Research Article
Patch Similarity Modulus and Difference Curvature Based Fourth-Order Partial Differential Equation for Image Denoising
Table 2
The MAE, PSNR, and MSSIM values of various methods for Lena image at different noise levels.
| Denoising methods | | | | MAE | PSNR/dB | MSSIM | MAE | PSNR/dB | MSSIM | MAE | PSNR/dB | MSSIM |
| Noisy image | 7.9485 | 28.1560 | 0.6586 | 11.9441 | 24.6391 | 0.5173 | 15.9926 | 22.1030 | 0.4177 | PM model | 4.4802 | 32.1004 | 0.8791 | 5.7156 | 29.6271 | 0.8201 | 6.6985 | 28.1649 | 0.7824 | YK model | 4.5546 | 31.9244 | 0.8764 | 5.8983 | 29.5742 | 0.8193 | 6.9124 | 28.0922 | 0.7859 | SGH model | 4.0674 | 32.6232 | 0.9000 | 5.0498 | 30.8383 | 0.8676 | 5.9967 | 29.3215 | 0.8296 | AFOD filter | 4.0047 | 32.8565 | 0.9069 | 5.0549 | 30.8585 | 0.8698 | 6.0572 | 29.3669 | 0.8313 | Proposed algorithm | 3.7691 | 33.6100 | 0.9169 | 4.8358 | 31.2768 | 0.8769 | 5.7313 | 29.7595 | 0.8441 |
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