Model | Extracted features |
---|---|
SGLCM [F1-F14] | ‘ASM’, ‘Contrast’, ‘Correlation’, ‘Sum_Squares’, ‘Inverse_Diff_Moment’, ‘Sum_Average’, ‘Sum_Variance’, ‘Sum_Entropy’, ‘Entropy’, ‘Diff_Variance’, ‘Diff_Entropy’, ‘Info_Measure1’, ‘Info_Measure2’, ‘Max_Corr_Coff’ |
Gray level difference statistics (GLDS) [F15-F19] | ‘Homogeneity’, ‘Contrast’, ‘Mean’, ‘Energy’, ‘Entropy’ |
First order statistical (FOS) [F20-F23] | ‘Mean’, ‘Variance’, ‘Skewness’, ‘Kurtosis’ |
Statistical feature matrix (SFM) [F24-F27] | ‘Mean’, ‘Variance’, ‘Skewness’, ‘Kurtosis’ |
Law’s texture energy measures (LTEM) [F28-F41] | ‘EE’, ‘SS’, ‘WW’, ‘RR’, ‘EL’, ‘SL’, ‘WL’, ‘RL’, ‘SE’, ‘WE’, ‘RE’, ‘WS’, ‘RS’, ‘RW’ |
Fractal [F42-F43] | ‘H1’, ‘H2’ |
Fourier power spectrum (FPS) [F44-F45] | ‘Sr’, ‘Stheta’ |