Research Article

TISNet-Enhanced Fully Convolutional Network with Encoder-Decoder Structure for Tongue Image Segmentation in Traditional Chinese Medicine

Table 2

Description of the evaluation metrics.

Metric nameAbbr.RangeInterpretationCategory

Dice similarity coefficientDSC0–1Similarity between masksOverlap
Hausdorff distanceHD>0Longest Euclidean distance between mask contours (absolute error)Distance
Symmetric mean absoluteMSD>0Mean Euclidean distance between mask contours (mean error)Distance
Surface distance precisionPPV0–1Low values mean that the method tends to over segmentStatistical
SensitivityTPR0–1Low values mean that the method tends to under segmentStatistical
SpecificityTNR0–1Quality of segmented backgroundStatistical