TABLE I. Table Showing the Mean Error and Standard Deviation of Each Evaluation Metric.
| CC | MSE | PSNR | SSIM | Avg E.D. Error (mm) | Avg G.D. Error | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
|
| CaffeNet | 0.8137 | 0.1014 | 1085.1 | 584.8715 | 18.4963 | 2.5625 | 0.5327 | 0.1705 | 8.3558 | 4.4449 | 20.1427 | 19.1897 |
| GoogLeNet | 0.8378 | 0.1014 | 935.04 | 576.4873 | 19.3564 | 2.9482 | 0.5845 | 0.1775 | 7.1498 | 4.8049 | 15.7504 | 15.8088 |
| Inception v4 | 0.7911 | 0.099 | 1200.8 | 562.6443 | 17.9101 | 2.283 | 0.5023 | 0.1619 | 9.6816 | 5.6134 | 23.9151 | 21.6426 |
| NIN | 0.6734 | 0.1198 | 1935.4 | 701.686 | 15.6214 | 1.771 | 0.3646 | 0.1333 | 16.9835 | 7.5857 | 74.3866 | 65.9751 |
| ResNet | 0.7829 | 0.1094 | 1258.9 | 620.7798 | 17.7946 | 2.5017 | 0.4913 | 0.1811 | 8.6024 | 4.7808 | 26.4935 | 24.1246 |
| VGGNet | 0.8384 | 0.0955 | 928.51 | 546.3647 | 19.3142 | 2.8288 | 0.5824 | 0.174 | 7.1588 | 4.3919 | 14.9142 | 14.0342 |