Table 3 Ablation studies.
From: Low-light image enhancement via adaptive frequency decomposition network
Conditions | PSNR\(\uparrow \) | SSIM\(\uparrow \) | MSE\(\downarrow \) |
|---|---|---|---|
1. AFDNet | 28.9181 | 0.8238 | 86.4054 |
2. w/o Laplace pyramid | 28.6711 | 0.8031 | 91.2953 |
3. w/o AFD module | 28.1433 | 0.7922 | 94.1497 |
4. w/o frequency loss | 28.7616 | 0.8010 | 88.9780 |
5. w/o adversarial loss | 28.5061 | 0.8125 | 86.6024 |
6. w/o mutual consistency loss | 28.7075 | 0.8031 | 90.3771 |
