Table 11 Noise analysis applied on different images and compared with recent literature.
Noise Type | Ratio | Metric | Proposed | |||||
|---|---|---|---|---|---|---|---|---|
Mandrill | Peppers | F16 | Mandrill | Peppers | F16 | |||
Occlusion Attack | 1/4 | PSNR | 7.677 | 7.283 | 6.176 | 10.425 | 10.537 | 10.450 |
MSE | 11101.20 | 12155.50 | 15685.60 | 6508.43 | 6570.40 | 6721.35 | ||
1/2 | PSNR | 6.493 | 6.328 | 5.183 | 12.558 | 12.151 | 12.116 | |
MSE | 14580.20 | 15144.30 | 19715.00 | 478.21 | 4856.10 | 4881.20 | ||
Gaussian Noise | 0.000001 | PSNR | 8.92697 | 8.10321 | 7.98535 | 7.861 | 7.840 | 7.562 |
MSE | 8324.98 | 10063.7 | 10340.6 | 9706.50 | 9970.20 | 9991.40 | ||
0.000007 | PSNR | 8.92697 | 8.10322 | 7.98535 | 8.052 | 8.082 | 7.852 | |
MSE | 8324.98 | 10063.7 | 10345.2 | 9126.10 | 9117.50 | 9198.60 | ||
Salt and Pepper | 0.01 | PSNR | 8.85161 | 8.05093 | 7.93526 | – | – | – |
MSE | 8470.71 | 10185.6 | 10460.6 | – | – | – | ||
0.1 | PSNR | 7.283 | 7.913 | 7.540 | – | – | – | |
MSE | 12155.50 | 10513.90 | 11456.60 | – | – | – | ||
