#include <itkVectorAnisotropicDiffusionFunction.h>

Inheritance diagram for itk::VectorAnisotropicDiffusionFunction< TImage >:

Collaboration diagram for itk::VectorAnisotropicDiffusionFunction< TImage >:

Detailed Description

template<typename TImage>
class itk::VectorAnisotropicDiffusionFunction< TImage >

This class implements a vector-valued version of AnisotropicDiffusionFunction. Typically in vector-valued diffusion, vector components are diffused independently of one another using a conductance term that is linked across the components. Refer to the the documentation of AnisotropicDiffusionFunction for an overview of anisotropic diffusion. The way that the conductance term is calculated is specific to the specific type of diffusion function.

Data type requirements: This filter was designed to process itk::Images of itk::Vector type. The code relies on various type alias and overloaded operators defined in itk::Vector. It is perfectly reasonable, however, to apply this filter to images of other, user-defined types as long as the appropriate type alias and operator overloads are in place. As a general rule, follow the example of itk::Vector in defining your data types.

See Also: AnisotropicDiffusionFunction; ScalarAnisotropicDiffusionFunction

Definition at line 53 of file itkVectorAnisotropicDiffusionFunction.h.

Public Types
using	ConstPointer = SmartPointer< const Self >

using	ImageType = typename Superclass::ImageType

using	NeighborhoodType = typename Superclass::NeighborhoodType

using	PixelType = typename Superclass::PixelType

using	Pointer = SmartPointer< Self >

using	RadiusType = typename Superclass::RadiusType

using	Self = VectorAnisotropicDiffusionFunction

using	Superclass = AnisotropicDiffusionFunction< TImage >

using	TimeStepType = typename Superclass::TimeStepType

Public Types inherited from itk::AnisotropicDiffusionFunction< TImage >
using	ConstPointer = SmartPointer< const Self >

using	FloatOffsetType = typename Superclass::FloatOffsetType

using	ImageType = typename Superclass::ImageType

using	NeighborhoodType = typename Superclass::NeighborhoodType

using	PixelrealType = typename Superclass::PixelRealType

using	PixelType = typename Superclass::PixelType

using	Pointer = SmartPointer< Self >

using	RadiusType = typename Superclass::RadiusType

using	Self = AnisotropicDiffusionFunction

using	Superclass = FiniteDifferenceFunction< TImage >

using	TimeStepType = typename Superclass::TimeStepType

Public Types inherited from itk::FiniteDifferenceFunction< TImage >
using	ConstPointer = SmartPointer< const Self >

using	DefaultBoundaryConditionType = ZeroFluxNeumannBoundaryCondition< ImageType >

using	FloatOffsetType = Vector< float, Self::ImageDimension >

using	ImageType = TImage

using	NeighborhoodScalesType = Vector< PixelRealType, Self::ImageDimension >

using	NeighborhoodType = ConstNeighborhoodIterator< TImage, DefaultBoundaryConditionType >

using	PixelRealType = double

using	PixelType = typename ImageType::PixelType

using	Pointer = SmartPointer< Self >

using	RadiusType = typename ConstNeighborhoodIterator< TImage >::RadiusType

using	Self = FiniteDifferenceFunction

using	Superclass = LightObject

using	TimeStepType = double

Public Types inherited from itk::LightObject
using	ConstPointer = SmartPointer< const Self >

using	Pointer = SmartPointer< Self >

using	Self = LightObject

Public Member Functions
void	CalculateAverageGradientMagnitudeSquared (TImage *) override

virtual const char *	GetNameOfClass () const

Public Member Functions inherited from itk::AnisotropicDiffusionFunction< TImage >
virtual void	CalculateAverageGradientMagnitudeSquared (ImageType *)=0

TimeStepType	ComputeGlobalTimeStep (void *) const override

const double &	GetAverageGradientMagnitudeSquared () const

const double &	GetConductanceParameter () const

void *	GetGlobalDataPointer () const override

const TimeStepType &	GetTimeStep () const

void	ReleaseGlobalDataPointer (void *) const override

void	SetAverageGradientMagnitudeSquared (const double &c)

void	SetConductanceParameter (const double &c)

void	SetTimeStep (const TimeStepType &t)

Public Member Functions inherited from itk::FiniteDifferenceFunction< TImage >
const NeighborhoodScalesType	ComputeNeighborhoodScales () const

virtual PixelType	ComputeUpdate (const NeighborhoodType &neighborhood, void *globalData, const FloatOffsetType &offset=FloatOffsetType(0.0))=0

const RadiusType &	GetRadius () const

void	GetScaleCoefficients (PixelRealType vals[ImageDimension]) const

virtual void	InitializeIteration ()

void	SetRadius (const RadiusType &r)

void	SetScaleCoefficients (PixelRealType vals[ImageDimension])

Public Member Functions inherited from itk::LightObject
virtual Pointer	CreateAnother () const

virtual void	Delete ()

virtual int	GetReferenceCount () const

	itkCloneMacro (Self)

void	Print (std::ostream &os, Indent indent=0) const

virtual void	Register () const

virtual void	SetReferenceCount (int)

virtual void	UnRegister () const noexcept

Static Public Attributes
static constexpr unsigned int	ImageDimension = Superclass::ImageDimension

static constexpr unsigned int	VectorDimension = PixelType::Dimension

Static Public Attributes inherited from itk::AnisotropicDiffusionFunction< TImage >
static constexpr unsigned int	ImageDimension = Superclass::ImageDimension

Static Public Attributes inherited from itk::FiniteDifferenceFunction< TImage >
static constexpr unsigned int	ImageDimension

Protected Member Functions
void	PrintSelf (std::ostream &os, Indent indent) const override

	VectorAnisotropicDiffusionFunction ()=default

	~VectorAnisotropicDiffusionFunction () override=default

Protected Member Functions inherited from itk::AnisotropicDiffusionFunction< TImage >
	AnisotropicDiffusionFunction ()

	~AnisotropicDiffusionFunction () override=default

Protected Member Functions inherited from itk::FiniteDifferenceFunction< TImage >
	FiniteDifferenceFunction ()

void	PrintSelf (std::ostream &os, Indent indent) const override

	~FiniteDifferenceFunction () override=default

Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer	InternalClone () const

	LightObject ()

virtual void	PrintHeader (std::ostream &os, Indent indent) const

virtual void	PrintTrailer (std::ostream &os, Indent indent) const

virtual	~LightObject ()

Additional Inherited Members
Static Public Member Functions inherited from itk::LightObject
static void	BreakOnError ()

static Pointer	New ()

Protected Attributes inherited from itk::FiniteDifferenceFunction< TImage >
RadiusType	m_Radius

PixelRealType	m_ScaleCoefficients [ImageDimension]

Protected Attributes inherited from itk::LightObject
std::atomic< int >	m_ReferenceCount

Member Typedef Documentation

template<typename TImage >

using itk::VectorAnisotropicDiffusionFunction< TImage >::ConstPointer = SmartPointer< const Self >

Definition at line 63 of file itkVectorAnisotropicDiffusionFunction.h.

template<typename TImage >

using itk::VectorAnisotropicDiffusionFunction< TImage >::ImageType = typename Superclass::ImageType

Inherit some parameters from the superclass type

Definition at line 70 of file itkVectorAnisotropicDiffusionFunction.h.

template<typename TImage >

using itk::VectorAnisotropicDiffusionFunction< TImage >::NeighborhoodType = typename Superclass::NeighborhoodType

Definition at line 74 of file itkVectorAnisotropicDiffusionFunction.h.

template<typename TImage >

using itk::VectorAnisotropicDiffusionFunction< TImage >::PixelType = typename Superclass::PixelType

Definition at line 71 of file itkVectorAnisotropicDiffusionFunction.h.

template<typename TImage >

using itk::VectorAnisotropicDiffusionFunction< TImage >::Pointer = SmartPointer< Self >

Definition at line 62 of file itkVectorAnisotropicDiffusionFunction.h.

template<typename TImage >

using itk::VectorAnisotropicDiffusionFunction< TImage >::RadiusType = typename Superclass::RadiusType

Definition at line 73 of file itkVectorAnisotropicDiffusionFunction.h.

template<typename TImage >

using itk::VectorAnisotropicDiffusionFunction< TImage >::Self = VectorAnisotropicDiffusionFunction

Standard class type aliases.

Definition at line 60 of file itkVectorAnisotropicDiffusionFunction.h.

template<typename TImage >

using itk::VectorAnisotropicDiffusionFunction< TImage >::Superclass = AnisotropicDiffusionFunction< TImage >

Definition at line 61 of file itkVectorAnisotropicDiffusionFunction.h.

template<typename TImage >

using itk::VectorAnisotropicDiffusionFunction< TImage >::TimeStepType = typename Superclass::TimeStepType

Definition at line 72 of file itkVectorAnisotropicDiffusionFunction.h.

Constructor & Destructor Documentation

template<typename TImage >

itk::VectorAnisotropicDiffusionFunction< TImage >::VectorAnisotropicDiffusionFunction ( )

protecteddefault

template<typename TImage >

itk::VectorAnisotropicDiffusionFunction< TImage >::~VectorAnisotropicDiffusionFunction ( )

overrideprotecteddefault

Member Function Documentation

template<typename TImage >

void itk::VectorAnisotropicDiffusionFunction< TImage >::CalculateAverageGradientMagnitudeSquared ( TImage * )

override

Compute the average gradient magnitude squared.

template<typename TImage >

virtual const char* itk::VectorAnisotropicDiffusionFunction< TImage >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods)

Reimplemented from itk::AnisotropicDiffusionFunction< TImage >.

Reimplemented in itk::VectorCurvatureNDAnisotropicDiffusionFunction< TImage >, and itk::VectorGradientNDAnisotropicDiffusionFunction< TImage >.

template<typename TImage >

void itk::VectorAnisotropicDiffusionFunction< TImage >::PrintSelf	(	std::ostream &	os,
		Indent	indent
	)		const

inlineoverrideprotectedvirtual

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Reimplemented from itk::AnisotropicDiffusionFunction< TImage >.

Reimplemented in itk::VectorCurvatureNDAnisotropicDiffusionFunction< TImage >.

Definition at line 86 of file itkVectorAnisotropicDiffusionFunction.h.