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. 2016 Jan 17;2016:8934242. doi: 10.1155/2016/8934242

Table 1.

A categorization of feature descriptors commonly used in the computerized analysis of dermoscopic images.

Clinical features Feature descriptors References
Asymmetry Symmetry distance [37]
Lesion's centroid [38]

Border irregularity Fourier feature [39]
Fractal geometry [40]
Area and perimeter [38, 41, 42]
Irregularity index [43, 44]

Color variegation RGB statistical descriptors [38, 45]

Diameter Semimajor axis of the ellipse [38]

Other features Pattern analysis [38, 46, 47]
Wavelet-based descriptors [48]
Texture descriptors [49]
Intensity distribution descriptors [5]
Haralick descriptors [50]