Research Article
Bound Alternative Direction Optimization for Image Deblurring
Table 1
Results of deblurring the Cameraman images.
| Algorithm | Time (seconds) | Iterations | MSE | ISNR | UNI | GAU | PSF | UNI | GAU | PSF | UNI | GAU | PSF | UNI | GAU | PSF |
| FISTA | 16.52 | 11.01 | 5.02 | 150 | 98 | 47 | 102.71 | 217.85 | 112.32 | 7.19 | 2.67 | 4.39 | SALSA | 0.80 | 2.17 | 1.72 | 4 | 8 | 6 | 90.40 | 214.41 | 109.25 | 7.80 | 2.75 | 4.52 | SBM | 0.95 | 2.53 | 1.50 | 4 | 8 | 6 | 90.40 | 214.36 | 109.25 | 7.80 | 2.75 | 4.52 | BADM | 1.44 | 3.28 | 1.55 | 4 | 9 | 6 | 85.42 | 212.29 | 105.18 | 8.05 | 2.78 | 4.66 |
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