Table 4. Segmentation performance of different possible combinations of three enhancement methods (LP, WL, FR) and three segmentation methods (GC, TV, LS) on the ARIA dataset.
Enhancement | Segmentation | Se | Sp | Acc | AUC | Seg. Time (s) | Entire Time (s) |
---|---|---|---|---|---|---|---|
LP | GC | 0.751 | 0.930 | 0.920 | 0.841 | 0.6 | 4.6 |
TV | 0.712 | 0.921 | 0.919 | 0.817 | 16.5 | 20.5 | |
LS | 0.677 | 0.924 | 0.921 | 0.801 | 22.9 | 26.9 | |
WL | GC | 0.736 | 0.920 | 0.912 | 0.830 | 0.6 | 5.6 |
TV | 0.689 | 0.922 | 0.916 | 0.802 | 16.5 | 21.5 | |
LS | 0.695 | 0.929 | 0.928 | 0.811 | 22.9 | 27.9 | |
FR | GC | 0.717 | 0.934 | 0.921 | 0.776 | 0.6 | 19.7 |
TV | 0.712 | 0.893 | 0.921 | 0.807 | 16.5 | 35.6 | |
LS | 0.694 | 0.927 | 0.939 | 0.811 | 22.9 | 42.0 |