TABLE II.
Quantitative Measurements of the Proposed Reconnection Method on Gaps From the Automatic Segmentation Results
Datasets | Methods | Gap sizes | Iterations | Sensitivity |
Specificity |
DC |
MCC |
||||
---|---|---|---|---|---|---|---|---|---|---|---|
BP | AP | BP | AP | BP | AP | BP | AP | ||||
DRIVE | Soares [23] | 5 × 5 ≤ λ ≤ 13 × 13 | 2 | 0.7097 | 0.7311 | 0.9994 | 0.9988 | 0.8194 | 0.8273 | 0.8261 | 0.8310 |
Corneal Nerve Fiber | LADOS [9] | 4 × 4 ≤ λ ≤ 36 × 36 | 2 | 0.7261 | 0.7887 | 0.9974 | 0.9953 | 0.7486 | 0.7520 | 0.7550 | 0.7565 |
DRIVE & IOSTAR Patches | BIMSO [47] | 3 × 3 ≤ λ ≤ 14 × 14 | 2 | 0.8660 | 0.9038 | 0.9998 | 0.9990 | 0.9221 | 0.9364 | 0.9235 | 0.9357 |
BP: Before processing; AP: After processing; SR: Success rate; DC: Dice coefficient; MCC: Matthews correlation coefficient.