Package org.itk.simple
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://hdl.handle.net/1926/1525 https://www.insight-journal.org/browse/publication/318
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 Summary
Fields inherited from class org.itk.simple.ProcessObject
swigCMemOwn
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Constructor Summary
ConstructorsModifierConstructorDescriptionitk::simple::StochasticFractalDimensionImageFilter::StochasticFractalDimensionImageFilter() Default Constructor that takes no arguments and initializes default parametersprotected
StochasticFractalDimensionImageFilter
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Method Summary
Modifier and TypeMethodDescriptionvoid
delete()
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 void
finalize()
protected static long
getName()
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.void
setNeighborhoodRadius
(long value) Self& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius(unsigned int value) Set the values of the NeighborhoodRadius vector all to valuevoid
setNeighborhoodRadius
(VectorUInt32 NeighborhoodRadius) Self& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius(unsigned int value) Set the values of the NeighborhoodRadius vector all to valueprotected static long
toString()
std::string itk::simple::StochasticFractalDimensionImageFilter::ToString() const Print ourselves outMethods inherited from class org.itk.simple.ImageFilter
getCPtr, swigRelease
Methods inherited from class org.itk.simple.ProcessObject
abort, 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
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StochasticFractalDimensionImageFilter
protected StochasticFractalDimensionImageFilter(long cPtr, boolean cMemoryOwn) -
StochasticFractalDimensionImageFilter
public StochasticFractalDimensionImageFilter()itk::simple::StochasticFractalDimensionImageFilter::StochasticFractalDimensionImageFilter() Default Constructor that takes no arguments and initializes default parameters
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Method Details
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getCPtr
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swigRelease
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finalize
protected void finalize()- Overrides:
finalize
in classImageFilter
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delete
public void delete()virtual itk::simple::StochasticFractalDimensionImageFilter::~StochasticFractalDimensionImageFilter() Destructor- Overrides:
delete
in classImageFilter
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setNeighborhoodRadius
Self& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius(unsigned int value) Set the values of the NeighborhoodRadius vector all to value -
setNeighborhoodRadius
public void setNeighborhoodRadius(long value) Self& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius(unsigned int value) Set the values of the NeighborhoodRadius vector all to value -
getNeighborhoodRadius
std::vector<unsigned int> itk::simple::StochasticFractalDimensionImageFilter::GetNeighborhoodRadius() const Manhattan radius used for evaluating the fractal dimension. -
getName
std::string itk::simple::StochasticFractalDimensionImageFilter::GetName() const Name of this class- Overrides:
getName
in classProcessObject
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toString
std::string itk::simple::StochasticFractalDimensionImageFilter::ToString() const Print ourselves out- Overrides:
toString
in classProcessObject
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execute
Image itk::simple::StochasticFractalDimensionImageFilter::Execute(const Image &image, const Image &maskImage) Execute the filter on the input image -
execute
Image itk::simple::StochasticFractalDimensionImageFilter::Execute(const Image &image, const Image &maskImage) Execute the filter on the input image
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