Class StochasticFractalDimensionImageFilter

java.lang.Object

org.itk.simple.ProcessObject

org.itk.simple.ImageFilter

org.itk.simple.StochasticFractalDimensionImageFilter

public class StochasticFractalDimensionImageFilter
extends ImageFilter

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 ProcessObject

swigCMemOwn

Modifier and Type	Field	Description
protected boolean	swigCMemOwn

Constructor Summary

Constructors

Modifier	Constructor	Description
	StochasticFractalDimensionImageFilter()	itk::simple::StochasticFractalDimensionImageFilter::StochasticFractalDimensionImageFilter() Default Constructor that takes no arguments and initializes default parameters
protected	StochasticFractalDimensionImageFilter(long cPtr, boolean cMemoryOwn)

Method Summary

Modifier and Type	Method	Description
void	delete()	virtual itk::simple::StochasticFractalDimensionImageFilter::~StochasticFractalDimensionImageFilter() Destructor
Image	execute(Image image)	Image itk::simple::StochasticFractalDimensionImageFilter::Execute(const Image &image, const Image &maskImage) Execute the filter on the input image
Image	execute(Image image, Image maskImage)	Image itk::simple::StochasticFractalDimensionImageFilter::Execute(const Image &image, const Image &maskImage) Execute the filter on the input image
protected void	finalize()
protected static long	getCPtr(StochasticFractalDimensionImageFilter obj)
String	getName()	std::string itk::simple::StochasticFractalDimensionImageFilter::GetName() const Name of this class
VectorUInt32	getNeighborhoodRadius()	std::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 value
void	setNeighborhoodRadius(VectorUInt32 NeighborhoodRadius)	Self& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius(unsigned int value) Set the values of the NeighborhoodRadius vector all to value
protected static long	swigRelease(StochasticFractalDimensionImageFilter obj)
String	toString()	std::string itk::simple::StochasticFractalDimensionImageFilter::ToString() const Print ourselves out

Methods inherited from class ImageFilter

getCPtr, swigRelease

Modifier and Type	Method	Description
protected static long	getCPtr(ImageFilter obj)
protected static long	swigRelease(ImageFilter obj)

Methods inherited from class 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

Modifier and Type	Method	Description
void	abort()	virtual void itk::simple::ProcessObject::Abort() Sets an abort flag on the active process.
int	addCommand(EventEnum event, Command cmd)	virtual int itk::simple::ProcessObject::AddCommand(itk::simple::EventEnum event, itk::simple::Command &cmd) Add a Command Object to observer the event.
void	debugOff()
void	debugOn()
protected static long	getCPtr(ProcessObject obj)
boolean	getDebug()
static double	getGlobalDefaultCoordinateTolerance()
static boolean	getGlobalDefaultDebug()
static double	getGlobalDefaultDirectionTolerance()
static long	getGlobalDefaultNumberOfThreads()
static String	getGlobalDefaultThreader()
static boolean	getGlobalWarningDisplay()
long	getNumberOfThreads()
long	getNumberOfWorkUnits()
float	getProgress()	virtual float itk::simple::ProcessObject::GetProgress() const An Active Measurement of the progress of execution.
static void	globalDefaultDebugOff()
static void	globalDefaultDebugOn()
static void	globalWarningDisplayOff()
static void	globalWarningDisplayOn()
boolean	hasCommand(EventEnum event)	virtual bool itk::simple::ProcessObject::HasCommand(itk::simple::EventEnum event) const Query of this object has any registered commands for event.
void	removeAllCommands()	virtual void itk::simple::ProcessObject::RemoveAllCommands() Remove all registered commands.
void	setDebug(boolean debugFlag)
static void	setGlobalDefaultCoordinateTolerance(double arg0)
static void	setGlobalDefaultDebug(boolean debugFlag)
static void	setGlobalDefaultDirectionTolerance(double arg0)
static void	setGlobalDefaultNumberOfThreads(long n)
static boolean	setGlobalDefaultThreader(String threader)
static void	setGlobalWarningDisplay(boolean flag)
void	setNumberOfThreads(long n)
void	setNumberOfWorkUnits(long n)
protected static long	swigRelease(ProcessObject obj)

Methods inherited from class Object

clone, equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

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

protected static long getCPtr(StochasticFractalDimensionImageFilter obj)

swigRelease

protected static long swigRelease(StochasticFractalDimensionImageFilter obj)

finalize

protected void finalize()

Overrides:

finalize in class ImageFilter

delete

public void delete()

virtual itk::simple::StochasticFractalDimensionImageFilter::~StochasticFractalDimensionImageFilter() Destructor

Overrides:

delete in class ImageFilter

setNeighborhoodRadius

public void setNeighborhoodRadius(VectorUInt32 NeighborhoodRadius)

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

public VectorUInt32 getNeighborhoodRadius()

std::vector<unsigned int> itk::simple::StochasticFractalDimensionImageFilter::GetNeighborhoodRadius() const Manhattan radius used for evaluating the fractal dimension.

getName

public String getName()

std::string itk::simple::StochasticFractalDimensionImageFilter::GetName() const Name of this class

Overrides:

getName in class ProcessObject

toString

public String toString()

std::string itk::simple::StochasticFractalDimensionImageFilter::ToString() const Print ourselves out

Overrides:

toString in class ProcessObject

execute

public Image execute(Image image,
 Image maskImage)

Image itk::simple::StochasticFractalDimensionImageFilter::Execute(const Image &image, const Image &maskImage) Execute the filter on the input image

execute

public Image execute(Image image)

Image itk::simple::StochasticFractalDimensionImageFilter::Execute(const Image &image, const Image &maskImage) Execute the filter on the input image