Table 7 Effect of preprocessing on the performance of proposed skin lesion segmentation system.
From: Melanoma segmentation using deep learning with test-time augmentations and conditional random fields
Method | Model | Jaccard index |
|---|---|---|
With preprocessing | UNet | 82.84 |
ResUNet | 79.34 | |
ResUNet++ | 82.45 | |
Without preprocessing | UNet | 81.39 |
ResUNet | 79.15 | |
ResUNet++ | 81.88 |
