Research Article
Convolutional Neural Network Combined with Half-Quadratic Splitting Method for Image Restoration
Table 4
Experiment results of different algorithms for image deblurring (PSNR/(dB)).
| Dataset | | IDDBM3D | NCSR | MLP | Proposed | Gaussian blur with standard deviation 1.6 | Set3G | 2 | 30.72 | 30.78 | 30.53 | 31.03 | Set3C | 29.34 | 29.53 | 29.81 | 30.62 |
| Dataset | | EPLL | Proposed | Kernel 1 () | Set3G | 2.55 | 28.89 | 33.54 | Set3C | 29.00 | 34.26 | Set3G | 7.65 | 26.96 | 29.81 | Set3C | 23.47 | 29.94 |
| Dataset | | EPLL | Proposed | Kernel 2 () | Set3G | 2.55 | 30.98 | 33.33 | Set3C | 28.24 | 33.90 | Set3G | 7.65 | 26.65 | 29.47 | Set3C | 22.82 | 29.49 |
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