Table 2 List of features per class
Feature class | No of the features extracted | Total | ||||
|---|---|---|---|---|---|---|
Shape | 7 | |||||
GLCM | Directions (θ) | 00 | 22 | 88 | 152 | 7455 |
450 | 22 | |||||
900 | 22 | |||||
1350 | 22 | |||||
GLDM | 00 | 5 | 20 | |||
450 | 5 | |||||
900 | 5 | |||||
1350 | 5 | |||||
GLRLM | 00 | 11 | 44 | |||
450 | 11 | |||||
900 | 11 | |||||
1350 | 11 | |||||
WPT-GLCM | WPT family (Level = 2) | db1 | 88*16 | 1408 | 4224 | |
db2 | 88*16 | 1408 | ||||
db3 | 88*16 | 1408 | ||||
WPT-GLDM | db1 | 20*16 | 320 | 960 | ||
db2 | 20*16 | 320 | ||||
db3 | 20*16 | 320 | ||||
WPT-GLRLM | db1 | 44*16 | 704 | 2112 | ||
db2 | 44*16 | 704 | ||||
db3 | 44*16 | 704 | ||||