Skip to main content
. 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 V:

Results for Dataset 3 (1201 Train, 241 Validation)

Model MAE (mm) Hausdorff (mm) Dice Wound Dice Skin Inference time
CLAHE + AHRF 0.1235 12.377 0.6287 0.9016 3–5 min
U-Net 0.0832 11.372 0.733 0.9506 40 msec
U-Net + CRF 0.0830 11.369 0.734 0.9506 2 sec
CLAHE + U-Net 0.0875 11.479 0.7200 0.9474 50 msec
CLAHE + U-Net + CRF 0.0878 11.486 0.719 0.9473 2 sec
FCN 0.0464 10.092 0.8518 0.9532 41 msec
CLAHE + FCN 0.0559 10.878 0.8357 0.9518 51 msec
DeepLabV3 0.0379 9.764 0.8554 0.9617 56 msec
CLAHE + DeepLabV3 0.0534 10.631 0.8390 0.9578 66 msec