From: A robust anisotropic diffusion filter with low arithmetic complexity for images
Methods | Test image | NI | Noise type − S&P Noise % − 20 | Noise type − S&P Noise % − 70 | Noise type-GN + S&P Noise % − 0.1 + 20 | Noise type-GN + S&P Noise % − 0.1 + 70 | ||||
---|---|---|---|---|---|---|---|---|---|---|
PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | |||
RF λ = 0.25 | Cameraman | 5 | 19.413 | 0.8673 | 12.5457 | 0.7796 | 16.906 | 0.8159 | 12.4372 | 0.7782 |
Lena | 5 | 20.4622 | 0.9693 | 12.6513 | 0.8751 | 12.9513 | 0.8622 | 13.0337 | 0.8639 | |
Pepper | 5 | 19.7905 | 0.9622 | 13.2004 | 0.8719 | 17.2988 | 0.9096 | 12.9513 | 0.8622 | |
AMD λ = 0.25 | Cameraman | 5 | 26.079 | 0.9958 | 20.5091 | 0.8927 | 19.178 | 0.8270 | 19.7392 | 0.8033 |
Lena | 5 | 28.7007 | 0.9964 | 18.0798 | 0.9520 | 16.4546 | 0.8962 | 18.2120 | 0.9057 | |
Pepper | 5 | 28.6385 | 0.9923 | 18.6443 | 0.9462 | 19.5751 | 0.9199 | 16.4546 | 0.8962 | |
AADF λ = 0.25 | Cameraman | 1 | 40.1719 | 0.9997 | 28.7566 | 0.9967 | 14.4454 | 0.8380 | 10.5868 | 0.7873 |
Lena | 1 | 41.9936 | 0.9999 | 26.0650 | 0.9975 | 15.9324 | 0.9441 | 9.3239 | 0.8923 | |
Pepper | 1 | 42.2684 | 0.9999 | 31.4408 | 0.9999 | 14.4793 | 0.9380 | 10.8085 | 0.9021 | |
FORADF λ = 0.25 | Cameraman | 5 | 34.8502 | 0.9997 | 24.4484 | 0.9947 | 19.2064 | 0.8296 | 17.6850 | 0.8265 |
Lena | 5 | 37.7526 | 0.9998 | 27.0534 | 0.9962 | 18.1284 | 0.9212 | 19.9176 | 0.9315 | |
Pepper | 5 | 37.5130 | 0.9998 | 25.5219 | 0.9942 | 19.5065 | 0.9260 | 18.1284 | 0.9212 | |
FORADF λ = 1 | Cameraman | 5 | 28.1563 | 0.9925 | 23.916 | 0.9771 | 20.080 | 0.8377 | 18.822 | 0.8328 |
Lena | 5 | 31.2451 | 0.9990 | 26.2455 | 0.9951 | 19.3510 | 0.9271 | 20.5072 | 0.9381 | |
Pepper | 5 | 31.7647 | 0.9986 | 25.1724 | 0.9883 | 20.7433 | 0.9342 | 19.3510 | 0.9271 |