GNU/Linux |
CentOS 5.4 |
|
![]() |
pgmtexture(1) |
![]() |
pgmtexture - calculate textural features on a PGM image
pgmtexture
[-d d]
[pgmfile]
This program is part of Netpbm(1).
pgmtexture reads a PGM image as input and calculates textural features based on spatial dependence matrices at 0, 45, 90, and 135 degrees for a distance d (default = 1).
Textural features include:
• |
Angular Second Moment |
|||
• |
Contrast |
|||
• |
Correlation |
|||
• |
Variance |
|||
• |
Inverse Difference Moment |
|||
• |
Sum Average |
|||
• |
Sum Variance |
|||
• |
Sum Entropy |
|||
• |
Entropy |
|||
• |
Difference Variance |
|||
• |
Difference Entropy |
|||
• |
Information Measures of Correlation |
|||
• |
Maximal Correlation Coefficient |
Algorithm taken from: Haralick, R.M., K. Shanmugam, and I. Dinstein. 1973. Textural features for image classification. IEEE Transactions on Systems, Man, and Cybertinetics, SMC-3(6):610-621.
The program can run incredibly slow for large images (larger than 64 x 64) and command line options are limited. The method for finding the Maximal Correlation Coefficient, which requires finding the second largest eigenvalue of a matrix Q, does not always converge.
pgm(1), pamsharpness(1), pamsharpmap(1), pgmedge(1), pgmminkowski(1)
Copyright (C) 1991 by Texas Agricultural Experiment Station, employer for hire of James Darrell McCauley.
![]() |
pgmtexture(1) | ![]() |