Table 2 NCC 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 | 0.9953 | 0.9948 | 0.9887 | 0.9877 | 0.8932 | 0.9886 | 0.9888 |
Gaussian noise with 0.0 mean &0.001 variance | 0.996 | 0.9953 | 0.9946 | 0.9939 | 0.9281 | 0.9946 | 0.9946 |
Gaussian noise with 0.01 mean & 0.005 variance | 0.9868 | 0.9857 | 0.9701 | 0.9699 | 0.8412 | 0.9702 | 0.9705 |
Speckle noise 0.02 | 0.9674 | 0.9659 | 0.9655 | 0.9657 | 0.8437 | 0.9666 | 0.9671 |
Speckle noise 0.01 | 0.9842 | 0.9827 | 0.9835 | 0.9822 | 0.8791 | 0.9833 | 0.9836 |
Speckle noise 0.015 | 0.9759 | 0.9742 | 0.9742 | 0.9736 | 0.8558 | 0.9747 | 0.9753 |
Salt and Pepper noise 0.02 | 0.9786 | 0.9781 | 0.9639 | 0.972 | 0.9027 | 0.9633 | 0.9638 |
Salt and Pepper noise 0.01 | 0.9892 | 0.9887 | 0.9816 | 0.9839 | 0.9432 | 0.9803 | 0.9815 |
Salt and Pepper noise 0.005 | 0.9942 | 0.9942 | 0.9901 | 0.992 | 0.9697 | 0.9895 | 0.9904 |
Poisson Noise | 0.9905 | 0.9895 | 0.9885 | 0.9873 | 0.894 | 0.9882 | 0.9887 |
Attack | DWT + SVD | LWT + DCT | LWT + SVD | IWT + DCT | IWT + SVD | Proposed |
|---|---|---|---|---|---|---|
Gaussian noise with 0.01 mean & 0.002 variance | 0.9991 | 0.9875 | 0.9984 | 0.8917 | 0.9936 | 0.9992 |
Gaussian noise with 0.0 mean &0.001 variance | 0.9996 | 0.9938 | 0.9994 | 0.9284 | 0.9974 | 0.9994 |
Gaussian noise with 0.01 mean & 0.005 variance | 0.9965 | 0.9693 | 0.9947 | 0.8399 | 0.9807 | 0.9973 |
Speckle noise 0.02 | 0.9957 | 0.965 | 0.9934 | 0.8424 | 0.9772 | 0.9967 |
Speckle noise 0.01 | 0.9982 | 0.9815 | 0.9971 | 0.8804 | 0.9885 | 0.999 |
Speckle noise 0.015 | 0.9969 | 0.973 | 0.9953 | 0.681 | 0.9825 | 0.9979 |
Salt and Pepper noise 0.02 | 0.9963 | 0.9718 | 0.9943 | 0.9035 | 0.978 | 0.9971 |
Salt and Pepper noise 0.01 | 0.9986 | 0.985 | 0.9978 | 0.9446 | 0.9888 | 0.9991 |
Salt and Pepper noise 0.005 | 0.9995 | 0.992 | 0.9987 | 0.9703 | 0.9958 | 0.999 |
Poisson Noise | 0.999 | 0.9876 | 0.9983 | 0.8962 | 0.9932 | 0.9993 |