Table 2.
List of features used in the classifier.
Feature | Description | |
---|---|---|
1 | Attenuation coefficients (mean) | Mean value of attenuation coefficient |
2 | Attenuation coefficients (std) | Standard deviation of attenuation coefficient |
3 | Penetration depth (mean) | Mean value of penetration depth |
4 | Penetration depth (std) | Standard deviation of penetration depth |
5 | Std filter value (mean) | Mean value of standard deviation filtering results |
6 | Std filter value (std) | Standard deviation value of standard deviation filtering results |
7 | Range filter (mean) | Mean value of range filtering results |
8 | Range filter (std) | Standard deviation value of range filtering results |
9 | Entropy | Entropy of the pixel values |
10 | Coarseness (TCN) | Coarseness analysis of texture code number |
11 | Homogeneity (TCN) | Homogeneity feature of texture code number |
12 | Contrast (GLCM) | Contrast feature from GLCM |
13 | Energy (GLCM) | Energy feature from GLCM |
14 | Distance to surface | The distance between the center of the layer and the surface |
15 | Skewness | Skewness within the whole layer |
16 | Kurtosis | Kurtosis within the whole layer |