Tool NameTextural Features
Tool ID11
Library IDimagery_tools
Version1.0
Author(s)O.Conrad (c) 2016

Description

Textural features. This tool is based on the GRASS GIS implementation by Carmine Basco (r.texture).

References

Haralick, R.M.; Shanmugam, K.; Dinstein, I. (1973): Textural Features for Image Classification. IEEE Transactions on Systems, Man, and Cybernetics. SMC-3 (6): 610–621. online


Parameters

NameTypeIdentifierDescriptionConstraints
Input
Gridgrid, inputGRID
Output
Angular Second Momentgrid, output, optionalASM
Contrastgrid, output, optionalCONTRAST
Correlationgrid, output, optionalCORRELATION
Variancegrid, output, optionalVARIANCE
Inverse Diff Momentgrid, output, optionalIDM
Sum Averagegrid, output, optionalSUM_AVERAGE
Sum Entropygrid, output, optionalSUM_ENTROPY
Sum Variancegrid, output, optionalSUM_VARIANCE
Entropygrid, output, optionalENTROPY
Difference Variancegrid, output, optionalDIF_VARIANCE
Difference Entropygrid, output, optionalDIF_ENTROPY
Measure of Correlation-1grid, output, optionalMOC_1
Measure of Correlation-2grid, output, optionalMOC_2
Options
DirectionchoiceDIRECTIONAvailable Choices:
[0] all
[1] N-S
[2] NE-SW
[3] E-W
[4] SE-NW
Default: 0
Radiusinteger numberRADIUSkernel radius in cellsMinimum: 1
Default: 1
Distanceinteger numberDISTANCEThe distance between two samples.Minimum: 1
Default: 1
Maximum Number of Categoriesinteger numberMAX_CATSMinimum: 2
Default: 256