Table 4 Ablation study on the effectiveness of key components.
From: Dual decoding generative adversarial networks for infrared image enhancement
Main structure of the network | c1 | c2 | c3 | c4 | c5 |
|---|---|---|---|---|---|
Inner skip connections | \(\times\) | \(\surd\) | \(\surd\) | \(\surd\) | \(\surd\) |
external skip connections | \(\times\) | \(\times\) | \(\surd\) | \(\times\) | \(\surd\) |
Cross-level attention | \(\times\) | \(\times\) | \(\times\) | \(\surd\) | \(\surd\) |
AG | 6.4158 | 11.0332 | 11.8112 | 6.7855 | 12.5988 |
IE | 6.9469 | 6.8513 | 6.9448 | 4.1879 | 7.1194 |
PSNR | 21.5558 | 25.3429 | 28.6659 | 13.7420 | 27.7329 |
SSIM | 0.5269 | 0.8353 | 0.8788 | 0.1951 | 0.8811 |
