Research Article

Segmentation of Melanoma Skin Lesion Using Perceptual Color Difference Saliency with Morphological Analysis

Table 2

Precision scores of comparative algorithms on ISBI 2016 and PH2 images.

AlgorithmISBI 2016PH2
AVEPSTDPAVEPSTDP

Otsu0.81340.24450.55570.3697
-means0.84200.20000.79040.3031
FCM0.84640.19790.74800.3261
Modified JSEG0.86810.23630.89840.2438
SWDOtsu0.84370.18830.91180.2388
PCAOtsu0.85930.16750.91410.2005
MCOtsu0.84940.12270.89690.1556
SSLSOtsu0.64390.21540.83180.2095
PCDSOtsu0.88230.20120.96170.0503
PCDS0.89110.11660.94990.0554