Table 1. Euclidean Distance between the estimated stain matrix and the ground truth.
Colon Dataset | Breast Dataset | Lung Dataset | Median | |||||
---|---|---|---|---|---|---|---|---|
H | E | H | E | H | E | H | E | |
Proposed | 0.0623 | 0.0871 | 0.0537 | 0.0585 | 0.1377 | 0.0779 | 0.0592 | 0.085 |
Macenko et al. [11] | 0.0774 | 0.2002 | 0.1202 | 0.0488 | 0.0936 | 0.9949 | 0.0971 | 0.4146 |
Ruifrok and Johnston [10] | 0.1980 | 0.2017 | 0.2201 | 0.3150 | 0.1826 | 0.1917 | 0.2002 | 0.2361 |
BCD [13] | 0.3789 | 0.3282 | 0.4027 | 0.3606 | 0.3897 | 0.3655 | 0.3905 | 0.3514 |
ICA [12] | 0.2795 | 0.3349 | 0.5219 | 0.5607 | 0.4081 | 1.2451 | 0.4032 | 0.7136 |
Median | 0.198 | 0.2017 | 0.2201 | 0.315 | 0.1826 | 0.3655 | — | — |