Table 6.
PSNR and SSIM of MoDL and FINE reconstructions on MS test dataset with noise σ = 0.01 and 0.05.
σ = 0.01 | σ = 0.05 | |||
---|---|---|---|---|
PSNR (dB) | SSIM | PSNR (dB) | SSIM | |
TV | 36.03 ± 1.79* | 0.9713 ± 0.0095* | 29.89 ± 1.09* | 0.9092 ± 0.0214* |
U-Net | 32.19 ± 1.57* | 0.9463 ± 0.0152* | 28.27 ± 0.91* | 0.8777 ± 0.0274* |
DLL2 | 36.54 ± 1.66* | 0.9718 ± 0.0090* | 30.52 ± 0.94* | 0.9092 ± 0.0226* |
MoDL | 37.64 ± 1.77 | 0.9757 ± 0.0085* | 28.00 ± 0.54* | 0.8558 ± 0.0319* |
FINE | 37.51 ± 1.39 | 0.9795 ± 0.0058 | 31.57 ± 1.74 | 0.9428 ± 0.0170 |
denotes statistical significance for the comparison between MoDL and FINE; p < 0.05.