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

Table 6

Overall performance scores of comparative algorithms.

Algorithm	Precision_MCV	Recall_MCV	Accuracy_MCV	Dice_MCV	Utility
Otsu	0.5475 (10)	0.7152 (10)	0.8975 (9)	0.5905 (10)	0.6877 (10)
-means	0.7017 (7)	0.8226 (6)	0.9412 (5)	0.7382 (8)	0.8009 (6)
FCM	0.6820 (9)	0.8228 (7)	0.9485 (4)	0.7124 (9)	0.7914 (7)
Modified JSEG	0.7281 (6)	0.7389 (8)	0.8357 (10)	0.7397 (7)	0.7606 (9)
SWDOtsu	0.7607 (5)	0.7262 (9)	0.8992 (8)	0.7694 (5)	0.7889 (8)
PCAOtsu	0.7949 (4)	0.8829 (5)	0.9464 (3)	0.8303 (3)	0.8636 (4)
MCOtsu	0.8434 (3)	0.9327 (2)	0.9665 (2)	0.8846 (2)	0.9068 (2)
SSLSOtsu	0.6999 (8)	0.9128 (3)	0.9122 (7)	0.7485 (6)	0.8184 (5)
PCDSOtsu	0.8452 (2)	0.8953 (4)	0.9229 (6)	0.8202 (4)	0.8709 (3)
PCDS	0.8994 (1)	0.9663 (1)	0.9771 (1)	0.9432 (1)	0.9465 (1)