Table 1 Total feature set obtained in the process of feature extraction
Feature set | Feature | Feature set | Feature |
|---|---|---|---|
FOS | Mean Variance Standard deviation Kurtosis Skewness | LEM | MSS S5S5 MSS R5S5/S5R5 MSS R5R5 MAS E5L5/L5E5 MAS S5L5/L5S5 MAS R5L5/L5R5 MAS E5E5 MAS S5E5/E5S5 MAS R5E5/E5R5 MAS S5S5 MAS R5S5/S5R5 MAS R5R5 |
GLCM | Autocorrelation Contrast Cluster prominence Cluster shade Dissimilarity Energy Entropy Homogeneity Maximum probability Variance Sum average Sum variance Sum entropy Difference variance Difference entropy Information measure of correlation Normalized inverse difference moment | ||
Intensity | Intensity | ||
GLRLM | Short run emphasis Long run emphasis Grey level nonuniformity Run length nonuniformity Run percentage Low grey level run emphasis High grey level run emphasis Short run low grey level run emphasis Short run high grey level run emphasis Long run low grey level run emphasis Long run high grey level run emphasis | ||
LEM | MSS E5L5/L5E5 MSS S5L5/L5S5 MSS R5L5/L5R5 MSS E5E5 MSS S5E5/E5S5 MSS R5E5/E5R5 | ||
LBP | Basic LBP Uniform LBP |