#include <itkVariationalRegistrationNCCFunction.h>

Inheritance diagram for itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >:

Collaboration diagram for itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >:

Detailed Description

template<typename TFixedImage, typename TMovingImage, typename TDisplacementField>
class itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >

This class computes NCC forces in the variational registration framework.

This class implements NCC forces as given in Hermosillo, Chefd'Hotel, and Faugeras. "Variational methods for multimodal image matching." IJCV 50(3), 2002: 329-343 and Avants et al. "Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain." Medical image analysis 12(1), 2008: 26-41 (except Jacobian term). We define the derivative of NCC between two images as:

$f^{NCC}(x)=\tau\kappa\frac{2\sum_w (F-\bar{F})(M-\bar{M})}{\sum_w (F-\bar{F})^2\ \sum_w (M-\bar{M})^2}\left((M-\bar{M}) - \frac{\sum_w (F-\bar{F})(M-\bar{M})}{\sum_w (F-\bar{F})^2}(F-\bar{F})\right) \nabla M(x+u(x))$

$\tau$ is the step size and $\kappa$ is the mean squared spacing. Use SetRadius() (see FiniteDifferenceFunction) to set the size of the neighbourhood to compute local mean values $\bar{F}$ and $\bar{M}$ and the local sums. Alternative, the classical gradient $\nabla M(x+u(x))$ can be replaced by $\nabla F(x)$ or $\frac{\nabla F(x) + \nabla M(x+u(x))}{2}$ .

See Also: VariationalRegistrationFilter; VariationalRegistrationFunction

Note: This class was developed with funding from the German Research Foundation (DFG: EH 224/3-1 and HA 235/9-1).

Author: Alexander Schmidt-Richberg; Rene Werner; Jan Ehrhardt

Definition at line 64 of file itkVariationalRegistrationNCCFunction.h.

Public Types
using	ConstPointer = SmartPointer< const Self >

using	DisplacementFieldType = typename Superclass::DisplacementFieldType

using	DisplacementFieldTypePointer = typename Superclass::DisplacementFieldTypePointer

using	FixedImagePointer = typename Superclass::FixedImagePointer

using	FixedImageType = typename Superclass::FixedImageType

using	FloatOffsetType = typename Superclass::FloatOffsetType

using	GradientCalculatorPointer = typename GradientCalculatorType::Pointer

using	GradientCalculatorType = CentralDifferenceImageFunction< FixedImageType >

using	IndexType = typename FixedImageType::IndexType

using	MaskImagePointer = typename Superclass::MaskImagePointer

using	MaskImageType = typename Superclass::MaskImageType

using	MovingImagePointer = typename Superclass::MovingImagePointer

using	MovingImageType = typename Superclass::MovingImageType

using	NeighborhoodType = typename Superclass::NeighborhoodType

using	PixelType = typename Superclass::PixelType

using	Pointer = SmartPointer< Self >

using	RadiusType = typename Superclass::RadiusType

using	Self = VariationalRegistrationNCCFunction

using	SizeType = typename FixedImageType::SizeType

using	SpacingType = typename FixedImageType::SpacingType

using	Superclass = VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >

Public Types inherited from itk::VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >
using	ConstPointer = SmartPointer< const Self >

using	DisplacementFieldType = TDisplacementField

using	DisplacementFieldTypePointer = typename DisplacementFieldType::ConstPointer

using	FixedImagePointer = typename FixedImageType::ConstPointer

using	FixedImageType = TFixedImage

using	MaskImagePixelType = unsigned char

using	MaskImagePointer = typename MaskImageType::ConstPointer

using	MaskImageType = Image< MaskImagePixelType, ImageDimension >

using	MovingImagePointer = typename MovingImageType::ConstPointer

using	MovingImageType = TMovingImage

using	MovingImageWarperPointer = typename MovingImageWarperType::Pointer

using	MovingImageWarperType = itk::ContinuousBorderWarpImageFilter< FixedImageType, WarpedImageType, DisplacementFieldType >

using	Pointer = SmartPointer< Self >

using	Self = VariationalRegistrationFunction

using	Superclass = FiniteDifferenceFunction< TDisplacementField >

using	TimeStepType = typename Superclass::TimeStepType

using	WarpedImagePointer = typename WarpedImageType::ConstPointer

using	WarpedImageType = TFixedImage

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

using	DefaultBoundaryConditionType = ZeroFluxNeumannBoundaryCondition< ImageType >

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

using	ImageType = TDisplacementField

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

using	NeighborhoodType = ConstNeighborhoodIterator< TDisplacementField, DefaultBoundaryConditionType >

using	PixelRealType = double

using	PixelType = typename ImageType::PixelType

using	Pointer = SmartPointer< Self >

using	RadiusType = typename ConstNeighborhoodIterator< TDisplacementField >::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
Superclass::TimeStepType	ComputeGlobalTimeStep (void *) const override

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

virtual ::itk::LightObject::Pointer	CreateAnother () const

virtual const char *	GetNameOfClass () const

void	InitializeIteration () override

virtual void	SetGradientTypeToFixedImage ()

virtual void	SetGradientTypeToSymmetric ()

virtual void	SetGradientTypeToWarpedMovingImage ()

Public Member Functions inherited from itk::VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >
virtual const DisplacementFieldType *	GetDisplacementField (void) const

virtual const FixedImageType *	GetFixedImage (void) const

void *	GetGlobalDataPointer () const override

virtual MaskImagePixelType	GetMaskBackgroundThreshold (void) const

virtual const MaskImageType *	GetMaskImage (void) const

virtual double	GetMetric () const

virtual const MovingImageType *	GetMovingImage (void) const

virtual const MovingImageWarperType *	GetMovingImageWarper (void) const

virtual double	GetRMSChange () const

virtual const TimeStepType	GetTimeStep (void) const

void	ReleaseGlobalDataPointer (void *GlobalData) const override

virtual void	SetDisplacementField (DisplacementFieldType *ptr)

virtual void	SetFixedImage (const FixedImageType *ptr)

virtual void	SetMaskBackgroundThreshold (MaskImagePixelType threshold)

virtual void	SetMaskImage (const MaskImageType *ptr)

virtual void	SetMovingImage (const MovingImageType *ptr)

virtual void	SetMovingImageWarper (MovingImageWarperType *ptr)

virtual void	SetTimeStep (TimeStepType timeStep)

Public Member Functions inherited from itk::FiniteDifferenceFunction< TDisplacementField >
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

void	SetRadius (const RadiusType &r)

void	SetScaleCoefficients (PixelRealType vals[ImageDimension])

Public Member Functions inherited from itk::LightObject
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 Member Functions
static Pointer	New ()

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

static Pointer	New ()

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

Static Public Attributes inherited from itk::VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >
static constexpr unsigned int	ImageDimension = Superclass::ImageDimension

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

Protected Types
using	FixedImageNeighborhoodIteratorType = ConstNeighborhoodIterator< FixedImageType >

using	GlobalDataStruct = typename Superclass::GlobalDataStruct

enum	GradientType { GRADIENT_TYPE_WARPED = 0, GRADIENT_TYPE_FIXED = 1, GRADIENT_TYPE_SYMMETRIC = 2 }

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

	VariationalRegistrationNCCFunction ()

	~VariationalRegistrationNCCFunction () override

Protected Member Functions inherited from itk::VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >
virtual const WarpedImagePointer	GetWarpedImage (void) const

	VariationalRegistrationFunction ()

virtual void	WarpMovingImage (void)

	~VariationalRegistrationFunction () override

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

Protected Attributes
GradientCalculatorPointer	m_FixedImageGradientCalculator

GradientType	m_GradientType

double	m_Normalizer

GradientCalculatorPointer	m_WarpedImageGradientCalculator

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

PixelRealType	m_ScaleCoefficients [ImageDimension]

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

Member Typedef Documentation

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::ConstPointer = SmartPointer< const Self >

Definition at line 74 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::DisplacementFieldType = typename Superclass::DisplacementFieldType

Deformation field type.

Definition at line 102 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::DisplacementFieldTypePointer = typename Superclass::DisplacementFieldTypePointer

Definition at line 103 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::FixedImageNeighborhoodIteratorType = ConstNeighborhoodIterator<FixedImageType>

protected

FixedImage image neighborhood iterator type.

Definition at line 151 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::FixedImagePointer = typename Superclass::FixedImagePointer

Definition at line 91 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::FixedImageType = typename Superclass::FixedImageType

FixedImage image type.

Definition at line 90 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::FloatOffsetType = typename Superclass::FloatOffsetType

Definition at line 109 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::GlobalDataStruct = typename Superclass::GlobalDataStruct

protected

Definition at line 153 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::GradientCalculatorPointer = typename GradientCalculatorType::Pointer

Definition at line 113 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::GradientCalculatorType = CentralDifferenceImageFunction<FixedImageType>

Gradient calculator type.

Definition at line 112 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::IndexType = typename FixedImageType::IndexType

Definition at line 97 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::MaskImagePointer = typename Superclass::MaskImagePointer

Definition at line 95 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::MaskImageType = typename Superclass::MaskImageType

MaskImage image type.

Definition at line 94 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::MovingImagePointer = typename Superclass::MovingImagePointer

Definition at line 87 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::MovingImageType = typename Superclass::MovingImageType

MovingImage image type.

Definition at line 86 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::NeighborhoodType = typename Superclass::NeighborhoodType

Definition at line 108 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::PixelType = typename Superclass::PixelType

Inherit some types from the superclass.

Definition at line 106 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::Pointer = SmartPointer< Self >

Definition at line 73 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::RadiusType = typename Superclass::RadiusType

Definition at line 107 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::Self = VariationalRegistrationNCCFunction

Standard class type alias.

Definition at line 71 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::SizeType = typename FixedImageType::SizeType

Definition at line 98 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::SpacingType = typename FixedImageType::SpacingType

Definition at line 99 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

using itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::Superclass = VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >

Definition at line 72 of file itkVariationalRegistrationNCCFunction.h.

Member Enumeration Documentation

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

enum itk::VariationalRegistrationNCCFunction::GradientType

protected

Type of available image forces

Enumerator
GRADIENT_TYPE_WARPED
GRADIENT_TYPE_FIXED
GRADIENT_TYPE_SYMMETRIC

Definition at line 156 of file itkVariationalRegistrationNCCFunction.h.

Constructor & Destructor Documentation

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::VariationalRegistrationNCCFunction ( )

protected

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::~VariationalRegistrationNCCFunction ( )

inlineoverrideprotected

Definition at line 145 of file itkVariationalRegistrationNCCFunction.h.

Member Function Documentation

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

Superclass::TimeStepType itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::ComputeGlobalTimeStep ( void * ) const

inlineoverridevirtual

Computes the time step for an update. Returns the constant time step scaled with the mean squared spacing.

See Also: SetTimeStep()

Reimplemented from itk::VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >.

Definition at line 140 of file itkVariationalRegistrationNCCFunction.h.

References itk::VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::GetTimeStep(), and itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::m_Normalizer.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

PixelType itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::ComputeUpdate	(	const NeighborhoodType &	neighborhood,
		void *	globalData,
		const FloatOffsetType &	offset = `FloatOffsetType(0.0)`
	)

override

This method is called by a finite difference solver image filter at each pixel that does not lie on a data set boundary

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

virtual::itk::LightObject::Pointer itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::CreateAnother ( ) const

virtual

Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.

Reimplemented from itk::LightObject.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

virtual const char* itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

Reimplemented from itk::VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >.

Reimplemented in itk::VariationalRegistrationFastNCCFunction< TFixedImage, TMovingImage, TDisplacementField >.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

void itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::InitializeIteration ( )

overridevirtual

Set the object's state before each iteration.

Reimplemented from itk::VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

static Pointer itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::New ( )

static

Method for creation through the object factory.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

void itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::PrintSelf	(	std::ostream &	os,
		Indent	indent
	)		const

overrideprotectedvirtual

Print information about the filter.

Reimplemented from itk::VariationalRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

virtual void itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::SetGradientTypeToFixedImage ( )

inlinevirtual

Select that the fixed image gradient is used for computing the forces.

Definition at line 125 of file itkVariationalRegistrationNCCFunction.h.

References itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::GRADIENT_TYPE_FIXED, and itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::m_GradientType.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

virtual void itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::SetGradientTypeToSymmetric ( )

inlinevirtual

Select that fixed and warped image gradients are used for computing the forces.

Definition at line 134 of file itkVariationalRegistrationNCCFunction.h.

References itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::GRADIENT_TYPE_SYMMETRIC, and itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::m_GradientType.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

virtual void itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::SetGradientTypeToWarpedMovingImage ( )

inlinevirtual

Select that the warped image gradient is used for computing the forces.

Definition at line 129 of file itkVariationalRegistrationNCCFunction.h.

References itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::GRADIENT_TYPE_WARPED, and itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::m_GradientType.

Member Data Documentation

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

constexpr unsigned int itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::ImageDimension = Superclass::ImageDimension

static

Get image dimension.

Definition at line 83 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

GradientCalculatorPointer itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::m_FixedImageGradientCalculator

protected

Function to compute derivatives of the fixed image.

Definition at line 163 of file itkVariationalRegistrationNCCFunction.h.

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

GradientType itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::m_GradientType

protected

Set if warped or fixed image gradient is used for force computation.

Definition at line 169 of file itkVariationalRegistrationNCCFunction.h.

Referenced by itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::SetGradientTypeToFixedImage(), itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::SetGradientTypeToSymmetric(), and itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::SetGradientTypeToWarpedMovingImage().

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

double itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::m_Normalizer

protected

Precalculated normalizer for spacing consideration.

Definition at line 172 of file itkVariationalRegistrationNCCFunction.h.

Referenced by itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::ComputeGlobalTimeStep().

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >

GradientCalculatorPointer itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >::m_WarpedImageGradientCalculator

protected

Function to compute derivatives of the warped image.

Definition at line 166 of file itkVariationalRegistrationNCCFunction.h.

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

itkVariationalRegistrationNCCFunction.h

Detailed Description

template<typename TFixedImage, typename TMovingImage, typename TDisplacementField> class itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >

Public Types

Public Member Functions

Static Public Member Functions

Static Public Attributes

Protected Types

Protected Member Functions

Protected Attributes

Member Typedef Documentation

Member Enumeration Documentation

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation

template<typename TFixedImage, typename TMovingImage, typename TDisplacementField>
class itk::VariationalRegistrationNCCFunction< TFixedImage, TMovingImage, TDisplacementField >