From: Retinal image synthesis from multiple-landmarks input with generative adversarial networks
Methods | SSIM | PSNR |
---|---|---|
Pix2pix | ||
 ResNet-6 vessel | 0.8983 | 23.8254 |
 ResNet-6 MCML | 0.8968 | 24.0820 |
 ResNet-9 vessel | 0.8914 | 23.5531 |
 ResNet-9 MCML | 0.9079 | 25.3665 |
 U-net vessel | 0.8956 | 23.4331 |
 U-net MCML | 0.9117 | 24.5544 |
Cycle-GAN | ||
 ResNet-6 vessel | 0.8770 | 22.4830 |
 ResNet-6 MCML | 0.9019 | 23.8092 |
 ResNet-9 vessel | 0.8774 | 21.9402 |
 ResNet-9 MCML | 0.8907 | 23.1031 |
 U-net vessel | 0.8984 | 22.7353 |
 U-net MCML | 0.8877 | 23.0110 |