Research Article
The Nonsubsampled Contourlet Transform Based Statistical Medical Image Fusion Using Generalized Gaussian Density
Table 1
Objective evaluation results of the four different metrics for CT and MRI images.
| ā | Index | DWT | GP | PCA | GF | CT | NSCT-1 | NSCT-2 | Proposed |
| Figure 5 | MI | 1.274 | 1.279 | 1.365 | 1.279 | 1.324 | 1.450 | 1.490 | 1.891 | EN | 5.008 | 4.843 | 4.050 | 5.107 | 5.183 | 4.978 | 5.371 | 5.675 | SF | 33.22 | 31.08 | 20.52 | 29.83 | 27.67 | 23.52 | 33.41 | 34.86 | | 0.509 | 0.577 | 0.369 | 0.592 | 0.592 | 0.568 | 0.593 | 0.596 |
| Figure 6 | MI | 3.077 | 2.521 | 3.663 | 2.729 | 3.831 | 3.916 | 3.949 | 3.962 | EN | 5.125 | 4.851 | 4.340 | 5.578 | 6.300 | 6.414 | 6.473 | 6.469 | SF | 22.79 | 19.84 | 19.04 | 20.29 | 29.87 | 30.15 | 30.27 | 31.41 | | 0.618 | 0.694 | 0.665 | 0.682 | 0.682 | 0.694 | 0.699 | 0.703 |
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