结合大气散射模型的生成对抗网络去雾算法

屠杭垚,王万良,陈嘉诚,李国庆,吴菲

Dehazing algorithm combined with atmospheric scattering model based on generative adversarial network

Hang-yao TU,Wan-liang WANG,Jia-chen CHEN,Guo-qing LI,Fei WU

表 3 不同λ参数下图像指标的对比

Tab.3 Comparison of image indicators in different λ parameters

图像1 PSNR SSIM 图像2 PSNR SSIM λ1=λ2=0 11.382 8 0.390 19 λ1=λ2=0 13.847 9 0.384 45 λ1=λ2=30 20.003 5 0.546 67 λ1=λ2=30 16.420 0 0.747 92 λ1=λ2=70 26.729 3 0.818 48 λ1=λ2=70 21.056 5 0.780 40 λ1=λ2=100 29.496 6 0.870 23 λ1=λ2=100 25.458 7 0.848 56