Class StochasticFractalDimensionImageFilter
java.lang.Object
org.itk.simple.ProcessObject
org.itk.simple.ImageFilter
org.itk.simple.StochasticFractalDimensionImageFilter
This filter computes the stochastic fractal dimension of the input
image.
The methodology is based on Mandelbrot's fractal theory and the
concept of fractional Brownian motion and yields images which have
been used for classification and edge enhancement.
This class which is templated over the input and output images as well
as a mask image type. The input is a scalar image, an optional
neighborhood radius (default = 2), and an optional mask. The mask can
be specified to decrease computation time since, as the authors point
out, calculation is time-consuming.
This filter was contributed by Nick Tustison and James Gee from the
PICSL lab, at the University of Pennsylvania as an paper to the
Insight Journal:
"Stochastic Fractal Dimension Image" https://doi.org/10.54294/ne109t
Nick Tustison
See:
 itk::simple::StochasticFractalDimension for the procedural interface
 itk::StochasticFractalDimensionImageFilter for the Doxygen on the original ITK class.
C++ includes: sitkStochasticFractalDimensionImageFilter.h
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Field SummaryFields inherited from class org.itk.simple.ProcessObjectswigCMemOwn
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Constructor SummaryConstructorsModifierConstructorDescriptionitk::simple::StochasticFractalDimensionImageFilter::StochasticFractalDimensionImageFilter() Default Constructor that takes no arguments and initializes default parametersprotectedStochasticFractalDimensionImageFilter(long cPtr, boolean cMemoryOwn) 
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Method SummaryModifier and TypeMethodDescriptionvoiddelete()virtual itk::simple::StochasticFractalDimensionImageFilter::~StochasticFractalDimensionImageFilter() DestructorImage itk::simple::StochasticFractalDimensionImageFilter::Execute(const Image &image, const Image &maskImage) Execute the filter on the input imageImage itk::simple::StochasticFractalDimensionImageFilter::Execute(const Image &image, const Image &maskImage) Execute the filter on the input imageprotected voidfinalize()protected static longgetName()std::string itk::simple::StochasticFractalDimensionImageFilter::GetName() const Name of this classstd::vector<unsigned int> itk::simple::StochasticFractalDimensionImageFilter::GetNeighborhoodRadius() const Manhattan radius used for evaluating the fractal dimension.voidsetNeighborhoodRadius(long value) Self& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius(unsigned int value) Set the values of the NeighborhoodRadius vector all to valuevoidsetNeighborhoodRadius(VectorUInt32 NeighborhoodRadius) Self& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius(unsigned int value) Set the values of the NeighborhoodRadius vector all to valueprotected static longtoString()std::string itk::simple::StochasticFractalDimensionImageFilter::ToString() const Print ourselves outMethods inherited from class org.itk.simple.ImageFiltergetCPtr, swigReleaseMethods inherited from class org.itk.simple.ProcessObjectabort, addCommand, debugOff, debugOn, getCPtr, getDebug, getGlobalDefaultCoordinateTolerance, getGlobalDefaultDebug, getGlobalDefaultDirectionTolerance, getGlobalDefaultNumberOfThreads, getGlobalDefaultThreader, getGlobalWarningDisplay, getNumberOfThreads, getNumberOfWorkUnits, getProgress, globalDefaultDebugOff, globalDefaultDebugOn, globalWarningDisplayOff, globalWarningDisplayOn, hasCommand, removeAllCommands, setDebug, setGlobalDefaultCoordinateTolerance, setGlobalDefaultDebug, setGlobalDefaultDirectionTolerance, setGlobalDefaultNumberOfThreads, setGlobalDefaultThreader, setGlobalWarningDisplay, setNumberOfThreads, setNumberOfWorkUnits, swigRelease
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Constructor Details- 
StochasticFractalDimensionImageFilterprotected StochasticFractalDimensionImageFilter(long cPtr, boolean cMemoryOwn) 
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StochasticFractalDimensionImageFilterpublic StochasticFractalDimensionImageFilter()itk::simple::StochasticFractalDimensionImageFilter::StochasticFractalDimensionImageFilter() Default Constructor that takes no arguments and initializes default parameters
 
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Method Details- 
getCPtr
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swigRelease
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finalizeprotected void finalize()- Overrides:
- finalizein class- ImageFilter
 
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deletepublic void delete()virtual itk::simple::StochasticFractalDimensionImageFilter::~StochasticFractalDimensionImageFilter() Destructor- Overrides:
- deletein class- ImageFilter
 
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setNeighborhoodRadiusSelf& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius(unsigned int value) Set the values of the NeighborhoodRadius vector all to value
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setNeighborhoodRadiuspublic void setNeighborhoodRadius(long value) Self& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius(unsigned int value) Set the values of the NeighborhoodRadius vector all to value
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getNeighborhoodRadiusstd::vector<unsigned int> itk::simple::StochasticFractalDimensionImageFilter::GetNeighborhoodRadius() const Manhattan radius used for evaluating the fractal dimension.
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getNamestd::string itk::simple::StochasticFractalDimensionImageFilter::GetName() const Name of this class- Overrides:
- getNamein class- ProcessObject
 
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toStringstd::string itk::simple::StochasticFractalDimensionImageFilter::ToString() const Print ourselves out- Overrides:
- toStringin class- ProcessObject
 
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execute
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execute
 
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