Table 3 SSIM of integer wavelet transform and singular value decomposition.
Attack | DFT | DCT | DWT | LWT | IWT | DWT + DFT | DWT + DCT |
|---|---|---|---|---|---|---|---|
Gaussian noise with 0.01 mean & 0.002 variance | 0.2726 | 0.2489 | 0.1846 | 0.1699 | 0.0409 | 0.1853 | 0.19 |
Gaussian noise with 0.0 mean &0.001 variance | 0.264 | 0.2384 | 0.282 | 0.2463 | 0.0554 | 0.2759 | 0.2782 |
Gaussian noise with 0.01 mean & 0.005 variance | 0.1347 | 0.1266 | 0.1058 | 0.1035 | 0.0241 | 0.1071 | 0.1097 |
Speckle noise 0.02 | 0.0818 | 0.078 | 0.1043 | 0.0947 | 0.0211 | 0.1048 | 0.1041 |
Speckle noise 0.01 | 0.1279 | 0.1199 | 0.1614 | 0.1439 | 0.0306 | 0.1651 | 0.1671 |
Speckle noise 0.015 | 0.0999 | 0.0959 | 0.1272 | 0.1155 | 0.0263 | 0.1278 | 0.1309 |
Salt and Pepper noise 0.02 | 0.1882 | 0.1834 | 0.1763 | 0.1737 | 0.056 | 0.1733 | 0.1748 |
Salt and Pepper noise 0.01 | 0.3621 | 0.3513 | 0.3546 | 0.3028 | 0.1157 | 0.338 | 0.3556 |
Salt and Pepper noise 0.005 | 0.5544 | 0.5616 | 0.5677 | 0.5072 | 0.2347 | 0.5447 | 0.5491 |
Poisson Noise | 0.167 | 0.1159 | 0.1889 | 0.1692 | 0.0381 | 0.1908 | 0.1955 |
Attack | DWT + SVD | LWT + DCT | LWT + SVD | IWT + DCT | IWT + SVD | Proposed |
|---|---|---|---|---|---|---|
Gaussian noise with 0.01 mean & 0.002 variance | 0.7765 | 0.1711 | 0.7147 | 0.039 | 0.5011 | 0.9752 |
Gaussian noise with 0.0 mean &0.001 variance | 0.8584 | 0.2402 | 0.8351 | 0.0592 | 0.6324 | 0.9735 |
Gaussian noise with 0.01 mean & 0.005 variance | 0.585 | 0.1031 | 0.4916 | 0.023 | 0.3297 | 0.9106 |
Speckle noise 0.02 | 0.5398 | 0.0949 | 0.4473 | 0.0179 | 0.3125 | 0.9036 |
Speckle noise 0.01 | 0.6708 | 0.1422 | 0.5908 | 0.032 | 0.3953 | 0.9404 |
Speckle noise 0.015 | 0.5857 | 0.1124 | 0.5079 | 0.0205 | 0.122 | 0.9172 |
Salt and Pepper noise 0.02 | 0.5465 | 0.1675 | 0.4737 | 0.0531 | 0.2899 | 0.9071 |
Salt and Pepper noise 0.01 | 0.7058 | 0.317 | 0.6395 | 0.1184 | 0.3974 | 0.9529 |
Salt and Pepper noise 0.005 | 0.8102 | 0.5159 | 0.7951 | 0.2437 | 0.58 | 0.9748 |
Poisson Noise | 0.7572 | 0.1733 | 0.6927 | 0.0396 | 0.4859 | 0.9734 |