itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits > Class Template Reference

#include <itkMattesMutualInformationImageToImageMetricv4.h>

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

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

Classes
class	DerivativeBufferManager

Public Types
using	ConstPointer = SmartPointer< const Self >
using	DerivativeType = typename Superclass::DerivativeType
using	DerivativeValueType = typename DerivativeType::ValueType
using	FixedImageGradientType = typename Superclass::FixedImageGradientType
using	FixedImageIndexType = typename Superclass::FixedImageIndexType
using	FixedImagePixelType = typename Superclass::FixedImagePixelType
using	FixedImagePointType = typename Superclass::FixedImagePointType
using	FixedImageType = typename Superclass::FixedImageType
using	FixedSampledPointSetPointer = typename Superclass::FixedSampledPointSetPointer
using	JacobianType = typename Superclass::JacobianType
using	MeasureType = typename Superclass::MeasureType
using	MovingImageGradientType = typename Superclass::MovingImageGradientType
using	MovingImagePixelType = typename Superclass::MovingImagePixelType
using	MovingImagePointType = typename Superclass::MovingImagePointType
using	MovingTransformType = typename Superclass::MovingTransformType
using	Pointer = SmartPointer< Self >
using	Self = MattesMutualInformationImageToImageMetricv4
using	Superclass = ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >
using	VirtualImageType = typename Superclass::VirtualImageType
using	VirtualIndexType = typename Superclass::VirtualIndexType
using	VirtualPointSetType = typename Superclass::VirtualPointSetType
using	VirtualPointType = typename Superclass::VirtualPointType
Public Types inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >
using	ConstPointer = SmartPointer< const Self >
using	CoordinateRepresentationType = typename Superclass::CoordinateRepresentationType
using	DefaultFixedImageGradientCalculator = typename MetricTraits::DefaultFixedImageGradientCalculator
using	DefaultFixedImageGradientFilter = typename MetricTraits::DefaultFixedImageGradientFilter
using	DefaultMovingImageGradientCalculator = typename MetricTraits::DefaultMovingImageGradientCalculator
using	DefaultMovingImageGradientFilter = typename MetricTraits::DefaultMovingImageGradientFilter
using	DerivativeType = typename Superclass::DerivativeType
using	DerivativeValueType = typename DerivativeType::ValueType
using	DimensionType = typename Superclass::DimensionType
using	FixedGradientPixelType = typename MetricTraits::FixedGradientPixelType
using	FixedImageComponentGradientType = CovariantVector< typename FixedImageGradientType::ValueType, FixedImageDimension >
using	FixedImageConstPointer = typename FixedImageType::ConstPointer
using	FixedImageGradientCalculatorPointer = typename FixedImageGradientCalculatorType::Pointer
using	FixedImageGradientCalculatorType = typename MetricTraits::FixedImageGradientCalculatorType
using	FixedImageGradientFilterPointer = typename FixedImageGradientFilterType::Pointer
using	FixedImageGradientFilterType = typename MetricTraits::FixedImageGradientFilterType
using	FixedImageGradientImagePointer = typename FixedImageGradientImageType::Pointer
using	FixedImageGradientImageType = typename MetricTraits::FixedImageGradientImageType
using	FixedImageGradientType = typename MetricTraits::FixedImageGradientType
using	FixedImageIndexType = typename FixedImageType::IndexType
using	FixedImageMaskConstPointer = typename FixedImageMaskType::ConstPointer
using	FixedImageMaskPointer = typename FixedImageMaskType::Pointer
using	FixedImageMaskType = SpatialObject< Self::FixedImageDimension >
using	FixedImagePixelType = typename FixedImageType::PixelType
using	FixedImagePointer = typename FixedImageType::Pointer
using	FixedImagePointType = typename FixedImageType::PointType
using	FixedImageType = TFixedImage
using	FixedInputPointType = typename Superclass::FixedInputPointType
using	FixedInterpolatorPointer = typename FixedInterpolatorType::Pointer
using	FixedInterpolatorType = InterpolateImageFunction< FixedImageType, CoordinateRepresentationType >
using	FixedOutputPointType = typename Superclass::FixedOutputPointType
using	FixedPixelType = FixedImagePixelType
using	FixedRealType = typename MetricTraits::FixedRealType
using	FixedSampledPointSetConstPointer = typename FixedSampledPointSetType::ConstPointer
using	FixedSampledPointSetPointer = typename FixedSampledPointSetType::Pointer
using	FixedSampledPointSetType = PointSet< typename FixedImageType::PixelType, Self::FixedImageDimension >
using	FixedScalarRealType = typename NumericTraits< FixedRealType >::ScalarRealType
using	FixedTransformJacobianType = typename Superclass::FixedTransformJacobianType
using	FixedTransformParametersType = typename Superclass::FixedTransformParametersType
using	FixedTransformPointer = typename Superclass::FixedTransformPointer
using	FixedTransformType = typename Superclass::FixedTransformType
using	GradientSourceEnum = typename Superclass::GradientSourceEnum
using	ImageDimensionType = typename Superclass::DimensionType
using	InternalComputationValueType = TInternalComputationValueType
using	JacobianType = typename Superclass::JacobianType
using	MeasureType = typename Superclass::MeasureType
using	MetricTraits = TMetricTraits
using	MovingGradientPixelType = typename MetricTraits::MovingGradientPixelType
using	MovingImageComponentGradientType = CovariantVector< typename MovingImageGradientType::ValueType, MovingImageDimension >
using	MovingImageConstPointer = typename MovingImageType::ConstPointer
using	MovingImageGradientCalculatorPointer = typename MovingImageGradientCalculatorType::Pointer
using	MovingImageGradientCalculatorType = typename MetricTraits::MovingImageGradientCalculatorType
using	MovingImageGradientFilterPointer = typename MovingImageGradientFilterType::Pointer
using	MovingImageGradientFilterType = typename MetricTraits::MovingImageGradientFilterType
using	MovingImageGradientImagePointer = typename MovingImageGradientImageType::Pointer
using	MovingImageGradientImageType = typename MetricTraits::MovingImageGradientImageType
using	MovingImageGradientType = typename MetricTraits::MovingImageGradientType
using	MovingImageIndexType = typename MovingImageType::IndexType
using	MovingImageMaskConstPointer = typename MovingImageMaskType::ConstPointer
using	MovingImageMaskPointer = typename MovingImageMaskType::Pointer
using	MovingImageMaskType = SpatialObject< Self::MovingImageDimension >
using	MovingImagePixelType = typename MovingImageType::PixelType
using	MovingImagePointer = typename MovingImageType::Pointer
using	MovingImagePointType = typename MovingImageType::PointType
using	MovingImageRegionType = typename MovingImageType::RegionType
using	MovingImageType = TMovingImage
using	MovingInputPointType = typename Superclass::MovingInputPointType
using	MovingInterpolatorPointer = typename MovingInterpolatorType::Pointer
using	MovingInterpolatorType = InterpolateImageFunction< MovingImageType, CoordinateRepresentationType >
using	MovingOutputPointType = typename Superclass::MovingOutputPointType
using	MovingPixelType = MovingImagePixelType
using	MovingRealType = typename MetricTraits::MovingRealType
using	MovingScalarRealType = typename NumericTraits< MovingRealType >::ScalarRealType
using	MovingTransformJacobianType = typename Superclass::MovingTransformJacobianType
using	MovingTransformParametersType = typename Superclass::MovingTransformParametersType
using	MovingTransformPointer = typename Superclass::MovingTransformPointer
using	MovingTransformType = typename Superclass::MovingTransformType
using	NumberOfParametersType = typename Superclass::NumberOfParametersType
using	ObjectType = typename Superclass::ObjectType
using	ParametersType = typename Superclass::ParametersType
using	ParametersValueType = typename Superclass::ParametersValueType
using	Pointer = SmartPointer< Self >
using	Self = ImageToImageMetricv4
using	Superclass = ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage, TInternalComputationValueType >
using	VirtualDirectionType = typename Superclass::VirtualDirectionType
using	VirtualImageComponentGradientType = CovariantVector< typename VirtualImageGradientType::ValueType, VirtualImageDimension >
using	VirtualImageGradientType = typename MetricTraits::VirtualImageGradientType
using	VirtualImagePointer = typename Superclass::VirtualImagePointer
using	VirtualImageType = typename Superclass::VirtualImageType
using	VirtualIndexType = typename Superclass::VirtualIndexType
using	VirtualOriginType = typename Superclass::VirtualPointType
using	VirtualPixelType = typename Superclass::VirtualPixelType
using	VirtualPointSetPointer = typename Superclass::VirtualPointSetPointer
using	VirtualPointSetType = typename Superclass::VirtualPointSetType
using	VirtualPointType = typename Superclass::VirtualPointType
using	VirtualRadiusType = typename Superclass::VirtualSizeType
using	VirtualRegionType = typename Superclass::VirtualRegionType
using	VirtualSizeType = typename Superclass::VirtualSizeType
using	VirtualSpacingType = typename Superclass::VirtualSpacingType
using	MetricCategoryType = typename Superclass::MetricCategoryType
Public Types inherited from itk::ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage, TInternalComputationValueType >
using	ConstPointer = SmartPointer< const Self >
using	CoordinateRepresentationType = TInternalComputationValueType
using	DerivativeType = typename Superclass::DerivativeType
using	DerivativeValueType = typename Superclass::DerivativeValueType
using	DimensionType = SizeValueType
using	FixedInputPointType = typename FixedTransformType::InputPointType
using	FixedOutputPointType = typename FixedTransformType::OutputPointType
using	FixedTransformJacobianType = typename FixedTransformType::JacobianType
using	FixedTransformParametersType = typename FixedTransformType::ParametersType
using	FixedTransformPointer = typename FixedTransformType::Pointer
using	FixedTransformType = Transform< TInternalComputationValueType, TVirtualImage::ImageDimension, TFixedDimension >
using	GradientSourceEnum = typename Superclass::GradientSourceEnum
using	InternalComputationValueType = TInternalComputationValueType
using	JacobianType = typename FixedTransformType::JacobianType
using	MeasureType = typename Superclass::MeasureType
using	MovingDisplacementFieldTransformType = DisplacementFieldTransform< CoordinateRepresentationType, Self::MovingDimension >
using	MovingInputPointType = typename MovingTransformType::InputPointType
using	MovingOutputPointType = typename MovingTransformType::OutputPointType
using	MovingTransformJacobianType = typename MovingTransformType::JacobianType
using	MovingTransformParametersType = typename MovingTransformType::ParametersType
using	MovingTransformPointer = typename MovingTransformType::Pointer
using	MovingTransformType = Transform< TInternalComputationValueType, TVirtualImage::ImageDimension, TMovingDimension >
using	NumberOfParametersType = typename Superclass::NumberOfParametersType
using	ObjectType = typename Superclass::Object
using	ParametersType = typename Superclass::ParametersType
using	Pointer = SmartPointer< Self >
using	Self = ObjectToObjectMetric
using	Superclass = ObjectToObjectMetricBaseTemplate< TInternalComputationValueType >
using	VirtualDirectionType = typename VirtualImageType::DirectionType
using	VirtualImageConstPointer = typename VirtualImageType::ConstPointer
using	VirtualImagePointer = typename VirtualImageType::Pointer
using	VirtualImageType = TVirtualImage
using	VirtualIndexType = typename VirtualImageType::IndexType
using	VirtualOriginType = typename VirtualImageType::PointType
using	VirtualPixelType = typename VirtualImageType::PixelType
using	VirtualPointSetPointer = typename VirtualPointSetType::Pointer
using	VirtualPointSetType = PointSet< VirtualPixelType, Self::VirtualDimension >
using	VirtualPointType = typename VirtualImageType::PointType
using	VirtualRadiusType = typename VirtualImageType::SizeType
using	VirtualRegionType = typename VirtualImageType::RegionType
using	VirtualSizeType = typename VirtualRegionType::SizeType
using	VirtualSpacingType = typename VirtualImageType::SpacingType
using	MetricCategoryType = typename Superclass::MetricCategoryEnum
Public Types inherited from itk::ObjectToObjectMetricBaseTemplate< TInternalComputationValueType >
using	ConstPointer = SmartPointer< const Self >
using	CoordinateRepresentationType = TInternalComputationValueType
using	DerivativeType = typename Superclass::DerivativeType
using	DerivativeValueType = typename DerivativeType::ValueType
using	MeasureType = typename Superclass::MeasureType
using	ObjectConstPointer = typename ObjectType::ConstPointer
using	ObjectType = Object
using	ParametersType = typename Superclass::ParametersType
using	ParametersValueType = TInternalComputationValueType
using	Pointer = SmartPointer< Self >
using	Self = ObjectToObjectMetricBaseTemplate
using	Superclass = SingleValuedCostFunctionv4Template< TInternalComputationValueType >
using	GradientSourceEnum = itk::ObjectToObjectMetricBaseTemplateEnums::GradientSource
using	NumberOfParametersType = unsigned int
using	MetricCategoryEnum = itk::ObjectToObjectMetricBaseTemplateEnums::MetricCategory
Public Types inherited from itk::SingleValuedCostFunctionv4Template< TInternalComputationValueType >
using	ConstPointer = SmartPointer< const Self >
using	DerivativeType = Array< TInternalComputationValueType >
using	MeasureType = TInternalComputationValueType
using	ParametersType = typename Superclass::ParametersType
using	Pointer = SmartPointer< Self >
using	Self = SingleValuedCostFunctionv4Template
using	Superclass = CostFunctionTemplate< TInternalComputationValueType >
Public Types inherited from itk::CostFunctionTemplate< TInternalComputationValueType >
using	ConstPointer = SmartPointer< const Self >
using	ParametersType = OptimizerParameters< TInternalComputationValueType >
using	ParametersValueType = TInternalComputationValueType
using	Pointer = SmartPointer< Self >
using	Self = CostFunctionTemplate
using	Superclass = Object
Public Types inherited from itk::Object
using	ConstPointer = SmartPointer< const Self >
using	Pointer = SmartPointer< Self >
using	Self = Object
using	Superclass = LightObject
Public Types inherited from itk::LightObject
using	ConstPointer = SmartPointer< const Self >
using	Pointer = SmartPointer< Self >
using	Self = LightObject

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother () const
virtual const char *	GetNameOfClass () const
Public Member Functions inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >
void	SetFixedObject (const ObjectType *object) override
void	SetMovingObject (const ObjectType *object) override
virtual void	SetFixedImage (const FixedImageType *_arg)
virtual const FixedImageType *	GetFixedImage () const
virtual void	SetMovingImage (const MovingImageType *_arg)
virtual const MovingImageType *	GetMovingImage () const
virtual void	SetFixedInterpolator (FixedInterpolatorType *_arg)
virtual FixedInterpolatorType *	GetModifiableFixedInterpolator ()
virtual const FixedInterpolatorType *	GetFixedInterpolator () const
virtual void	SetMovingInterpolator (MovingInterpolatorType *_arg)
virtual MovingInterpolatorType *	GetModifiableMovingInterpolator ()
virtual const MovingInterpolatorType *	GetMovingInterpolator () const
virtual void	SetMovingImageMask (MovingImageMaskType *_arg)
virtual void	SetMovingImageMask (const MovingImageMaskType *_arg)
virtual const MovingImageMaskType *	GetMovingImageMask () const
virtual void	SetFixedImageMask (FixedImageMaskType *_arg)
virtual void	SetFixedImageMask (const FixedImageMaskType *_arg)
virtual const FixedImageMaskType *	GetFixedImageMask () const
virtual void	SetFixedSampledPointSet (FixedSampledPointSetType *_arg)
virtual void	SetFixedSampledPointSet (const FixedSampledPointSetType *_arg)
virtual const FixedSampledPointSetType *	GetFixedSampledPointSet () const
virtual void	SetVirtualSampledPointSet (VirtualPointSetType *_arg)
virtual const VirtualPointSetType *	GetVirtualSampledPointSet () const
virtual void	SetUseSampledPointSet (bool _arg)
virtual const bool &	GetUseSampledPointSet () const
virtual void	UseSampledPointSetOn ()
virtual void	UseSampledPointSetOff ()
virtual void	SetUseVirtualSampledPointSet (bool _arg)
virtual const bool &	GetUseVirtualSampledPointSet () const
virtual void	UseVirtualSampledPointSetOn ()
virtual void	UseVirtualSampledPointSetOff ()
virtual void	SetFixedImageGradientFilter (FixedImageGradientFilterType *_arg)
virtual FixedImageGradientFilterType *	GetModifiableFixedImageGradientFilter ()
virtual const FixedImageGradientFilterType *	GetFixedImageGradientFilter () const
virtual void	SetMovingImageGradientFilter (MovingImageGradientFilterType *_arg)
virtual MovingImageGradientFilterType *	GetModifiableMovingImageGradientFilter ()
virtual const MovingImageGradientFilterType *	GetMovingImageGradientFilter () const
virtual void	SetFixedImageGradientCalculator (FixedImageGradientCalculatorType *_arg)
virtual FixedImageGradientCalculatorType *	GetModifiableFixedImageGradientCalculator ()
virtual const FixedImageGradientCalculatorType *	GetFixedImageGradientCalculator () const
virtual void	SetMovingImageGradientCalculator (MovingImageGradientCalculatorType *_arg)
virtual MovingImageGradientCalculatorType *	GetModifiableMovingImageGradientCalculator ()
virtual const MovingImageGradientCalculatorType *	GetMovingImageGradientCalculator () const
virtual void	SetUseFixedImageGradientFilter (bool _arg)
virtual const bool &	GetUseFixedImageGradientFilter () const
virtual void	UseFixedImageGradientFilterOn ()
virtual void	UseFixedImageGradientFilterOff ()
virtual void	SetUseMovingImageGradientFilter (bool _arg)
virtual const bool &	GetUseMovingImageGradientFilter () const
virtual void	UseMovingImageGradientFilterOn ()
virtual void	UseMovingImageGradientFilterOff ()
virtual ThreadIdType	GetNumberOfWorkUnitsUsed () const
virtual void	SetMaximumNumberOfWorkUnits (const ThreadIdType number)
virtual ThreadIdType	GetMaximumNumberOfWorkUnits () const
virtual FixedImageGradientImageType *	GetModifiableFixedImageGradientImage ()
virtual const FixedImageGradientImageType *	GetFixedImageGradientImage () const
virtual MovingImageGradientImageType *	GetModifiableMovingImageGradientImage ()
virtual const MovingImageGradientImageType *	GetMovingImageGradientImage () const
SizeValueType	GetNumberOfValidPoints () const override
SizeValueType	GetNumberOfDomainPoints () const
virtual void	SetUseFloatingPointCorrection (bool _arg)
virtual const bool &	GetUseFloatingPointCorrection () const
virtual void	UseFloatingPointCorrectionOn ()
virtual void	UseFloatingPointCorrectionOff ()
virtual void	SetFloatingPointCorrectionResolution (DerivativeValueType _arg)
virtual DerivativeValueType	GetFloatingPointCorrectionResolution () const
MeasureType	GetValue () const override
void	GetDerivative (DerivativeType &) const override
void	GetValueAndDerivative (MeasureType &value, DerivativeType &derivative) const override
virtual const SizeValueType &	GetNumberOfSkippedFixedSampledPoints () const
bool	SupportsArbitraryVirtualDomainSamples () const override
MetricCategoryType	GetMetricCategory () const override
Public Member Functions inherited from itk::ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage, TInternalComputationValueType >
OffsetValueType	ComputeParameterOffsetFromVirtualIndex (const VirtualIndexType &index, const NumberOfParametersType &numberOfLocalParameters) const
OffsetValueType	ComputeParameterOffsetFromVirtualPoint (const VirtualPointType &point, const NumberOfParametersType &numberOfLocalParameters) const
virtual const FixedTransformType *	GetFixedTransform () const
virtual FixedTransformType *	GetModifiableFixedTransform ()
virtual MovingTransformType *	GetModifiableMovingTransform ()
virtual VirtualImageType *	GetModifiableVirtualImage ()
virtual const MovingTransformType *	GetMovingTransform () const
NumberOfParametersType	GetNumberOfLocalParameters () const override
NumberOfParametersType	GetNumberOfParameters () const override
const ParametersType &	GetParameters () const override
const MovingTransformType *	GetTransform ()
VirtualDirectionType	GetVirtualDirection () const
virtual const TimeStamp &	GetVirtualDomainTimeStamp () const
virtual const VirtualImageType *	GetVirtualImage () const
VirtualOriginType	GetVirtualOrigin () const
const VirtualRegionType &	GetVirtualRegion () const
VirtualSpacingType	GetVirtualSpacing () const
bool	HasLocalSupport () const override
void	Initialize () override
virtual void	SetFixedTransform (FixedTransformType *_arg)
virtual void	SetMovingTransform (MovingTransformType *_arg)
void	SetParameters (ParametersType &params) override
void	SetTransform (MovingTransformType *transform)
void	SetVirtualDomain (const VirtualSpacingType &spacing, const VirtualOriginType &origin, const VirtualDirectionType &direction, const VirtualRegionType &region)
void	SetVirtualDomainFromImage (const VirtualImageType *virtualImage)
void	UpdateTransformParameters (const DerivativeType &derivative, TInternalComputationValueType factor) override
bool	IsInsideVirtualDomain (const VirtualPointType &point) const
bool	IsInsideVirtualDomain (const VirtualIndexType &index) const
MetricCategoryType	GetMetricCategory () const override
Public Member Functions inherited from itk::ObjectToObjectMetricBaseTemplate< TInternalComputationValueType >
virtual const ObjectType *	GetFixedObject () const
virtual const ObjectType *	GetMovingObject () const
virtual void	SetGradientSource (GradientSourceEnum _arg)
virtual GradientSourceEnum	GetGradientSource () const
bool	GetGradientSourceIncludesFixed () const
bool	GetGradientSourceIncludesMoving () const
MeasureType	GetCurrentValue () const
Public Member Functions inherited from itk::SingleValuedCostFunctionv4Template< TInternalComputationValueType >
virtual void	GetValueAndDerivative (MeasureType &value, DerivativeType &derivative) const =0
Public Member Functions inherited from itk::Object
unsigned long	AddObserver (const EventObject &event, Command *)
unsigned long	AddObserver (const EventObject &event, Command *) const
unsigned long	AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const
virtual void	DebugOff () const
virtual void	DebugOn () const
Command *	GetCommand (unsigned long tag)
bool	GetDebug () const
MetaDataDictionary &	GetMetaDataDictionary ()
const MetaDataDictionary &	GetMetaDataDictionary () const
virtual ModifiedTimeType	GetMTime () const
virtual const TimeStamp &	GetTimeStamp () const
bool	HasObserver (const EventObject &event) const
void	InvokeEvent (const EventObject &)
void	InvokeEvent (const EventObject &) const
virtual void	Modified () const
void	Register () const override
void	RemoveAllObservers ()
void	RemoveObserver (unsigned long tag)
void	SetDebug (bool debugFlag) const
void	SetReferenceCount (int) override
void	UnRegister () const noexcept override
void	SetMetaDataDictionary (const MetaDataDictionary &rhs)
void	SetMetaDataDictionary (MetaDataDictionary &&rrhs)
virtual void	SetObjectName (std::string _arg)
virtual const std::string &	GetObjectName () const
Public Member Functions inherited from itk::LightObject
Pointer	Clone () const
virtual void	Delete ()
virtual int	GetReferenceCount () const
void	Print (std::ostream &os, Indent indent=0) const

Static Public Member Functions
static Pointer	New ()
Static Public Member Functions inherited from itk::Object
static bool	GetGlobalWarningDisplay ()
static void	GlobalWarningDisplayOff ()
static void	GlobalWarningDisplayOn ()
static Pointer	New ()
static void	SetGlobalWarningDisplay (bool val)
Static Public Member Functions inherited from itk::LightObject
static void	BreakOnError ()
static Pointer	New ()

Static Public Attributes
static constexpr TFixedImage::ImageDimensionType	FixedImageDimension = TFixedImage::ImageDimension
static constexpr TMovingImage::ImageDimensionType	MovingImageDimension = TMovingImage::ImageDimension
static constexpr TVirtualImage::ImageDimensionType	VirtualImageDimension = TVirtualImage::ImageDimension
Static Public Attributes inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >
static constexpr DimensionType	FixedImageDimension = Superclass::FixedDimension
static constexpr DimensionType	MovingImageDimension = Superclass::MovingDimension
static constexpr DimensionType	VirtualImageDimension = Superclass::VirtualDimension
Static Public Attributes inherited from itk::ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage, TInternalComputationValueType >
static constexpr DimensionType	FixedDimension
static constexpr DimensionType	MovingDimension
static constexpr DimensionType	VirtualDimension
using	PDFValueType = TInternalComputationValueType
using	JointPDFType = Image< PDFValueType, 2 >
using	JointPDFDerivativesType = Image< PDFValueType, 3 >
using	MattesMutualInformationDenseGetValueAndDerivativeThreaderType = MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedImageRegionPartitioner< Superclass::VirtualImageDimension >, Superclass, Self >
using	MattesMutualInformationSparseGetValueAndDerivativeThreaderType = MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedIndexedContainerPartitioner, Superclass, Self >
using	JointPDFIndexType = typename JointPDFType::IndexType
using	JointPDFValueType = typename JointPDFType::PixelType
using	JointPDFRegionType = typename JointPDFType::RegionType
using	JointPDFSizeType = typename JointPDFType::SizeType
using	JointPDFDerivativesIndexType = typename JointPDFDerivativesType::IndexType
using	JointPDFDerivativesValueType = typename JointPDFDerivativesType::PixelType
using	JointPDFDerivativesRegionType = typename JointPDFDerivativesType::RegionType
using	JointPDFDerivativesSizeType = typename JointPDFDerivativesType::SizeType
using	CubicBSplineFunctionType = BSplineKernelFunction< 3, PDFValueType >
using	CubicBSplineDerivativeFunctionType = BSplineDerivativeKernelFunction< 3, PDFValueType >
using	PRatioType = PDFValueType
using	PRatioArrayType = std::vector< PRatioType >
class	MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedImageRegionPartitioner< Superclass::VirtualImageDimension >, Superclass, Self >
class	MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedIndexedContainerPartitioner, Superclass, Self >
SizeValueType	m_NumberOfHistogramBins { 50 }
PDFValueType	m_MovingImageNormalizedMin
PDFValueType	m_FixedImageNormalizedMin
PDFValueType	m_FixedImageTrueMin
PDFValueType	m_FixedImageTrueMax
PDFValueType	m_MovingImageTrueMin
PDFValueType	m_MovingImageTrueMax
PDFValueType	m_FixedImageBinSize
PDFValueType	m_MovingImageBinSize
CubicBSplineFunctionType::Pointer	m_CubicBSplineKernel
CubicBSplineDerivativeFunctionType::Pointer	m_CubicBSplineDerivativeKernel
PRatioArrayType	m_PRatioArray
std::vector< OffsetValueType >	m_JointPdfIndex1DArray
std::vector< PDFValueType >	m_MovingImageMarginalPDF
std::vector< std::vector< PDFValueType > >	m_ThreaderFixedImageMarginalPDF
std::vector< typename JointPDFType::Pointer >	m_ThreaderJointPDF
std::vector< DerivativeBufferManager >	m_ThreaderDerivativeManager
std::mutex	m_JointPDFDerivativesLock
JointPDFDerivativesType::Pointer	m_JointPDFDerivatives
PDFValueType	m_JointPDFSum
std::vector< DerivativeType >	m_LocalDerivativeByParzenBin
virtual void	SetNumberOfHistogramBins (SizeValueType _arg)
virtual const SizeValueType &	GetNumberOfHistogramBins () const
void	Initialize () override
const JointPDFType::Pointer	GetJointPDF () const
const JointPDFDerivativesType::Pointer	GetJointPDFDerivatives () const
void	FinalizeThread (const ThreadIdType threadId) override
	MattesMutualInformationImageToImageMetricv4 ()
	~MattesMutualInformationImageToImageMetricv4 () override=default
void	PrintSelf (std::ostream &os, Indent indent) const override
virtual void	GetValueCommonAfterThreadedExecution ()
OffsetValueType	ComputeSingleFixedImageParzenWindowIndex (const FixedImagePixelType &value) const
virtual void	ComputeResults () const

Additional Inherited Members
Protected Types inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >
using	FixedImageGradientInterpolatorType = LinearInterpolateImageFunction< FixedImageGradientImageType, CoordinateRepresentationType >
using	MovingImageGradientInterpolatorType = LinearInterpolateImageFunction< MovingImageGradientImageType, CoordinateRepresentationType >
Protected Member Functions inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >
virtual void	InitializeForIteration () const
bool	TransformAndEvaluateFixedPoint (const VirtualPointType &virtualPoint, FixedImagePointType &mappedFixedPoint, FixedImagePixelType &mappedFixedPixelValue) const
bool	TransformAndEvaluateMovingPoint (const VirtualPointType &virtualPoint, MovingImagePointType &mappedMovingPoint, MovingImagePixelType &mappedMovingPixelValue) const
virtual void	ComputeFixedImageGradientAtPoint (const FixedImagePointType &mappedPoint, FixedImageGradientType &gradient) const
virtual void	ComputeMovingImageGradientAtPoint (const MovingImagePointType &mappedPoint, MovingImageGradientType &gradient) const
virtual void	ComputeFixedImageGradientFilterImage ()
virtual void	ComputeMovingImageGradientFilterImage () const
virtual void	GetValueAndDerivativeExecute () const
virtual void	InitializeDefaultFixedImageGradientFilter ()
virtual void	InitializeDefaultMovingImageGradientFilter ()
virtual bool	GetComputeDerivative () const
	ImageToImageMetricv4 ()
	~ImageToImageMetricv4 () override=default
Protected Member Functions inherited from itk::ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage, TInternalComputationValueType >
	ObjectToObjectMetric ()
	~ObjectToObjectMetric () override=default
void	PrintSelf (std::ostream &os, Indent indent) const override
virtual void	VerifyDisplacementFieldSizeAndPhysicalSpace ()
bool	TransformPhysicalPointToVirtualIndex (const VirtualPointType &, VirtualIndexType &) const
void	TransformVirtualIndexToPhysicalPoint (const VirtualIndexType &, VirtualPointType &) const
const MovingDisplacementFieldTransformType *	GetMovingDisplacementFieldTransform () const
bool	VerifyNumberOfValidPoints (MeasureType &value, DerivativeType &derivative) const
Protected Member Functions inherited from itk::ObjectToObjectMetricBaseTemplate< TInternalComputationValueType >
	ObjectToObjectMetricBaseTemplate ()
	~ObjectToObjectMetricBaseTemplate () override=default
Protected Member Functions inherited from itk::SingleValuedCostFunctionv4Template< TInternalComputationValueType >
	SingleValuedCostFunctionv4Template ()=default
	~SingleValuedCostFunctionv4Template () override=default
Protected Member Functions inherited from itk::CostFunctionTemplate< TInternalComputationValueType >
	CostFunctionTemplate ()=default
	~CostFunctionTemplate () override=default
Protected Member Functions inherited from itk::Object
	Object ()
	~Object () override
bool	PrintObservers (std::ostream &os, Indent indent) const
virtual void	SetTimeStamp (const TimeStamp &timeStamp)
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 inherited from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >
ImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedImageRegionPartitioner< VirtualImageDimension >, Self >::Pointer	m_DenseGetValueAndDerivativeThreader
ImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedIndexedContainerPartitioner, Self >::Pointer	m_SparseGetValueAndDerivativeThreader
FixedImageConstPointer	m_FixedImage
MovingImageConstPointer	m_MovingImage
FixedInterpolatorPointer	m_FixedInterpolator
MovingInterpolatorPointer	m_MovingInterpolator
FixedImageGradientInterpolatorType::Pointer	m_FixedImageGradientInterpolator
MovingImageGradientInterpolatorType::Pointer	m_MovingImageGradientInterpolator
bool	m_UseFixedImageGradientFilter
bool	m_UseMovingImageGradientFilter
FixedImageGradientFilterPointer	m_FixedImageGradientFilter
MovingImageGradientFilterPointer	m_MovingImageGradientFilter
DefaultFixedImageGradientFilter::Pointer	m_DefaultFixedImageGradientFilter
DefaultMovingImageGradientFilter::Pointer	m_DefaultMovingImageGradientFilter
DefaultFixedImageGradientCalculator::Pointer	m_DefaultFixedImageGradientCalculator
DefaultMovingImageGradientCalculator::Pointer	m_DefaultMovingImageGradientCalculator
FixedImageGradientImagePointer	m_FixedImageGradientImage
MovingImageGradientImagePointer	m_MovingImageGradientImage
FixedImageGradientCalculatorPointer	m_FixedImageGradientCalculator
MovingImageGradientCalculatorPointer	m_MovingImageGradientCalculator
DerivativeType *	m_DerivativeResult
FixedImageMaskConstPointer	m_FixedImageMask
MovingImageMaskConstPointer	m_MovingImageMask
FixedSampledPointSetConstPointer	m_FixedSampledPointSet
VirtualPointSetPointer	m_VirtualSampledPointSet
bool	m_UseSampledPointSet
bool	m_UseVirtualSampledPointSet
Protected Attributes inherited from itk::ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage, TInternalComputationValueType >
FixedTransformPointer	m_FixedTransform
MovingTransformPointer	m_MovingTransform
VirtualImagePointer	m_VirtualImage
bool	m_UserHasSetVirtualDomain
SizeValueType	m_NumberOfValidPoints
Protected Attributes inherited from itk::ObjectToObjectMetricBaseTemplate< TInternalComputationValueType >
ObjectConstPointer	m_FixedObject
ObjectConstPointer	m_MovingObject
GradientSourceEnum	m_GradientSource
MeasureType	m_Value
Protected Attributes inherited from itk::LightObject
std::atomic< int >	m_ReferenceCount

Detailed Description

template<typename TFixedImage, typename TMovingImage, typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>
class itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >

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 arbitrary 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 constructed, 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 portions 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

Examples

Examples/RegistrationITKv4/DeformableRegistration12.cxx, Examples/RegistrationITKv4/DeformableRegistration8.cxx, Examples/RegistrationITKv4/ImageRegistration11.cxx, Examples/RegistrationITKv4/ImageRegistration13.cxx, Examples/RegistrationITKv4/ImageRegistration4.cxx, Examples/RegistrationITKv4/MultiResImageRegistration1.cxx, Examples/RegistrationITKv4/MultiStageImageRegistration1.cxx, and Examples/RegistrationITKv4/MultiStageImageRegistration2.cxx.

Definition at line 103 of file itkMattesMutualInformationImageToImageMetricv4.h.

Member Typedef Documentation

ConstPointer

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::ConstPointer = SmartPointer<const Self>

Definition at line 114 of file itkMattesMutualInformationImageToImageMetricv4.h.

CubicBSplineDerivativeFunctionType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::CubicBSplineDerivativeFunctionType = BSplineDerivativeKernelFunction<3, PDFValueType>

protected

The marginal PDFs are stored as std::vector.

Definition at line 239 of file itkMattesMutualInformationImageToImageMetricv4.h.

CubicBSplineFunctionType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::CubicBSplineFunctionType = BSplineKernelFunction<3, PDFValueType>

protected

Typedefs for BSpline kernel and derivative functions.

Definition at line 238 of file itkMattesMutualInformationImageToImageMetricv4.h.

DerivativeType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::DerivativeType = typename Superclass::DerivativeType

Definition at line 124 of file itkMattesMutualInformationImageToImageMetricv4.h.

DerivativeValueType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::DerivativeValueType = typename DerivativeType::ValueType

Definition at line 125 of file itkMattesMutualInformationImageToImageMetricv4.h.

FixedImageGradientType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::FixedImageGradientType = typename Superclass::FixedImageGradientType

Definition at line 131 of file itkMattesMutualInformationImageToImageMetricv4.h.

FixedImageIndexType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::FixedImageIndexType = typename Superclass::FixedImageIndexType

Definition at line 129 of file itkMattesMutualInformationImageToImageMetricv4.h.

FixedImagePixelType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::FixedImagePixelType = typename Superclass::FixedImagePixelType

Definition at line 130 of file itkMattesMutualInformationImageToImageMetricv4.h.

FixedImagePointType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::FixedImagePointType = typename Superclass::FixedImagePointType

Definition at line 128 of file itkMattesMutualInformationImageToImageMetricv4.h.

FixedImageType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::FixedImageType = typename Superclass::FixedImageType

Definition at line 127 of file itkMattesMutualInformationImageToImageMetricv4.h.

FixedSampledPointSetPointer

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::FixedSampledPointSetPointer = typename Superclass::FixedSampledPointSetPointer

Types inherited from Superclass.

Definition at line 145 of file itkMattesMutualInformationImageToImageMetricv4.h.

JacobianType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JacobianType = typename Superclass::JacobianType

Definition at line 138 of file itkMattesMutualInformationImageToImageMetricv4.h.

JointPDFDerivativesIndexType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JointPDFDerivativesIndexType = typename JointPDFDerivativesType::IndexType

protected

The marginal PDFs are stored as std::vector.

Definition at line 232 of file itkMattesMutualInformationImageToImageMetricv4.h.

JointPDFDerivativesRegionType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JointPDFDerivativesRegionType = typename JointPDFDerivativesType::RegionType

protected

The marginal PDFs are stored as std::vector.

Definition at line 234 of file itkMattesMutualInformationImageToImageMetricv4.h.

JointPDFDerivativesSizeType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JointPDFDerivativesSizeType = typename JointPDFDerivativesType::SizeType

protected

The marginal PDFs are stored as std::vector.

Definition at line 235 of file itkMattesMutualInformationImageToImageMetricv4.h.

JointPDFDerivativesType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JointPDFDerivativesType = Image<PDFValueType, 3>

The marginal PDFs are stored as std::vector.

Definition at line 171 of file itkMattesMutualInformationImageToImageMetricv4.h.

JointPDFDerivativesValueType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JointPDFDerivativesValueType = typename JointPDFDerivativesType::PixelType

protected

The marginal PDFs are stored as std::vector.

Definition at line 233 of file itkMattesMutualInformationImageToImageMetricv4.h.

JointPDFIndexType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JointPDFIndexType = typename JointPDFType::IndexType

protected

The marginal PDFs are stored as std::vector.

Definition at line 228 of file itkMattesMutualInformationImageToImageMetricv4.h.

JointPDFRegionType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JointPDFRegionType = typename JointPDFType::RegionType

protected

The marginal PDFs are stored as std::vector.

Definition at line 230 of file itkMattesMutualInformationImageToImageMetricv4.h.

JointPDFSizeType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JointPDFSizeType = typename JointPDFType::SizeType

protected

The marginal PDFs are stored as std::vector.

Definition at line 231 of file itkMattesMutualInformationImageToImageMetricv4.h.

JointPDFType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JointPDFType = Image<PDFValueType, 2>

Typedef for the joint PDF and PDF derivatives are stored as ITK Images.

Definition at line 170 of file itkMattesMutualInformationImageToImageMetricv4.h.

JointPDFValueType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::JointPDFValueType = typename JointPDFType::PixelType

protected

The marginal PDFs are stored as std::vector.

Definition at line 229 of file itkMattesMutualInformationImageToImageMetricv4.h.

MattesMutualInformationDenseGetValueAndDerivativeThreaderType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::MattesMutualInformationDenseGetValueAndDerivativeThreaderType = MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedImageRegionPartitioner<Superclass::VirtualImageDimension>, Superclass, Self>

protected

The marginal PDFs are stored as std::vector.

Definition at line 219 of file itkMattesMutualInformationImageToImageMetricv4.h.

MattesMutualInformationSparseGetValueAndDerivativeThreaderType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::MattesMutualInformationSparseGetValueAndDerivativeThreaderType = MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader<ThreadedIndexedContainerPartitioner, Superclass, Self>

protected

The marginal PDFs are stored as std::vector.

Definition at line 223 of file itkMattesMutualInformationImageToImageMetricv4.h.

MeasureType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::MeasureType = typename Superclass::MeasureType

Superclass types

Definition at line 123 of file itkMattesMutualInformationImageToImageMetricv4.h.

MovingImageGradientType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::MovingImageGradientType = typename Superclass::MovingImageGradientType

Definition at line 135 of file itkMattesMutualInformationImageToImageMetricv4.h.

MovingImagePixelType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::MovingImagePixelType = typename Superclass::MovingImagePixelType

Definition at line 134 of file itkMattesMutualInformationImageToImageMetricv4.h.

MovingImagePointType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::MovingImagePointType = typename Superclass::MovingImagePointType

Definition at line 133 of file itkMattesMutualInformationImageToImageMetricv4.h.

MovingTransformType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::MovingTransformType = typename Superclass::MovingTransformType

Definition at line 137 of file itkMattesMutualInformationImageToImageMetricv4.h.

PDFValueType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::PDFValueType = TInternalComputationValueType

The marginal PDFs are stored as std::vector.

Definition at line 167 of file itkMattesMutualInformationImageToImageMetricv4.h.

Pointer

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::Pointer = SmartPointer<Self>

Definition at line 113 of file itkMattesMutualInformationImageToImageMetricv4.h.

PRatioArrayType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::PRatioArrayType = std::vector<PRatioType>

protected

The marginal PDFs are stored as std::vector.

Definition at line 266 of file itkMattesMutualInformationImageToImageMetricv4.h.

PRatioType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::PRatioType = PDFValueType

protected

Helper array for storing the values of the JointPDF ratios.

Definition at line 265 of file itkMattesMutualInformationImageToImageMetricv4.h.

Self

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::Self = MattesMutualInformationImageToImageMetricv4

Standard class type aliases.

Definition at line 110 of file itkMattesMutualInformationImageToImageMetricv4.h.

Superclass

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::Superclass = ImageToImageMetricv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits>

Definition at line 112 of file itkMattesMutualInformationImageToImageMetricv4.h.

VirtualImageType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::VirtualImageType = typename Superclass::VirtualImageType

Definition at line 139 of file itkMattesMutualInformationImageToImageMetricv4.h.

VirtualIndexType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::VirtualIndexType = typename Superclass::VirtualIndexType

Definition at line 140 of file itkMattesMutualInformationImageToImageMetricv4.h.

VirtualPointSetType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::VirtualPointSetType = typename Superclass::VirtualPointSetType

Definition at line 142 of file itkMattesMutualInformationImageToImageMetricv4.h.

VirtualPointType

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

using itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::VirtualPointType = typename Superclass::VirtualPointType

Definition at line 141 of file itkMattesMutualInformationImageToImageMetricv4.h.

Constructor & Destructor Documentation

MattesMutualInformationImageToImageMetricv4()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::MattesMutualInformationImageToImageMetricv4 ( )

protected

The marginal PDFs are stored as std::vector.

~MattesMutualInformationImageToImageMetricv4()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::~MattesMutualInformationImageToImageMetricv4 ( )

overrideprotecteddefault

The marginal PDFs are stored as std::vector.

Member Function Documentation

ComputeResults()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

virtual void itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::ComputeResults ( ) const

privatevirtual

Perform the final step in computing results

ComputeSingleFixedImageParzenWindowIndex()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

OffsetValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::ComputeSingleFixedImageParzenWindowIndex ( const FixedImagePixelType &  value ) const

protected

The marginal PDFs are stored as std::vector.

CreateAnother()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

virtual::itk::LightObject::Pointer itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::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::Object.

FinalizeThread()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

void itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::FinalizeThread ( const ThreadIdType  threadId )

overridevirtual

The marginal PDFs are stored as std::vector.

Reimplemented from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >.

GetJointPDF()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

const JointPDFType::Pointer itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::GetJointPDF ( ) const

inline

Get the internal JointPDF image that was used in creating the metric value.

Definition at line 178 of file itkMattesMutualInformationImageToImageMetricv4.h.

GetJointPDFDerivatives()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

const JointPDFDerivativesType::Pointer itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::GetJointPDFDerivatives ( ) const

inline

Get the internal JointPDFDeriviative image that was used in creating the metric derivative value. This is only created when a global support transform is used, and derivatives are requested.

Definition at line 195 of file itkMattesMutualInformationImageToImageMetricv4.h.

GetNameOfClass()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

virtual const char* itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

Reimplemented from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >.

GetNumberOfHistogramBins()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

virtual const SizeValueType& itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::GetNumberOfHistogramBins ( ) const

virtual

The marginal PDFs are stored as std::vector.

GetValueCommonAfterThreadedExecution()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

virtual void itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::GetValueCommonAfterThreadedExecution ( )

protectedvirtual

Post-processing code common to both GetValue and GetValueAndDerivative.

Initialize()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

void itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::Initialize ( )

overridevirtual

The marginal PDFs are stored as std::vector.

Reimplemented from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >.

New()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

static Pointer itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::New ( )

static

Method for creation through the object factory.

PrintSelf()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

void itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::PrintSelf ( std::ostream &  os, Indent  indent  ) const

overrideprotectedvirtual

The marginal PDFs are stored as std::vector.

Reimplemented from itk::ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >.

SetNumberOfHistogramBins()

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

virtual void itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::SetNumberOfHistogramBins ( SizeValueType  _arg )

virtual

Number of bins to used in the histogram. Typical value is

1. The minimum value is 5 due to the padding required by the Parzen windowing with a cubic-BSpline kernel. Note that even if the metric is used on binary images, the number of bins should at least be equal to five.

Friends And Related Function Documentation

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

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

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

friend

The marginal PDFs are stored as std::vector.

Definition at line 210 of file itkMattesMutualInformationImageToImageMetricv4.h.

MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedIndexedContainerPartitioner, Superclass, Self >

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

friend class MattesMutualInformationImageToImageMetricv4GetValueAndDerivativeThreader< ThreadedIndexedContainerPartitioner, Superclass, Self >

friend

The marginal PDFs are stored as std::vector.

Definition at line 214 of file itkMattesMutualInformationImageToImageMetricv4.h.

Member Data Documentation

FixedImageDimension

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

constexpr TFixedImage::ImageDimensionType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::FixedImageDimension = TFixedImage::ImageDimension

staticconstexpr

Definition at line 149 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_CubicBSplineDerivativeKernel

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

CubicBSplineDerivativeFunctionType::Pointer itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_CubicBSplineDerivativeKernel

protected

The marginal PDFs are stored as std::vector.

Definition at line 262 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_CubicBSplineKernel

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

CubicBSplineFunctionType::Pointer itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_CubicBSplineKernel

protected

Cubic BSpline kernel for computing Parzen histograms.

Definition at line 261 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_FixedImageBinSize

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

PDFValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_FixedImageBinSize

protected

The marginal PDFs are stored as std::vector.

Definition at line 257 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_FixedImageNormalizedMin

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

PDFValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_FixedImageNormalizedMin

protected

The marginal PDFs are stored as std::vector.

Definition at line 252 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_FixedImageTrueMax

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

PDFValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_FixedImageTrueMax

protected

The marginal PDFs are stored as std::vector.

Definition at line 254 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_FixedImageTrueMin

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

PDFValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_FixedImageTrueMin

protected

The marginal PDFs are stored as std::vector.

Definition at line 253 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_JointPDFDerivatives

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

JointPDFDerivativesType::Pointer itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_JointPDFDerivatives

protected

The marginal PDFs are stored as std::vector.

Definition at line 370 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_JointPDFDerivativesLock

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

std::mutex itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_JointPDFDerivativesLock

protected

The marginal PDFs are stored as std::vector.

Definition at line 369 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_JointPdfIndex1DArray

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

std::vector<OffsetValueType> itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_JointPdfIndex1DArray

mutableprotected

Helper array for storing per-parameter linearized index to retrieve the pRatio during evaluation with local-support transform.

Definition at line 272 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_JointPDFSum

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

PDFValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_JointPDFSum

protected

The marginal PDFs are stored as std::vector.

Definition at line 372 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_LocalDerivativeByParzenBin

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

std::vector<DerivativeType> itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_LocalDerivativeByParzenBin

mutableprotected

Store the per-point local derivative result by parzen window bin. For local-support transforms only.

Definition at line 376 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_MovingImageBinSize

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

PDFValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_MovingImageBinSize

protected

The marginal PDFs are stored as std::vector.

Definition at line 258 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_MovingImageMarginalPDF

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

std::vector<PDFValueType> itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_MovingImageMarginalPDF

mutableprotected

The moving image marginal PDF.

Definition at line 275 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_MovingImageNormalizedMin

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

PDFValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_MovingImageNormalizedMin

protected

The marginal PDFs are stored as std::vector.

Definition at line 251 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_MovingImageTrueMax

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

PDFValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_MovingImageTrueMax

protected

The marginal PDFs are stored as std::vector.

Definition at line 256 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_MovingImageTrueMin

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

PDFValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_MovingImageTrueMin

protected

The marginal PDFs are stored as std::vector.

Definition at line 255 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_NumberOfHistogramBins

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

SizeValueType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_NumberOfHistogramBins { 50 }

protected

Variables to define the marginal and joint histograms.

Definition at line 250 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_PRatioArray

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

PRatioArrayType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_PRatioArray

mutableprotected

The marginal PDFs are stored as std::vector.

Definition at line 268 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_ThreaderDerivativeManager

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

std::vector<DerivativeBufferManager> itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_ThreaderDerivativeManager

protected

The marginal PDFs are stored as std::vector.

Definition at line 368 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_ThreaderFixedImageMarginalPDF

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

std::vector<std::vector<PDFValueType> > itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_ThreaderFixedImageMarginalPDF

mutableprotected

The marginal PDFs are stored as std::vector.

Definition at line 276 of file itkMattesMutualInformationImageToImageMetricv4.h.

m_ThreaderJointPDF

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

std::vector<typename JointPDFType::Pointer> itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::m_ThreaderJointPDF

protected

The joint PDF and PDF derivatives.

Definition at line 279 of file itkMattesMutualInformationImageToImageMetricv4.h.

MovingImageDimension

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

constexpr TMovingImage::ImageDimensionType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::MovingImageDimension = TMovingImage::ImageDimension

staticconstexpr

Definition at line 150 of file itkMattesMutualInformationImageToImageMetricv4.h.

VirtualImageDimension

template<typename TFixedImage , typename TMovingImage , typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>

constexpr TVirtualImage::ImageDimensionType itk::MattesMutualInformationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >::VirtualImageDimension = TVirtualImage::ImageDimension

staticconstexpr

Definition at line 148 of file itkMattesMutualInformationImageToImageMetricv4.h.

---

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

• itkMattesMutualInformationImageToImageMetricv4.h