利用生成对抗网络实现水下图像增强
李钰, 杨道勇, 刘玲亚, 王易因
Underwater Image Enhancement Based on Generative Adversarial Networks
LI Yu, YANG Daoyong, LIU Lingya, WANG Yiyin
表1
各损失函数评价指标对比
Tab.1
Metrics results comparison of each loss function
损失函数形式
L
GAN
L
GAN+U
L
GAN+C
L
all
PSNR
23.601
23.938
24.462
24.749
SSIM
0.711
0.732
0.745
0.764