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 1 本研究所提模型的生成器网络参数

Tab.1 Network parameters of generator of proposed model

网络类型 卷积核大小 步长 输出 Conv Block 7 1 64 Conv Block 3 2 128 Conv Block 3 2 256 Conv Block 3 2 512 2×Deconv Block 3 2 256 2×Deconv Block 3 2 128 2×Deconv Block 3 2 64 2×Deconv Block 7 1 3