEN,Guo-qing LI,Fei WU
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| 表 5 不同网络结构下图像指标对比 |
| Tab.5 Comparison of image indicators in different network structures |
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| 图像1 | PSNR | SSIM | | 图像2 | PSNR | SSIM | | 图像3 | PSNR | SSIM | | pix2pix | 25.524 0 | 0.751 840 | | pix2pix | 24.988 0 | 0.753 460 | | pix2pix | 19.007 0 | 0.733 930 | | pix2pix+OBL | 24.324 8 | 0.802 780 | pix2pix+OBL | 25.570 0 | 0.838 230 | pix2pix+OBL | 24.890 2 | 0.779 123 | | pix2pix+双解码器 | 28.330 5 | 0.866 600 | pix2pix+双解码器 | 27.843 7 | 0.873 220 | pix2pix+双解码器 | 26.535 0 | 0.879 610 | | 本研究算法 | 32.541 8 | 0.913 270 | 本研究算法 | 31.648 6 | 0.901 030 | 本研究算法 | 29.742 3 | 0.894 470 |
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