Table 8 Effect of postprocessing technique on the performance of proposed skin lesion segmentation system.
From: Melanoma segmentation using deep learning with test-time augmentations and conditional random fields
Model | Normal | CRF | TTA | CRF-TTA |
|---|---|---|---|---|
UNet | 83.84 | 83.94 | 84.59 | 84.60 |
ResUNet | 80.34 | 80.59 | 80.89 | 81.07 |
ResUNet++ | 82.45 | 82.44 | 82.43 | 82.44 |