DimensionalityReduction-ica
otbcli_DimensionalityReduction
DimensionalityReduction (ica)
Image Filtering
Perform Dimension reduction of the input image.
ParameterRaster
in
Input Image
The input image to apply dimensionality reduction.
False
OutputRaster
out
Output Image
output image. Components are ordered by decreasing eigenvalues.
OutputRaster
outinv
Inverse Output Image
reconstruct output image.
ParameterSelection
method
Algorithm
Selection of the reduction dimension method.
ica
0
False
ParameterNumber
method.ica.iter
number of iterations
20
True
ParameterNumber
method.ica.mu
Give the increment weight of W in [0, 1]
1
True
ParameterNumber
nbcomp
Number of Components.
Number of relevant components kept. By default all components are kept.
0
True
ParameterBoolean
normalize
Normalize.
center AND reduce data before Dimensionality reduction.
True
True
OutputFile
outmatrix
Transformation matrix output (text format)
Filename to store the transformation matrix (csv format)