Table 2.
Comparison of the objective quality on the LIVE1 database in terms of average PSNR (dB) and SSIM. Bold values indicate the best scores.
Noise Level | Metric | Degraded | BM3D [22] | SSRQC [23] | ARCNN [2] | DnCNN [4] | MWCNN [5] | SCENet |
---|---|---|---|---|---|---|---|---|
q = 10, peak = 200 |
PSNR | 27.01 | 27.85 | 28.03 | 28.16 | 28.60 | 28.64 | 28.97 |
SSIM | 0.730 | 0.761 | 0.762 | 0.774 | 0.797 | 0.795 | 0.805 | |
q = 20, peak = 400 |
PSNR | 28.99 | 30.15 | 29.88 | 30.22 | 30.60 | 30.47 | 31.08 |
SSIM | 0.794 | 0.833 | 0.835 | 0.843 | 0.850 | 0.841 | 0.863 | |
q = 30, peak = 600 |
PSNR | 30.18 | 31.38 | 31.30 | 31.35 | 31.58 | 31.63 | 32.34 |
SSIM | 0.827 | 0.861 | 0.859 | 0.868 | 0.873 | 0.871 | 0.890 |