Table 1. Structural similarity index of the 3D profile map and the optical properties map for all the validation dataset.
Structural similarity index (SSIM) | ||||
---|---|---|---|---|
Full image | Spatial frequency | SSOP Filtering | SSOP DL Conv 7 × 1 | SSOP DL Conv 7 × 7 |
3D Profile | 0.1 mm-1 | 0.44 ± 0.16 | 0.49 ± 0.17 | 0.50 ± 0.16 |
0.2 mm-1 | 0.47 ± 0.15 | 0.50 ± 0.16 | 0.51 ± 0.16 | |
0.3 mm-1 | 0.47 ± 0.15 | 0.51 ± 0.15 | 0.52 ± 0.15 | |
0.4 mm-1 | 0.48 ± 0.15 | 0.51 ± 0.15 | 0.52 ± 0.15 | |
Absorption | 0.1 mm-1 | 0.96 ± 0.02 | 0.98 ± 0.03 | 0.98 ± 0.01 |
0.2 mm-1 | 0.98 ± 0.01 | 0.98 ± 0.03 | 0.98 ± 0.01 | |
0.3 mm-1 | 0.97 ± 0.02 | 0.97 ± 0.03 | 0.98 ± 0.02 | |
0.4 mm-1 | 0.96 ± 0.02 | 0.96 ± 0.03 | 0.97 ± 0.02 | |
Reduced scattering | 0.1 mm-1 | 0.75 ± 0.08 | 0.84 ± 0.07 | 0.86 ± 0.06 |
0.2 mm-1 | 0.75 ± 0.07 | 0.81 ± 0.08 | 0.83 ± 0.06 | |
0.3 mm-1 | 0.71 ± 0.08 | 0.76 ± 0.09 | 0.78 ± 0.07 | |
0.4 mm-1 | 0.67 ± 0.10 | 0.71 ± 0.10 | 0.74 ± 0.09 |