Research Article
Segmentation of Brain MRI Using SOM-FCM-Based Method and 3D Statistical Descriptors
Table 2
Feature set extracted from 3D image.
| Index | Feature | Index | Feature |
| 3D Haralick (Textural) |
| 1 | Energy | 7 | Sum average | 2 | Entropy | 8 | Dissimilarity | 3 | Correlation | 9 | Cluster shade | 4 | Contrast | 10 | Cluster tendency | 5 | Homogeneity | 11 | Maximum probability | 6 | Variance | 12 | Difference variance |
| Local histogram |
| 13 | Central voxel Intensity | | | 14 | Intensity mean | | | 15 | Intensity variance | | |
| Local histogram |
| 16 | Mean intensity | 20 | Skewness | 17 | Intensity variance | 21 | Kurtosis | 18 | Energy | 22 | Maximum probability intensity | 19 | Entropy | | |
| Image histogram |
| 23 | Intensity probability | | |
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