TABLE I.
Denoising Performance for Six Images With Four Different Noise Levels. Results are Shown for Algorithms Using Two Oriented SP Bands (top Half) Eight Oriented SP Bands(Bottom Half). Values Given are Averaged Over Five Trials. In Each Cell, Number on Left is for the OAGSM/NC Algorithm, Number on Right is for the GSM Algorithm. All Values Indicate PSNR, Computed as 20 log10(255/σe), Where is the Error Variance
| σ (PSNR) | Lena | Barbara | Boats | House | Peppers |
|---|---|---|---|---|---|
| 10 (28.13) | 35.52 / 35.21 | 34.00 / 33.39 | 33.48 / 33.34 | 35.27 / 34.94 | 33.70 / 33.29 |
| 20 (22.11) | 32.57/32.15 | 30.29 / 29.54 | 30.24 / 30.08 | 32.29/31.89 | 30.26 / 29.79 |
| 25 (20.17) | 31.58/31.16 | 29.07 / 28.36 | 29.21 / 29.06 | 31.28/30.89 | 29.16 / 28.71 |
| 50 (14.15) | 28.46 / 28.07 | 25.29 / 24.93 | 26.17 / 26.05 | 28.17 / 27.82 | 25.76 / 25.46 |
| 75 (10.63) | 26.67 / 26.37 | 23.48 / 23.27 | 24.56 / 24.49 | 26.34 / 26.02 | 23.81 / 23.60 |
| 10 (28.13) | 35.67 / 35.51 | 34.26 / 33.96 | 33.56 / 33.49 | 35.43 / 35.27 | 33.78 / 33.54 |
| 20 (22.11) | 32.78 / 32.55 | 30.68 / 30.27 | 30.37 / 30.29 | 32.48 / 32.25 | 30.39 / 30.06 |
| 25 (20.17) | 31.81 / 31.58 | 29.51 / 29.11 | 29.36 / 29.29 | 31.50/31.25 | 29.30 / 28.97 |
| 50 (14.15) | 28.70 / 28.48 | 25.92 / 25.67 | 26.34 / 26.29 | 28.33 / 28.10 | 25.95 / 25.71 |
| 75 (10.63) | 26.90 / 26.72 | 23.92 / 23.81 | 24.74 / 24.71 | 26.52 / 26.29 | 24.03 / 23.88 |