#include <itkMattesMutualInformationImageToImageMetricv4.h>

Inheritance diagram for itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage >:

Collaboration diagram for itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage >:

Detailed Description

template<class TFixedImage, class TMovingImage, class TVirtualImage = TFixedImage>
class itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage >

Computes the mutual information between two images to be registered using the method of Mattes et al.

MattesMutualInformationImageToImageMetric computes the mutual information between a fixed and moving image to be registered.

This class is templated over the FixedImage type and the MovingImage type.

The calculations are based on the method of Mattes et al [1,2] where the probability density distribution are estimated using Parzen histograms. Since the fixed image PDF does not contribute to the derivatives, it does not need to be smooth. Hence, a zero order (box car) BSpline kernel is used for the fixed image intensity PDF. On the other hand, to ensure smoothness a third order BSpline kernel is used for the moving image intensity PDF.

During each call of GetValue(), GetDerivatives(), GetValueAndDerivatives(), marginal and joint intensity PDF's values are estimated at discrete position or bins. The number of bins used can be set via SetNumberOfHistogramBins(). To handle data with arbitray magnitude and dynamic range, the image intensity is scale such that any contribution to the histogram will fall into a valid bin.

One the PDF's have been contructed, the mutual information is obtained by doubling summing over the discrete PDF values.

Warning: Local-support transforms are not yet supported. If used, an exception is thrown during Initialize().

Note: The per-iteration post-processing code is not multi-threaded, but could be readily be made so for a small performance gain. See GetValueCommonAfterThreadedExecution(), GetValueAndDerivative() and threader::AfterThreadedExecution().

The algorithm and much of the code was copied from the previous Mattes MI metric, i.e. itkMattesMutualInformationImageToImageMetric.

See MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader::ProcessPoint for poritons of the algorithm implementation.

See ImageToImageMetricv4 for details of common metric operation and options.

References: [1] "Nonrigid multimodality image registration" D. Mattes, D. R. Haynor, H. Vesselle, T. Lewellen and W. Eubank Medical Imaging 2001: Image Processing, 2001, pp. 1609-1620. [2] "PET-CT Image Registration in the Chest Using Free-form Deformations" D. Mattes, D. R. Haynor, H. Vesselle, T. Lewellen and W. Eubank IEEE Transactions in Medical Imaging. Vol.22, No.1, January 2003. pp.120-128. [3] "Optimization of Mutual Information for MultiResolution Image Registration" P. Thevenaz and M. Unser IEEE Transactions in Image Processing, 9(12) December 2000.

See Also: itkImageToImageMetricv4

Definition at line 96 of file itkMattesMutualInformationImageToImageMetricv4.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer

typedef Superclass::DerivativeType	DerivativeType

typedef DerivativeType::ValueType	DerivativeValueType

typedef Superclass::FixedImageGradientType	FixedImageGradientType

typedef Superclass::FixedImageIndexType	FixedImageIndexType

typedef Superclass::FixedImagePixelType	FixedImagePixelType

typedef Superclass::FixedImagePointType	FixedImagePointType

typedef Superclass::FixedImageType	FixedImageType

typedef Superclass::FixedSampledPointSetPointer	FixedSampledPointSetPointer

typedef Superclass::JacobianType	JacobianType

typedef Image< PDFValueType, 3 >	JointPDFDerivativesType

typedef Image< PDFValueType, 2 >	JointPDFType

typedef Superclass::MeasureType	MeasureType

typedef Superclass::MovingImageGradientType	MovingImageGradientType

typedef Superclass::MovingImagePixelType	MovingImagePixelType

typedef Superclass::MovingImagePointType	MovingImagePointType

typedef Superclass::MovingTransformType	MovingTransformType

typedef double	PDFValueType

typedef SmartPointer< Self >	Pointer

typedef MattesMutualInformationImageToImageMetricv4	Self

typedef ImageToImageMetricv4 < TFixedImage, TMovingImage, TVirtualImage >	Superclass

typedef Superclass::VirtualImageType	VirtualImageType

typedef Superclass::VirtualIndexType	VirtualIndexType

typedef Superclass::VirtualPointSetType	VirtualPointSetType

typedef Superclass::VirtualPointType	VirtualPointType

Public Types inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage >
typedef SmartPointer< const Self >	ConstPointer

typedef Superclass::CoordinateRepresentationType	CoordinateRepresentationType

typedef MetricTraits::DefaultFixedImageGradientCalculator	DefaultFixedImageGradientCalculator

typedef MetricTraits::DefaultFixedImageGradientFilter	DefaultFixedImageGradientFilter

typedef MetricTraits::DefaultMovingImageGradientCalculator	DefaultMovingImageGradientCalculator

typedef MetricTraits::DefaultMovingImageGradientFilter	DefaultMovingImageGradientFilter

typedef Superclass::DerivativeType	DerivativeType

typedef DerivativeType::ValueType	DerivativeValueType

typedef Superclass::DimensionType	DimensionType

typedef MetricTraits::FixedGradientPixelType	FixedGradientPixelType

typedef CovariantVector < typename FixedImageGradientType::ValueType, FixedImageDimension >	FixedImageComponentGradientType

typedef FixedImageType::ConstPointer	FixedImageConstPointer

typedef FixedImageGradientCalculatorType::Pointer	FixedImageGradientCalculatorPointer

typedef MetricTraits::FixedImageGradientCalculatorType	FixedImageGradientCalculatorType

typedef FixedImageGradientFilterType::Pointer	FixedImageGradientFilterPointer

typedef MetricTraits::FixedImageGradientFilterType	FixedImageGradientFilterType

typedef FixedImageGradientImageType::Pointer	FixedImageGradientImagePointer

typedef MetricTraits::FixedImageGradientImageType	FixedImageGradientImageType

typedef MetricTraits::FixedImageGradientType	FixedImageGradientType

typedef FixedImageType::IndexType	FixedImageIndexType

typedef FixedImageMaskType::ConstPointer	FixedImageMaskConstPointer

typedef FixedImageMaskType::Pointer	FixedImageMaskPointer

typedef SpatialObject < itkGetStaticConstMacro(FixedImageDimension) >	FixedImageMaskType

typedef FixedImageType::PixelType	FixedImagePixelType

typedef FixedImageType::Pointer	FixedImagePointer

typedef FixedImageType::PointType	FixedImagePointType

typedef TFixedImage	FixedImageType

typedef Superclass::FixedInputPointType	FixedInputPointType

typedef FixedInterpolatorType::Pointer	FixedInterpolatorPointer

typedef InterpolateImageFunction < FixedImageType, CoordinateRepresentationType >	FixedInterpolatorType

typedef Superclass::FixedOutputPointType	FixedOutputPointType

typedef FixedImagePixelType	FixedPixelType

typedef MetricTraits::FixedRealType	FixedRealType

typedef FixedSampledPointSetType::ConstPointer	FixedSampledPointSetConstPointer

typedef FixedSampledPointSetType::Pointer	FixedSampledPointSetPointer

typedef PointSet< typename FixedImageType::PixelType, itkGetStaticConstMacro(FixedImageDimension)>	FixedSampledPointSetType

typedef NumericTraits < FixedRealType > ::ScalarRealType	FixedScalarRealType

typedef Superclass::FixedTransformJacobianType	FixedTransformJacobianType

typedef Superclass::FixedTransformParametersType	FixedTransformParametersType

typedef Superclass::FixedTransformPointer	FixedTransformPointer

typedef Superclass::FixedTransformType	FixedTransformType

typedef Superclass::GradientSourceType	GradientSourceType

typedef Superclass::DimensionType	ImageDimensionType

typedef Superclass::InternalComputationValueType	InternalComputationValueType

typedef Superclass::JacobianType	JacobianType

typedef Superclass::MeasureType	MeasureType

typedef DefaultImageToImageMetricTraitsv4 < TFixedImage, TMovingImage, TVirtualImage >	MetricTraits

typedef MetricTraits::MovingGradientPixelType	MovingGradientPixelType

typedef CovariantVector < typename MovingImageGradientType::ValueType, MovingImageDimension >	MovingImageComponentGradientType

typedef MovingImageType::ConstPointer	MovingImageConstPointer

typedef MovingImageGradientCalculatorType::Pointer	MovingImageGradientCalculatorPointer

typedef MetricTraits::MovingImageGradientCalculatorType	MovingImageGradientCalculatorType

typedef MovingImageGradientFilterType::Pointer	MovingImageGradientFilterPointer

typedef MetricTraits::MovingImageGradientFilterType	MovingImageGradientFilterType

typedef MovingImageGradientImageType::Pointer	MovingImageGradientImagePointer

typedef MetricTraits::MovingImageGradientImageType	MovingImageGradientImageType

typedef MetricTraits::MovingImageGradientType	MovingImageGradientType

typedef MovingImageType::IndexType	MovingImageIndexType

typedef MovingImageMaskType::ConstPointer	MovingImageMaskConstPointer

typedef MovingImageMaskType::Pointer	MovingImageMaskPointer

typedef SpatialObject < itkGetStaticConstMacro(MovingImageDimension) >	MovingImageMaskType

typedef MovingImageType::PixelType	MovingImagePixelType

typedef MovingImageType::Pointer	MovingImagePointer

typedef MovingImageType::PointType	MovingImagePointType

typedef MovingImageType::RegionType	MovingImageRegionType

typedef TMovingImage	MovingImageType

typedef Superclass::MovingInputPointType	MovingInputPointType

typedef MovingInterpolatorType::Pointer	MovingInterpolatorPointer

typedef InterpolateImageFunction < MovingImageType, CoordinateRepresentationType >	MovingInterpolatorType

typedef Superclass::MovingOutputPointType	MovingOutputPointType

typedef MovingImagePixelType	MovingPixelType

typedef MetricTraits::MovingRealType	MovingRealType

typedef NumericTraits < MovingRealType > ::ScalarRealType	MovingScalarRealType

typedef Superclass::MovingTransformJacobianType	MovingTransformJacobianType

typedef Superclass::MovingTransformParametersType	MovingTransformParametersType

typedef Superclass::MovingTransformPointer	MovingTransformPointer

typedef Superclass::MovingTransformType	MovingTransformType

typedef Superclass::NumberOfParametersType	NumberOfParametersType

typedef Superclass::ParametersType	ParametersType

typedef Superclass::ParametersValueType	ParametersValueType

typedef SmartPointer< Self >	Pointer

typedef ImageToImageMetricv4	Self

typedef ObjectToObjectMetric < TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage >	Superclass

typedef Superclass::VirtualDirectionType	VirtualDirectionType

typedef CovariantVector < typename VirtualImageGradientType::ValueType, VirtualImageDimension >	VirtualImageComponentGradientType

typedef MetricTraits::VirtualImageGradientType	VirtualImageGradientType

typedef Superclass::VirtualImagePointer	VirtualImagePointer

typedef Superclass::VirtualImageType	VirtualImageType

typedef Superclass::VirtualIndexType	VirtualIndexType

typedef Superclass::VirtualPointType	VirtualOriginType

typedef Superclass::VirtualPixelType	VirtualPixelType

typedef Superclass::VirtualPointSetPointer	VirtualPointSetPointer

typedef Superclass::VirtualPointSetType	VirtualPointSetType

typedef Superclass::VirtualPointType	VirtualPointType

typedef Superclass::VirtualSizeType	VirtualRadiusType

typedef Superclass::VirtualRegionType	VirtualRegionType

typedef Superclass::VirtualSizeType	VirtualSizeType

typedef Superclass::VirtualSpacingType	VirtualSpacingType

Public Types inherited from itk::ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage >
typedef SmartPointer< const Self >	ConstPointer

typedef Superclass::ParametersValueType	CoordinateRepresentationType

typedef Superclass::DerivativeType	DerivativeType

typedef Superclass::DerivativeValueType	DerivativeValueType

typedef SizeValueType	DimensionType

typedef FixedTransformType::InputPointType	FixedInputPointType

typedef FixedTransformType::OutputPointType	FixedOutputPointType

typedef FixedTransformType::JacobianType	FixedTransformJacobianType

typedef FixedTransformType::ParametersType	FixedTransformParametersType

typedef FixedTransformType::Pointer	FixedTransformPointer

typedef Transform < ParametersValueType, TVirtualImage::ImageDimension, TFixedDimension >	FixedTransformType

typedef Superclass::InternalComputationValueType	InternalComputationValueType

typedef FixedTransformType::JacobianType	JacobianType

typedef Superclass::MeasureType	MeasureType

typedef DisplacementFieldTransform < CoordinateRepresentationType, itkGetStaticConstMacro(MovingDimension) >	MovingDisplacementFieldTransformType

typedef MovingTransformType::InputPointType	MovingInputPointType

typedef MovingTransformType::OutputPointType	MovingOutputPointType

typedef MovingTransformType::JacobianType	MovingTransformJacobianType

typedef MovingTransformType::ParametersType	MovingTransformParametersType

typedef MovingTransformType::Pointer	MovingTransformPointer

typedef Transform < ParametersValueType, TVirtualImage::ImageDimension, TMovingDimension >	MovingTransformType

typedef Superclass::NumberOfParametersType	NumberOfParametersType

typedef Superclass::ParametersType	ParametersType

typedef Superclass::ParametersValueType	ParametersValueType

typedef SmartPointer< Self >	Pointer

typedef ObjectToObjectMetric	Self

typedef ObjectToObjectMetricBase	Superclass

typedef VirtualImageType::DirectionType	VirtualDirectionType

typedef VirtualImageType::ConstPointer	VirtualImageConstPointer

typedef VirtualImageType::Pointer	VirtualImagePointer

typedef TVirtualImage	VirtualImageType

typedef VirtualImageType::IndexType	VirtualIndexType

typedef VirtualImageType::PointType	VirtualOriginType

typedef VirtualImageType::PixelType	VirtualPixelType

typedef VirtualPointSetType::Pointer	VirtualPointSetPointer

typedef PointSet < VirtualPixelType, itkGetStaticConstMacro(VirtualDimension)>	VirtualPointSetType

typedef VirtualImageType::PointType	VirtualPointType

typedef VirtualImageType::SizeType	VirtualRadiusType

typedef VirtualImageType::RegionType	VirtualRegionType

typedef VirtualRegionType::SizeType	VirtualSizeType

typedef VirtualImageType::SpacingType	VirtualSpacingType

Public Types inherited from itk::ObjectToObjectMetricBase
typedef SmartPointer< const Self >	ConstPointer

typedef Superclass::ParametersValueType	CoordinateRepresentationType

typedef Superclass::DerivativeType	DerivativeType

typedef DerivativeType::ValueType	DerivativeValueType

enum	GradientSourceType { GRADIENT_SOURCE_FIXED =0, GRADIENT_SOURCE_MOVING, GRADIENT_SOURCE_BOTH }

typedef double	InternalComputationValueType

typedef Superclass::MeasureType	MeasureType

typedef unsigned int	NumberOfParametersType

typedef Superclass::ParametersType	ParametersType

typedef Superclass::ParametersValueType	ParametersValueType

typedef SmartPointer< Self >	Pointer

typedef ObjectToObjectMetricBase	Self

typedef SingleValuedCostFunctionv4	Superclass

Public Types inherited from itk::SingleValuedCostFunctionv4
typedef SmartPointer< const Self >	ConstPointer

typedef Array < ParametersValueType >	DerivativeType

typedef double	MeasureType

typedef Superclass::ParametersType	ParametersType

typedef Superclass::ParametersValueType	ParametersValueType

typedef SmartPointer< Self >	Pointer

typedef SingleValuedCostFunctionv4	Self

typedef CostFunction	Superclass

Public Types inherited from itk::CostFunction
typedef SmartPointer< const Self >	ConstPointer

typedef OptimizerParameters < ParametersValueType >	ParametersType

typedef double	ParametersValueType

typedef SmartPointer< Self >	Pointer

typedef CostFunction	Self

typedef Object	Superclass

Public Types inherited from itk::Object
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef Object	Self

typedef LightObject	Superclass

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

typedef SmartPointer< Self >	Pointer

typedef LightObject	Self

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

virtual const char *	GetNameOfClass () const

virtual void	Initialize (void) throw ( itk::ExceptionObject )


virtual void	SetNumberOfHistogramBins (SizeValueType _arg)

virtual const SizeValueType &	GetNumberOfHistogramBins ()


const JointPDFType::Pointer	GetJointPDF () const


const JointPDFDerivativesType::Pointer	GetJointPDFDerivatives () const

Public Member Functions inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage >
virtual void	GetDerivative (DerivativeType &) const

virtual const FixedImageType *	GetFixedImage ()

virtual const FixedImageGradientImageType *	GetFixedImageGradientImage ()

virtual const FixedInterpolatorType *	GetFixedInterpolator ()

virtual const MovingImageType *	GetMovingImage ()

virtual const MovingImageGradientImageType *	GetMovingImageGradientImage ()

virtual const MovingInterpolatorType *	GetMovingInterpolator ()

SizeValueType	GetNumberOfDomainPoints () const

virtual const SizeValueType &	GetNumberOfSkippedFixedSampledPoints ()

virtual ThreadIdType	GetNumberOfThreadsUsed () const

virtual SizeValueType	GetNumberOfValidPoints () const

virtual MeasureType	GetValue () const

virtual void	GetValueAndDerivative (MeasureType &value, DerivativeType &derivative) const

virtual const VirtualPointSetType *	GetVirtualSampledPointSet ()

virtual void	SetFixedImage (const FixedImageType *_arg)

virtual void	SetFixedInterpolator (FixedInterpolatorType *_arg)

virtual void	SetMovingImage (const MovingImageType *_arg)

virtual void	SetMovingInterpolator (MovingInterpolatorType *_arg)

virtual bool	SupportsArbitraryVirtualDomainSamples (void) const

virtual void	SetMovingImageMask (MovingImageMaskType *_arg)

virtual void	SetMovingImageMask (const MovingImageMaskType *_arg)

virtual const MovingImageMaskType *	GetMovingImageMask ()

virtual void	SetFixedImageMask (FixedImageMaskType *_arg)

virtual void	SetFixedImageMask (const FixedImageMaskType *_arg)

virtual const FixedImageMaskType *	GetFixedImageMask ()

virtual void	SetFixedSampledPointSet (FixedSampledPointSetType *_arg)

virtual void	SetFixedSampledPointSet (const FixedSampledPointSetType *_arg)

virtual const FixedSampledPointSetType *	GetFixedSampledPointSet ()

virtual void	SetUseFixedSampledPointSet (bool _arg)

virtual const bool &	GetUseFixedSampledPointSet ()

virtual void	UseFixedSampledPointSetOn ()

virtual void	UseFixedSampledPointSetOff ()

virtual void	SetFixedImageGradientFilter (FixedImageGradientFilterType *_arg)

virtual FixedImageGradientFilterType *	GetFixedImageGradientFilter ()

virtual void	SetMovingImageGradientFilter (MovingImageGradientFilterType *_arg)

virtual MovingImageGradientFilterType *	GetMovingImageGradientFilter ()

virtual void	SetFixedImageGradientCalculator (FixedImageGradientCalculatorType *_arg)

virtual FixedImageGradientCalculatorType *	GetFixedImageGradientCalculator ()

virtual void	SetMovingImageGradientCalculator (MovingImageGradientCalculatorType *_arg)

virtual MovingImageGradientCalculatorType *	GetMovingImageGradientCalculator ()

virtual void	SetUseFixedImageGradientFilter (bool _arg)

virtual const bool &	GetUseFixedImageGradientFilter ()

virtual void	UseFixedImageGradientFilterOn ()

virtual void	UseFixedImageGradientFilterOff ()

virtual void	SetUseMovingImageGradientFilter (bool _arg)

virtual const bool &	GetUseMovingImageGradientFilter ()

virtual void	UseMovingImageGradientFilterOn ()

virtual void	UseMovingImageGradientFilterOff ()

virtual void	SetMaximumNumberOfThreads (const ThreadIdType threads)

virtual ThreadIdType	GetMaximumNumberOfThreads () const

virtual void	SetUseFloatingPointCorrection (bool _arg)

virtual const bool &	GetUseFloatingPointCorrection ()

virtual void	UseFloatingPointCorrectionOn ()

virtual void	UseFloatingPointCorrectionOff ()

virtual void	SetFloatingPointCorrectionResolution (DerivativeValueType _arg)

virtual DerivativeValueType	GetFloatingPointCorrectionResolution () const

Public Member Functions inherited from itk::ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage >
OffsetValueType	ComputeParameterOffsetFromVirtualIndex (const VirtualIndexType &index, const NumberOfParametersType &numberOfLocalParameters) const

OffsetValueType	ComputeParameterOffsetFromVirtualPoint (const VirtualPointType &point, const NumberOfParametersType &numberOfLocalParameters) const

virtual const FixedTransformType *	GetFixedTransform ()

virtual const MovingTransformType *	GetMovingTransform ()

virtual NumberOfParametersType	GetNumberOfLocalParameters () const

virtual NumberOfParametersType	GetNumberOfParameters () const

virtual const ParametersType &	GetParameters () const

const MovingTransformType *	GetTransform ()

VirtualDirectionType	GetVirtualDirection (void) const

virtual const TimeStamp &	GetVirtualDomainTimeStamp (void) const

virtual const VirtualImageType *	GetVirtualImage ()

VirtualOriginType	GetVirtualOrigin (void) const

const VirtualRegionType &	GetVirtualRegion (void) const

VirtualSpacingType	GetVirtualSpacing (void) const

virtual bool	HasLocalSupport () const

virtual void	SetFixedTransform (FixedTransformType *_arg)

virtual void	SetMovingTransform (MovingTransformType *_arg)

virtual void	SetParameters (ParametersType &params)

void	SetTransform (MovingTransformType *transform)

void	SetVirtualDomain (const VirtualSpacingType &spacing, const VirtualOriginType &origin, const VirtualDirectionType &direction, const VirtualRegionType &region)

virtual void	UpdateTransformParameters (const DerivativeType &derivative, ParametersValueType factor)

void	SetVirtualDomainFromImage (VirtualImageType *virtualImage)

void	SetVirtualDomainFromImage (const VirtualImageType *virtualImage)

bool	IsInsideVirtualDomain (const VirtualPointType &point) const

bool	IsInsideVirtualDomain (const VirtualIndexType &index) const

Public Member Functions inherited from itk::ObjectToObjectMetricBase
MeasureType	GetCurrentValue () const

virtual GradientSourceType	GetGradientSource () const

bool	GetGradientSourceIncludesFixed () const

bool	GetGradientSourceIncludesMoving () const

virtual void	GetValueAndDerivative (MeasureType &value, DerivativeType &derivative) const =0

virtual void	SetGradientSource (GradientSourceType _arg)

Public Member Functions inherited from itk::SingleValuedCostFunctionv4
virtual void	GetValueAndDerivative (MeasureType &value, DerivativeType &derivative) const =0

Static Public Member Functions
static Pointer	New ()

Static Public Attributes
static const ImageDimensionType	FixedImageDimension = TFixedImage::ImageDimension

static const ImageDimensionType	MovingImageDimension = TMovingImage::ImageDimension

static const ImageDimensionType	VirtualImageDimension = TVirtualImage::ImageDimension

Static Public Attributes inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage >
static const DimensionType	FixedImageDimension

static const DimensionType	MovingImageDimension

static const DimensionType	VirtualImageDimension

Static Public Attributes inherited from itk::ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage >
static const DimensionType	FixedDimension

static const DimensionType	MovingDimension

static const DimensionType	VirtualDimension

Protected Types
typedef BSplineDerivativeKernelFunction < 3, PDFValueType >	CubicBSplineDerivativeFunctionType

typedef BSplineKernelFunction < 3, PDFValueType >	CubicBSplineFunctionType

typedef JointPDFDerivativesType::IndexType	JointPDFDerivativesIndexType

typedef JointPDFDerivativesType::RegionType	JointPDFDerivativesRegionType

typedef JointPDFDerivativesType::SizeType	JointPDFDerivativesSizeType

typedef JointPDFDerivativesType::PixelType	JointPDFDerivativesValueType

typedef JointPDFType::IndexType	JointPDFIndexType

typedef JointPDFType::RegionType	JointPDFRegionType

typedef JointPDFType::SizeType	JointPDFSizeType

typedef JointPDFType::PixelType	JointPDFValueType

typedef MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader < ThreadedImageRegionPartitioner < Superclass::VirtualImageDimension > , Superclass, Self >	MattesMutualInformationDenseGetValueAndDerivativeThreaderType

typedef MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader < ThreadedIndexedContainerPartitioner, Superclass, Self >	MattesMutualInformationSparseGetValueAndDerivativeThreaderType

typedef std::vector< PRatioType >	PRatioArrayType

typedef PDFValueType	PRatioType

Protected Types inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage >
typedef LinearInterpolateImageFunction < FixedImageGradientImageType, CoordinateRepresentationType >	FixedImageGradientInterpolatorType

typedef LinearInterpolateImageFunction < MovingImageGradientImageType, CoordinateRepresentationType >	MovingImageGradientInterpolatorType

Protected Member Functions
OffsetValueType	ComputeSingleFixedImageParzenWindowIndex (const FixedImagePixelType &value) const

virtual void	GetValueCommonAfterThreadedExecution ()

	MattesMutualInformationImageToImageMetricv4 ()

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

virtual	~MattesMutualInformationImageToImageMetricv4 ()

Protected Member Functions inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage >
virtual void	ComputeFixedImageGradientAtPoint (const FixedImagePointType &mappedPoint, FixedImageGradientType &gradient) const

virtual void	ComputeFixedImageGradientFilterImage ()

virtual void	ComputeMovingImageGradientAtPoint (const MovingImagePointType &mappedPoint, MovingImageGradientType &gradient) const

virtual void	ComputeMovingImageGradientFilterImage () const

virtual bool	GetComputeDerivative () const

virtual void	GetValueAndDerivativeExecute () const

	ImageToImageMetricv4 ()

virtual void	InitializeForIteration () const

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

bool	TransformAndEvaluateFixedPoint (const VirtualPointType &virtualPoint, FixedImagePointType &mappedFixedPoint, FixedImagePixelType &mappedFixedPixelValue) const

bool	TransformAndEvaluateMovingPoint (const VirtualPointType &virtualPoint, MovingImagePointType &mappedMovingPoint, MovingImagePixelType &mappedMovingPixelValue) const

virtual	~ImageToImageMetricv4 ()

virtual void	InitializeDefaultFixedImageGradientFilter (void)

virtual void	InitializeDefaultMovingImageGradientFilter (void)

Protected Member Functions inherited from itk::ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage >
MovingDisplacementFieldTransformType *	GetMovingDisplacementFieldTransform () const

	ObjectToObjectMetric ()

bool	TransformPhysicalPointToVirtualIndex (const VirtualPointType &, VirtualIndexType &) const

void	TransformVirtualIndexToPhysicalPoint (const VirtualIndexType &, VirtualPointType &) const

virtual void	VerifyDisplacementFieldSizeAndPhysicalSpace ()

bool	VerifyNumberOfValidPoints (MeasureType &value, DerivativeType &derivative) const

virtual	~ObjectToObjectMetric ()

Protected Member Functions inherited from itk::ObjectToObjectMetricBase
	ObjectToObjectMetricBase ()

virtual	~ObjectToObjectMetricBase ()

Protected Member Functions inherited from itk::SingleValuedCostFunctionv4
	SingleValuedCostFunctionv4 ()

virtual	~SingleValuedCostFunctionv4 ()

Protected Member Functions inherited from itk::CostFunction
	CostFunction ()

virtual	~CostFunction ()

Protected Member Functions inherited from itk::Object
	Object ()

bool	PrintObservers (std::ostream &os, Indent indent) const

virtual void	SetTimeStamp (const TimeStamp &time)

virtual	~Object ()

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
CubicBSplineDerivativeFunctionType::Pointer	m_CubicBSplineDerivativeKernel

CubicBSplineFunctionType::Pointer	m_CubicBSplineKernel

PDFValueType	m_FixedImageBinSize

PDFValueType	m_FixedImageNormalizedMin

PDFValueType	m_FixedImageTrueMax

PDFValueType	m_FixedImageTrueMin

std::vector< OffsetValueType >	m_JointPdfIndex1DArray

std::vector< DerivativeType >	m_LocalDerivativeByParzenBin

PDFValueType	m_MovingImageBinSize

std::vector< PDFValueType >	m_MovingImageMarginalPDF

PDFValueType	m_MovingImageNormalizedMin

PDFValueType	m_MovingImageTrueMax

PDFValueType	m_MovingImageTrueMin

SizeValueType	m_NumberOfHistogramBins

PRatioArrayType	m_PRatioArray

std::vector< std::vector < PDFValueType > >	m_ThreaderFixedImageMarginalPDF

std::vector < JointPDFType::Pointer >	m_ThreaderJointPDF

std::vector < JointPDFDerivativesType::Pointer >	m_ThreaderJointPDFDerivatives

std::vector< int >	m_ThreaderJointPDFEndBin

std::vector< int >	m_ThreaderJointPDFStartBin

std::vector< PDFValueType >	m_ThreaderJointPDFSum

Protected Attributes inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage >
DefaultFixedImageGradientCalculator::Pointer	m_DefaultFixedImageGradientCalculator

DefaultFixedImageGradientFilter::Pointer	m_DefaultFixedImageGradientFilter

DefaultMovingImageGradientCalculator::Pointer	m_DefaultMovingImageGradientCalculator

DefaultMovingImageGradientFilter::Pointer	m_DefaultMovingImageGradientFilter

ImageToImageMetricv4GetValueAndDerivativeThreader < ThreadedImageRegionPartitioner < VirtualImageDimension > , Self >::Pointer	m_DenseGetValueAndDerivativeThreader

DerivativeType *	m_DerivativeResult

FixedImageConstPointer	m_FixedImage

FixedImageGradientCalculatorPointer	m_FixedImageGradientCalculator

FixedImageGradientFilterPointer	m_FixedImageGradientFilter

FixedImageGradientImagePointer	m_FixedImageGradientImage

FixedImageGradientInterpolatorType::Pointer	m_FixedImageGradientInterpolator

FixedImageMaskConstPointer	m_FixedImageMask

FixedInterpolatorPointer	m_FixedInterpolator

FixedSampledPointSetConstPointer	m_FixedSampledPointSet

MovingImageConstPointer	m_MovingImage

MovingImageGradientCalculatorPointer	m_MovingImageGradientCalculator

MovingImageGradientFilterPointer	m_MovingImageGradientFilter

MovingImageGradientImagePointer	m_MovingImageGradientImage

MovingImageGradientInterpolatorType::Pointer	m_MovingImageGradientInterpolator

MovingImageMaskConstPointer	m_MovingImageMask

MovingInterpolatorPointer	m_MovingInterpolator

ImageToImageMetricv4GetValueAndDerivativeThreader < ThreadedIndexedContainerPartitioner, Self >::Pointer	m_SparseGetValueAndDerivativeThreader

bool	m_UseFixedImageGradientFilter

bool	m_UseFixedSampledPointSet

bool	m_UseMovingImageGradientFilter

VirtualPointSetPointer	m_VirtualSampledPointSet

Protected Attributes inherited from itk::ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage >
FixedTransformPointer	m_FixedTransform

MovingTransformPointer	m_MovingTransform

SizeValueType	m_NumberOfValidPoints

bool	m_UserHasSetVirtualDomain

VirtualImagePointer	m_VirtualImage

Protected Attributes inherited from itk::ObjectToObjectMetricBase
GradientSourceType	m_GradientSource

MeasureType	m_Value

Private Member Functions
virtual void	ComputeResults (void) const

	MattesMutualInformationImageToImageMetricv4 (const Self &)

void	operator= (const Self &)

Friends
class	MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedImageRegionPartitioner< Superclass::VirtualImageDimension >, Superclass, Self >

class	MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedIndexedContainerPartitioner, Superclass, Self >