Research Article

Macroscopic Rock Texture Image Classification Using a Hierarchical Neuro-Fuzzy Class Method

Table 1

Attributes used to determine the image texture.

Attribute NumberDescription

1Hurst coefficient for gray scale
2 Red channel
3 Green channel
4 Blue channel

5SVC for gray scale
6 Red channel
7 Green channel
8 Blue channel

9Entropy of the image for gray scale
10 Red Channel
11 Green Channel
12 Blue channel

13 Highest value of the contrastDescriptor found in the cooccurrence matrix
14 Area of the contrast
15 Highest value of the correlation
16 Area of the correlation
17 Highest value of the energy
18 Area of the energy
19 Highest value of the entropy
20 Value of the distance where was found the highest value of the entropy
21 Area of the entropy
22 Highest value of the homogeneity
23 Area of the homogeneity