Table 2. Segmentation performance of different possible combinations of three enhancement methods (LP, WL, FR) and three segmentation methods (GC, TV, LS) on the DRIVE dataset.
Enhancement | Segmentation | Se | Sp | Acc | AUC | Seg. Time (s) | Entire Time (s) |
---|---|---|---|---|---|---|---|
LP | GC | 0.744 | 0.978 | 0.953 | 0.861 | 0.6 | 4.6 |
TV | 0.702 | 0.949 | 0.930 | 0.816 | 16.1 | 20.1 | |
LS | 0.679 | 0.924 | 0.921 | 0.802 | 22.1 | 26.1 | |
WL | GC | 0.744 | 0.923 | 0.921 | 0.833 | 0.6 | 5.6 |
TV | 0.687 | 0.930 | 0.912 | 0.800 | 16.1 | 21.1 | |
LS | 0.691 | 0.934 | 0.914 | 0.805 | 22.1 | 27.1 | |
FR | GC | 0.667 | 0.921 | 0.881 | 0.776 | 0.6 | 20.6 |
TV | 0.722 | 0.921 | 0.893 | 0.807 | 16.1 | 36.1 | |
LS | 0.694 | 0.939 | 0.927 | 0.811 | 22.1 | 42.1 |