TABLE IV:

Results for Dataset 2 (263 Train, 53 Validation)

Model	MAE (mm)	Hausdorff (mm)	Dice Wound	Dice Skin	Inference time
CLAHE + AHRF	0.1072	11.969	0.706	0.8865	3–5 min
U-Net	0.1152	12.169	0.665	0.897	40 msec
U-Net + CRF	0.1147	12.156	0.667	0.897	2 sec
CLAHE + U-Net	0.1028	11.861	0.717	0.892	50 msec
CLAHE + U-Net + CRF	0.1023	11.848	0.716	0.895	2 sec
FCN	0.0645	10.907	0.8418	0.9342	41 msec
CLAHE + FCN	0.0744	11.356	0.8220	0.9262	51 msec
DeepLabV3	0.0662	10.949	0.8392	0.9330	56 msec
CLAHE + DeepLabV3	0.0720	11.318	0.8268	0.9278	66 msec