TABLE II.
VALIDATION RESULTS (F-SCORE) ON 200 2D FLUORESCENT IMAGES
|
d |
HDoG F-score |
LoG F-score |
HDoG vs. LoG p-value |
gLoG F-score |
HDoG vs. gLoG p-value |
HLoG F-score |
HDoG vs. HLoG p-value |
|---|---|---|---|---|---|---|---|
| 0 | 0.07 | 0.075 | 0.014- | 0.077 | 0.009- | 0.105 | 0.233= |
| 1 | 0.3 | 0.28 | 0.000+ | 0.317 | 0.009- | 0.395 | 0.350= |
| 2 | 0.586 | 0.471 | 0.000+ | 0.593 | 0.431= | 0.696 | 0.283= |
| 3 | 0.829 | 0.579 | 0.000+ | 0.796 | 0.002+ | 0.867 | 0.685= |
| 4 | 0.89 | 0.61 | 0.000+ | 0.834 | 0.000+ | 0.887 | 0.741= |
| 5 | 0.897 | 0.624 | 0.000+ | 0.837 | 0.000+ | 0.89 | 0.742= |
| 6 | 0.898 | 0.628 | 0.000+ | 0.838 | 0.000+ | 0.89 | 0.995= |
| 7 | 0.898 | 0.633 | 0.000+ | 0.838 | 0.000+ | 0.89 | 0.700= |
| 8 | 0.898 | 0.642 | 0.000+ | 0.838 | 0.000+ | 0.89 | 0.475= |
| 9 | 0.899 | 0.654 | 0.000+ | 0.838 | 0.000+ | 0.89 | 0.526= |
| 10 | 0.899 | 0.669 | 0.000+ | 0.838 | 0.000+ | 0.89 | 0.323= |
| 11 | 0.899 | 0.689 | 0.000+ | 0.838 | 0.000+ | 0.89 | 0.321= |
| 12 | 0.9 | 0.713 | 0.000+ | 0.838 | 0.000+ | 0.891 | 0.250= |
The normalizing factor γ =1 based on prior experiments. Details of the parameter settings are described in ). Paired T-tests were performed at a significance level of 0.05. + Statistically Outperformed; = Statistically Comparable; - Statistically Underperformed