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. Author manuscript; available in PMC: 2020 Nov 27.
Published in final edited form as: IEEE Access. 2020 Aug 6;8:181590–181604. doi: 10.1109/access.2020.3014175

TABLE III:

Results for Dataset 1 (95 Train, 19 Validation)

Model MAE (mm) Hausdorff (mm) Dice Wound Dice Skin Inference time
CLAHE + AHRF 0.0904 11.553 0.750 0.9060 3–5 min
U-Net 0.1880 13.983 0.490 0.7950 40 msec
U-Net + CRF 0.1552 13.165 0.520 0.8900 2 sec
CLAHE + U-Net 0.1523 13.085 0.532 0.8901 50 msec
CLAHE + U-Net + CRF 0.1231 12.365 0.591 0.8903 2 sec
FCN 0.0681 10.791 0.7822 0.9410 41 msec
CLAHE + FCN 0.0777 11.136 0.7667 0.9378 51 msec
DeepLabV3 0.0783 11.164 0.7625 0.9352 56 msec
CLAHE + DeepLabV3 0.0811 11.220 0.7595 0.9320 66 msec