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