Table 2. Performance of multiple vessel segmentation methods using the STARE dataset (i.e., the first manually segmented dataset).
Method | Sensitivity | Accuracy | Specificity |
---|---|---|---|
Martinez-Perez et al. [21] | 0.7506 | 0.9410 | 0.9569 |
Fraz et al. [22] | 0.7311 | 0.9442 | 0.9681 |
Mendonca et al.[23] | 0.6996 | 0.9440 | 0.9730 |
Hoover et al. [17] | 0.6751 | 0.9267 | 0.9567 |
Zhang et al. [18] | 0.7171 | 0.9483 | 0.9753 |
Li et al. [24] | 0.7191 | 0.9407 | 0.9687 |
Soares et al. [9] | 0.7103 | 0.9480 | 0.9737 |
You et al. [11] | 0.7260 | 0.9497 | 0.9756 |
Fraz et al. [19] | 0.7548 | 0.9534 | 0.9763 |
Staal et al. [16] | 0.6970 | 0.9516 | 0.9810 |
Ricci et al. [25] | - | 0.9584 | - |
Marin et al. [26] | 0.6944 | 0.9526 | 0.9819 |
Proposed Method | 0.7769 | 0.9364 | 0.9550 |