Table 1.
Reconstruction error for healthy subjects (N1 to N6). ID denotes an identifier key for a hyperspectral cube or its corresponding color fundus image, N is the number of iterations of the NMF algorithm, RMS is the root-mean-square residual, and D is the maximal change of either factor A or S.
| Normals | |||
|---|---|---|---|
| ID | N | RMS | D |
| N1 | 872 | 0.021399 | 0.00009994 |
| N2 | 1000 | 0.024398 | 0.00037733 |
| N3 | 1000 | 0.025532 | 0.00202895 |
| N4 | 1000 | 0.018980 | 0.00013366 |
| N5 | 1000 | 0.019192 | 0.00095528 |
| N6 | 1000 | 0.021270 | 0.00068574 |