From: Structure-based level set method for automatic retinal vasculature segmentation
Dataset | Method | Se | Sp | Ppv | Npv | Acc | κ | |
---|---|---|---|---|---|---|---|---|
DRIVE | Unsupervised | PBLS[24] | 0.7754 | 0.9348 | 0.6403 | 0.9655 | 0.9140 | 0.6494 |
Jiang et al.[12] | - | - | - | - | 0.9212 | - | ||
Martinez-Perez et al.[13] | 0.7246 | 0.9655 | - | - | 0.9344 | - | ||
Proposed | 0.7704 | 0.9613 | 0.7460 | 0.9658 | 0.9365 | 0.7198 | ||
Budai et al.[17] | 0.6440 | 0.9870 | - | - | 0.9572 | - | ||
Supervised | Staal et al.[16] | 0.7194 | 0.9773 | - | - | 0.9442 | - | |
Marin et al.[14] | 0.7067 | 0.9801 | 0.8433 | 0.9582 | 0.9452 | - | ||
Soares et al.[15] | 0.7283 | 0.9788 | - | - | 0.9466 | - | ||
Ours | Unsupervised | PBLS[24] | 0.6600 | 0.9482 | 0.4380 | 0.9804 | 0.9328 | 0.4754 |
Proposed | 0.5179 | 0.9810 | 0.6042 | 0.9737 | 0.9567 | 0.5192 | ||
STARE | Unsupervised | PBLS[24] | 0.8268 | 0.9117 | 0.5227 | 0.9803 | 0.9035 | 0.5822 |
Hoover et al.[11] | 0.6751 | 0.9567 | - | - | 0.9267 | - | ||
Martinez-Perez et al.[13] | 0.7506 | 0.9569 | - | - | 0.9410 | - | ||
Proposed | 0.6926 | 0.9726 | 0.7633 | 0.9656 | 0.9441 | 0.6779 | ||
Supervised | Soares et al.[15] | 0.7103 | 0.9737 | - | - | 0.9480 | - | |
Staal et al.[16] | 0.6970 | 0.9810 | - | - | 0.9516 | - | ||
Marin et al.[14] | 0.6944 | 0.9819 | - | - | 0.9526 | - |