Recovery method | SRÂ =Â 5 | SRÂ =Â 10 | SRÂ =Â 20 | SRÂ =Â 40 | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
PSNR | SSIM | TIME | PSNR | SSIM | TIME | PSNR | SSIM | TIME | PSNR | SSIM | TIME | |
Data A | ||||||||||||
Gaussian | 27.04 | 0.643 | 2.983 | 28.99 | 0.722 | 5.871 | 30.74 | 0.788 | 11.685 | 32.34 | 0.836 | 24.456 |
Sym-Bern | 26.26 | 0.619 | 5.899 | 27.87 | 0.693 | 11.894 | 29.35 | 0.751 | 24.522 | 30.89 | 0.788 | 48.548 |
Circ-Gauss | 27.22 | 0.651 | 5.916 | 28.94 | 0.728 | 9.656 | 30.69 | 0.792 | 19.234 | 32.38 | 0.845 | 36.902 |
HT | 26.61 | 0.614 | 3.663 | 29.01 | 0.706 | 6.097 | 31.03 | 0.781 | 12.877 | 32.35 | 0.823 | 24.326 |
Inverse-WT | 24.21 | 0.521 | 3.394 | 26.11 | 0.606 | 7.523 | 28.19 | 0.694 | 13.302 | 29.98 | 0.778 | 27.711 |
\(\ell _{1}\)-SE-WT | 27.29 | 0.652 | 3.226 | 29.30 | 0.729 | 6.775 | 30.95 | 0.790 | 13.302 | 32.56 | 0.836 | 26.526 |
Ours | 28.84 | 0.718 | 0.612 | 30.71 | 0.783 | 1.322 | 32.25 | 0.837 | 2.666 | 33.57 | 0.870 | 5.396 |
Data B | ||||||||||||
Gaussian | 25.24 | 0.518 | 1.802 | 27.02 | 0.607 | 4.033 | 28.38 | 0.677 | 7.491 | 29.83 | 0.740 | 14.442 |
Sym-Bern | 24.53 | 0.487 | 3.528 | 25.94 | 0.563 | 6.991 | 27.00 | 0.626 | 13.282 | 28.61 | 0.708 | 23.763 |
Circ-Gauss | 25.39 | 0.519 | 2.813 | 26.90 | 0.609 | 5.694 | 28.36 | 0.680 | 10.209 | 29.70 | 0.754 | 21.537 |
HT | 24.27 | 0.486 | 1.639 | 26.56 | 0.586 | 4.084 | 28.39 | 0.665 | 7.172 | 29.76 | 0.715 | 14.234 |
Inverse-WT | 23.11 | 0.444 | 1.933 | 25.08 | 0.556 | 3.715 | 26.55 | 0.654 | 8.411 | 28.85 | 0.737 | 16.107 |
\(\ell _{1}\)-SE-WT | 23.80 | 0.457 | 1.866 | 26.29 | 0.567 | 4.739 | 28.24 | 0.662 | 7.199 | 29.64 | 0.722 | 15.421 |
Ours | 26.68 | 0.592 | 0.363 | 28.09 | 0.668 | 0.890 | 29.34 | 0.733 | 1.432 | 30.65 | 0.801 | 2.894 |