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
-
Field Summary
Fields inherited from class org.itk.simple.ProcessObject
swigCMemOwn -
Constructor Summary
ConstructorsModifierConstructorDescriptionitk::simple::StochasticFractalDimensionImageFilter::StochasticFractalDimensionImageFilter() Default Constructor that takes no arguments and initializes default parametersprotectedStochasticFractalDimensionImageFilter(long cPtr, boolean cMemoryOwn) -
Method Summary
Modifier 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.ImageFilter
getCPtr, swigReleaseMethods 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
-
Constructor Details
-
StochasticFractalDimensionImageFilter
protected StochasticFractalDimensionImageFilter(long cPtr, boolean cMemoryOwn) -
StochasticFractalDimensionImageFilter
public StochasticFractalDimensionImageFilter()itk::simple::StochasticFractalDimensionImageFilter::StochasticFractalDimensionImageFilter() Default Constructor that takes no arguments and initializes default parameters
-
-
Method Details
-
getCPtr
-
swigRelease
-
finalize
protected void finalize()- Overrides:
finalizein classImageFilter
-
delete
public void delete()virtual itk::simple::StochasticFractalDimensionImageFilter::~StochasticFractalDimensionImageFilter() Destructor- Overrides:
deletein classImageFilter
-
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:
getNamein classProcessObject
-
toString
std::string itk::simple::StochasticFractalDimensionImageFilter::ToString() const Print ourselves out- Overrides:
toStringin classProcessObject
-
execute
-
execute
-