Table 3. Segmentation performance of different possible combinations of three enhancement methods (LP, WL, FR) and three segmentation methods (GC, TV, LS) on the STARE dataset.
Enhancement | Segmentation | Se | Sp | Acc | AUC | Seg. Time (s) | Entire Time (s) |
---|---|---|---|---|---|---|---|
LP | GC | 0.786 | 0.975 | 0.951 | 0.881 | 0.5 | 3.5 |
TV | 0.777 | 0.960 | 0.945 | 0.869 | 15.2 | 18.2 | |
LS | 0.775 | 0.950 | 0.937 | 0.863 | 18.7 | 21.7 | |
WL | GC | 0.640 | 0.985 | 0.960 | 0.813 | 0.5 | 4.5 |
TV | 0.634 | 0.967 | 0.948 | 0.800 | 15.2 | 19.2 | |
LS | 0.620 | 0.960 | 0.943 | 0.792 | 18.7 | 22.7 | |
FR | GC | 0.626 | 0.976 | 0.951 | 0.801 | 0.5 | 18.5 |
TV | 0.423 | 0.995 | 0.912 | 0.709 | 15.2 | 33.2 | |
LS | 0.633 | 0.964 | 0.938 | 0.799 | 18.7 | 36.7 |