Table 2.
Extracted texture features.
| IHIST | GLCM* | GLGCM* | ISZFs |
|---|---|---|---|
| Mean | Mean/diff energy | Small gradient emphasis | Small zone emphasis |
| Variance | Mean/diff entropy | Large gradient emphasis | Large zone emphasis |
| Median | Mean/diff correlation | No homogeneity of gray | Gray intensity change |
| Maximum | Mean/diff contrast | No homogeneity of gradient | Zone size change |
| Minimum | Mean/diff homogeneity | Energy | Zone percentage |
| Up quarter value | Mean/diff variance | Mean of gray | High intensity emphasis |
| Down quarter value | Mean/diff mean | Mean of gradient | Low intensity small zone emphasis |
| Energy | Mean/diff inertia | Variance of gray | High intensity small zone emphasis |
| Entropy | Mean/diff cluster shade | Variance of gradient | Low intensity large zone emphasis |
| Skewness | Mean/diff cluster tendency | Correlation of gradient | High intensity large zone emphasis |
| Kurtosis | Mean/diff max probability | Entropy of gray | |
| Mean/diff inverse variance | Entropy of gradient | ||
| Mean/diff inverse difference moment | Mix entropy | ||
| Mean/diff sum mean | Inertia | ||
| Mean/diff sum entropy | Inverse difference moment | ||
| Mean/diff difference entropy |
IHIST, Intensity histogram texture; GLCM, gray level co-occurrence matrix; GLGCM, gray level gradient co-occurrence; ISZFs, Intensity size-zone variability features; diff, the extreme difference of feature.
128 GLCM features are constructed by 64 mean values and 64 extreme difference values. Similarly, 60 gray gradient features were extracted from GLGCM.