Table 2.
Objective evaluation results of the proposed method using different network architectures.
| Metric | Halved feature maps | Doubled feature maps | Reduced layers | Increased layers | Original architecture |
|---|---|---|---|---|---|
| Q MI | 0.5633 | 0.6471 | 0.5990 | 0.6395 | 0.6362 |
| Q P | 0.6015 | 0.7133 | 0.6319 | 0.7109 | 0.7098 |
| Q Y | 0.8564 | 0.8943 | 0.8664 | 0.8899 | 0.8925 |
| Q CB | 0.4748 | 0.4941 | 0.4841 | 0.4906 | 0.4908 |
| VIF | 0.7855 | 0.8728 | 0.8033 | 0.8696 | 0.8682 |