Research Article
Patch Similarity Modulus and Difference Curvature Based Fourth-Order Partial Differential Equation for Image Denoising
Table 3
The MAE, PSNR, and MSSIM values of various methods for Barbara image at different noise levels.
| Denoising methods | | | | MAE | PSNR/dB | MSSIM | MAE | PSNR/dB | MSSIM | MAE | PSNR/dB | MSSIM |
| Noisy image | 7.9627 | 28.1610 | 0.7422 | 11.9505 | 24.6465 | 0.6106 | 15.9890 | 22.0845 | 0.5066 | PM model | 6.0790 | 29.9197 | 0.8618 | 7.6116 | 27.7438 | 0.7993 | 9.0417 | 26.0634 | 0.7375 | YK model | 5.7985 | 30.0974 | 0.8773 | 7.6439 | 27.5361 | 0.8092 | 9.1516 | 25.9920 | 0.7442 | SGH model | 5.5704 | 29.9815 | 0.8858 | 7.4781 | 27.3245 | 0.8034 | 8.7029 | 26.1157 | 0.7589 | AFOD filter | 5.5062 | 30.1102 | 0.8899 | 7.1269 | 27.7870 | 0.8296 | 8.5578 | 26.2541 | 0.7744 | Proposed algorithm | 4.6401 | 32.1058 | 0.9195 | 6.2267 | 29.3664 | 0.8684 | 7.6455 | 27.4558 | 0.8127 |
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