itk::simple::StochasticFractalDimensionImageFilter Class Reference

This filter computes the stochastic fractal dimension of the input image. More...

#include <sitkStochasticFractalDimensionImageFilter.h>

Inheritance diagram for itk::simple::StochasticFractalDimensionImageFilter:

Collaboration diagram for itk::simple::StochasticFractalDimensionImageFilter:

Public Types
typedef RealPixelIDTypeList	PixelIDTypeList
typedef StochasticFractalDimensionImageFilter	Self
Public Types inherited from itk::simple::ImageFilter< 0 >
typedef ImageFilter	Self
Public Types inherited from itk::simple::ProcessObject
typedef ProcessObject	Self

Public Member Functions
Image	Execute (const Image &image, const Image &maskImage)
Image	Execute (const Image &image)
Image	Execute (const Image &image, const Image &maskImage, const std::vector< unsigned int > &neighborhoodRadius)
Image	Execute (const Image &image, const std::vector< unsigned int > &neighborhoodRadius)
std::string	GetName () const
std::vector< unsigned int >	GetNeighborhoodRadius () const
Self &	SetNeighborhoodRadius (const std::vector< unsigned int > &NeighborhoodRadius)
Self &	SetNeighborhoodRadius (unsigned int value)
	StochasticFractalDimensionImageFilter ()
std::string	ToString () const
virtual	~StochasticFractalDimensionImageFilter ()
Public Member Functions inherited from itk::simple::ImageFilter< 0 >
	ImageFilter ()
virtual	~ImageFilter ()=0
Public Member Functions inherited from itk::simple::ProcessObject
virtual void	Abort ()
virtual int	AddCommand (itk::simple::EventEnum event, itk::simple::Command &cmd)
	Add a Command Object to observer the event. More...
virtual float	GetProgress () const
	An Active Measurement of the progress of execution. More...
virtual bool	HasCommand (itk::simple::EventEnum event) const
	Query of this object has any registered commands for event. More...
	ProcessObject ()
virtual void	RemoveAllCommands ()
	Remove all registered commands. More...
virtual	~ProcessObject ()
virtual void	DebugOn ()
virtual void	DebugOff ()
virtual bool	GetDebug () const
virtual void	SetDebug (bool debugFlag)
virtual void	SetNumberOfThreads (unsigned int n)
virtual unsigned int	GetNumberOfThreads () const

Private Types
typedef Image(Self::*	MemberFunctionType) (const Image *image, const Image *maskImage)

Private Member Functions
template<class TImageType >
Image	ExecuteInternal (const Image *image, const Image *maskImage)

Private Attributes
nsstd::auto_ptr< detail::MemberFunctionFactory< MemberFunctionType > >	m_MemberFactory
std::vector< unsigned int >	m_NeighborhoodRadius

Friends
struct	detail::MemberFunctionAddressor< MemberFunctionType >

Additional Inherited Members
Static Public Member Functions inherited from itk::simple::ProcessObject
static bool	GetGlobalDefaultDebug ()
static void	GlobalDefaultDebugOff ()
static void	GlobalDefaultDebugOn ()
static void	SetGlobalDefaultDebug (bool debugFlag)
static void	GlobalWarningDisplayOn ()
static void	GlobalWarningDisplayOff ()
static void	SetGlobalWarningDisplay (bool flag)
static bool	GetGlobalWarningDisplay ()
static void	SetGlobalDefaultNumberOfThreads (unsigned int n)
static unsigned int	GetGlobalDefaultNumberOfThreads ()
static double	GetGlobalDefaultCoordinateTolerance ()
	Access the global tolerance to determine congruent spaces. More...
static void	SetGlobalDefaultCoordinateTolerance (double)
	Access the global tolerance to determine congruent spaces. More...
static double	GetGlobalDefaultDirectionTolerance ()
	Access the global tolerance to determine congruent spaces. More...
static void	SetGlobalDefaultDirectionTolerance (double)
	Access the global tolerance to determine congruent spaces. More...
Protected Member Functions inherited from itk::simple::ProcessObject
virtual unsigned long	AddITKObserver (const itk::EventObject &, itk::Command *)
virtual itk::ProcessObject *	GetActiveProcess ()
virtual void	OnActiveProcessDelete ()
virtual void	onCommandDelete (const itk::simple::Command *cmd) SITK_NOEXCEPT
virtual void	PreUpdate (itk::ProcessObject *p)
virtual void	RemoveITKObserver (EventCommand &e)
Protected Member Functions inherited from itk::simple::NonCopyable
	NonCopyable ()
Static Protected Member Functions inherited from itk::simple::ImageFilter< 0 >
static void	FixNonZeroIndex (TImageType *img)
Static Protected Member Functions inherited from itk::simple::ProcessObject
template<class TImageType >
static TImageType::ConstPointer	CastImageToITK (const Image &img)
template<class TImageType >
static Image	CastITKToImage (TImageType *img)
template<class TPixelType , unsigned int VImageDimension, unsigned int VLength, template< typename, unsigned int > class TVector>
static Image	CastITKToImage (itk::Image< TVector< TPixelType, VLength >, VImageDimension > *img)
static const itk::EventObject &	GetITKEventObject (EventEnum e)
template<typename T >
static std::ostream &	ToStringHelper (std::ostream &os, const T &v)
static std::ostream &	ToStringHelper (std::ostream &os, const char &v)
static std::ostream &	ToStringHelper (std::ostream &os, const signed char &v)
static std::ostream &	ToStringHelper (std::ostream &os, const unsigned char &v)

Detailed Description

This filter computes the stochastic fractal dimension of the input image.

The methodology is based on Madelbrot'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 http://www.insight-journal.org/browse/publication/318

Author

Nick Tustison

See also

itk::simple::StochasticFractalDimension for the procedural interface

itk::StochasticFractalDimensionImageFilter for the Doxygen on the original ITK class.

Definition at line 50 of file sitkStochasticFractalDimensionImageFilter.h.

Member Typedef Documentation

typedef Image(Self::* itk::simple::StochasticFractalDimensionImageFilter::MemberFunctionType) (const Image *image, const Image *maskImage)

private

Setup for member function dispatching

Definition at line 99 of file sitkStochasticFractalDimensionImageFilter.h.

typedef RealPixelIDTypeList itk::simple::StochasticFractalDimensionImageFilter::PixelIDTypeList

Define the pixels types supported by this filter

Definition at line 62 of file sitkStochasticFractalDimensionImageFilter.h.

typedef StochasticFractalDimensionImageFilter itk::simple::StochasticFractalDimensionImageFilter::Self

Definition at line 52 of file sitkStochasticFractalDimensionImageFilter.h.

Constructor & Destructor Documentation

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

virtual

Destructor

itk::simple::StochasticFractalDimensionImageFilter::StochasticFractalDimensionImageFilter

(

)

Default Constructor that takes no arguments and initializes default parameters

Member Function Documentation

Image itk::simple::StochasticFractalDimensionImageFilter::Execute	(	const Image &	image,
		const Image &	maskImage
	)

Execute the filter on the input image

Image itk::simple::StochasticFractalDimensionImageFilter::Execute

(

const Image &

image

)

Image itk::simple::StochasticFractalDimensionImageFilter::Execute	(	const Image &	image,
		const Image &	maskImage,
		const std::vector< unsigned int > &	neighborhoodRadius
	)

Execute the filter on the input image with the given parameters

Image itk::simple::StochasticFractalDimensionImageFilter::Execute	(	const Image &	image,
		const std::vector< unsigned int > &	neighborhoodRadius
	)

template<class TImageType >

Image itk::simple::StochasticFractalDimensionImageFilter::ExecuteInternal ( const Image *  image, const Image *  maskImage  )

private

std::string itk::simple::StochasticFractalDimensionImageFilter::GetName ( ) const

inlinevirtual

Name of this class

Implements itk::simple::ProcessObject.

Definition at line 80 of file sitkStochasticFractalDimensionImageFilter.h.

std::vector<unsigned int> itk::simple::StochasticFractalDimensionImageFilter::GetNeighborhoodRadius ( ) const

inline

Manhattan radius used for evaluating the fractal dimension.

Definition at line 78 of file sitkStochasticFractalDimensionImageFilter.h.

Self& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius ( const std::vector< unsigned int > &  NeighborhoodRadius )

inline

Manhattan radius used for evaluating the fractal dimension.

Definition at line 69 of file sitkStochasticFractalDimensionImageFilter.h.

Self& itk::simple::StochasticFractalDimensionImageFilter::SetNeighborhoodRadius ( unsigned int  value )

inline

Set the values of the NeighborhoodRadius vector all to value

Definition at line 72 of file sitkStochasticFractalDimensionImageFilter.h.

std::string itk::simple::StochasticFractalDimensionImageFilter::ToString ( ) const

virtual

Print ourselves out

Reimplemented from itk::simple::ProcessObject.

Friends And Related Function Documentation

friend struct detail::MemberFunctionAddressor< MemberFunctionType >

friend

Definition at line 103 of file sitkStochasticFractalDimensionImageFilter.h.

Member Data Documentation

nsstd::auto_ptr<detail::MemberFunctionFactory<MemberFunctionType> > itk::simple::StochasticFractalDimensionImageFilter::m_MemberFactory

private

Definition at line 105 of file sitkStochasticFractalDimensionImageFilter.h.

std::vector<unsigned int> itk::simple::StochasticFractalDimensionImageFilter::m_NeighborhoodRadius

private

Definition at line 108 of file sitkStochasticFractalDimensionImageFilter.h.

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The documentation for this class was generated from the following file:

• sitkStochasticFractalDimensionImageFilter.h