itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage > Class Template Reference
[Similarity Metrics of Registration Methods, Thread Unsafe classes]

#include <itkMattesMutualInformationImageToImageMetric.h>

Inheritance diagram for itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >:

[legend]Collaboration diagram for itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >:

[legend]List of all members.

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Detailed Description

template<class TFixedImage, class TMovingImage>
class itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >

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 fixed and moving images are set via methods SetFixedImage() and SetMovingImage(). This metric makes use of user specified Transform and Interpolator. The Transform is used to map points from the fixed image to the moving image domain. The Interpolator is used to evaluate the image intensity at user specified geometric points in the moving image. The Transform and Interpolator are set via methods SetTransform() and SetInterpolator().

If a BSplineInterpolationFunction is used, this class obtain image derivatives from the BSpline interpolator. Otherwise, image derivatives are computed using central differencing.

Warning:

This metric assumes that the moving image has already been connected to the interpolator outside of this class.

The method GetValue() computes of the mutual information while method GetValueAndDerivative() computes both the mutual information and its derivatives with respect to the transform parameters.

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.

On Initialize(), the FixedImage is uniformly sampled within the FixedImageRegion. The number of samples used can be set via SetNumberOfSpatialSamples(). Typically, the number of spatial samples used should increase with the image size.

The option UseAllPixelOn() disables the random sampling and uses all the pixels of the FixedImageRegion in order to estimate the joint 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.

Notes: 1. This class returns the negative mutual information value. 2. This class in not thread safe due the private data structures used to the store the sampled points and the marginal and joint pdfs.

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.

Definition at line 116 of file itkMattesMutualInformationImageToImageMetric.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer
typedef Superclass::CoordinateRepresentationType	CoordinateRepresentationType
typedef Superclass::DerivativeType	DerivativeType
typedef Superclass::FixedImageConstPointer	FixedImageConstPointer
typedef FixedImageType::IndexType	FixedImageIndexType
typedef FixedImageIndexType::IndexValueType	FixedImageIndexValueType
typedef FixedImageMaskType::Pointer	FixedImageMaskPointer
typedef SpatialObject< itkGetStaticConstMacro(FixedImageDimension)	FixedImageMaskType )
typedef TransformType::InputPointType	FixedImagePointType
typedef FixedImageType::RegionType	FixedImageRegionType
typedef Superclass::FixedImageType	FixedImageType
typedef GradientImageFilterType::Pointer	GradientImageFilterPointer
typedef GradientRecursiveGaussianImageFilter< MovingImageType, GradientImageType >	GradientImageFilterType
typedef SmartPointer< GradientImageType >	GradientImagePointer
typedef Image< GradientPixelType, itkGetStaticConstMacro(MovingImageDimension)	GradientImageType )
typedef CovariantVector< RealType, itkGetStaticConstMacro(MovingImageDimension)	GradientPixelType )
typedef TransformType::InputPointType	InputPointType
typedef InterpolatorType::Pointer	InterpolatorPointer
typedef Superclass::InterpolatorType	InterpolatorType
typedef Superclass::MeasureType	MeasureType
typedef MovingImageType::ConstPointer	MovingImageConstPointer
typedef Superclass::MovingImageConstPointer	MovingImageCosntPointer
typedef MovingImageType::IndexType	MovingImageIndexType
typedef MovingImageMaskType::Pointer	MovingImageMaskPointer
typedef SpatialObject< itkGetStaticConstMacro(MovingImageDimension)	MovingImageMaskType )
typedef TMovingImage::PixelType	MovingImagePixelType
typedef TransformType::OutputPointType	MovingImagePointType
typedef Superclass::MovingImageType	MovingImageType
typedef TransformType::OutputPointType	OutputPointType
typedef Superclass::ParametersType	ParametersType
typedef double	ParametersValueType
typedef SmartPointer< Self >	Pointer
typedef MattesMutualInformationImageToImageMetric	Self
typedef ImageToImageMetric< TFixedImage, TMovingImage >	Superclass
typedef Superclass::TransformJacobianType	TransformJacobianType
typedef TransformType::ParametersType	TransformParametersType
typedef Superclass::TransformPointer	TransformPointer
typedef Superclass::TransformType	TransformType
Public Member Functions
virtual void	ComputeGradientOff ()
virtual void	ComputeGradientOn ()
virtual LightObject::Pointer	CreateAnother () const
virtual void	DebugOff () const
virtual void	DebugOn () const
virtual void	Delete ()
Command *	GetCommand (unsigned long tag)
virtual const bool &	GetComputeGradient ()
bool	GetDebug () const
void	GetDerivative (const ParametersType &parameters, DerivativeType &Derivative) const
virtual const FixedImageType *	GetFixedImage ()
virtual const FixedImageMaskType *	GetFixedImageMask ()
virtual const FixedImageRegionType &	GetFixedImageRegion ()
virtual const GradientImageType *	GetGradientImage ()
virtual const InterpolatorType *	GetInterpolator ()
const MetaDataDictionary &	GetMetaDataDictionary (void) const
MetaDataDictionary &	GetMetaDataDictionary (void)
virtual const MovingImageType *	GetMovingImage ()
virtual const MovingImageMaskType *	GetMovingImageMask ()
virtual unsigned long	GetMTime () const
virtual const char *	GetNameOfClass () const
virtual const unsigned long &	GetNumberOfHistogramBins ()
unsigned int	GetNumberOfParameters (void) const
virtual const unsigned long &	GetNumberOfPixelsCounted ()
virtual const unsigned long &	GetNumberOfSpatialSamples ()
virtual int	GetReferenceCount () const
virtual const TransformType *	GetTransform ()
virtual const bool &	GetUseAllPixels ()
MeasureType	GetValue (const ParametersType &parameters) const
void	GetValueAndDerivative (const ParametersType &parameters, MeasureType &Value, DerivativeType &Derivative) const
bool	HasObserver (const EventObject &event) const
virtual void	Initialize (void) throw ( ExceptionObject )
void	InvokeEvent (const EventObject &) const
void	InvokeEvent (const EventObject &)
	itkStaticConstMacro (FixedImageDimension, unsigned int, TFixedImage::ImageDimension)
Constants for the image dimensions *	itkStaticConstMacro (MovingImageDimension, unsigned int, TMovingImage::ImageDimension)
	itkStaticConstMacro (MovingImageDimension, unsigned int, MovingImageType::ImageDimension)
virtual void	Modified () const
void	Print (std::ostream &os, Indent indent=0) const
virtual void	Register () const
void	ReinitializeSeed (int)
Provide API to reinitialize the seed of the random number generator *void	ReinitializeSeed ()
void	RemoveAllObservers ()
void	RemoveObserver (unsigned long tag)
Set Get gradient computation *virtual void	SetComputeGradient (bool _arg)
void	SetDebug (bool debugFlag) const
virtual void	SetFixedImage (const FixedImageType *_arg)
Set Get the fixed image mask *virtual void	SetFixedImageMask (FixedImageMaskType *_arg)
virtual void	SetFixedImageRegion (FixedImageRegionType _arg)
virtual void	SetInterpolator (InterpolatorType *_arg)
void	SetMetaDataDictionary (const MetaDataDictionary &rhs)
virtual void	SetMovingImage (const MovingImageType *_arg)
Set Get the moving image mask *virtual void	SetMovingImageMask (MovingImageMaskType *_arg)
Number of bins to used in the histogram Typical value is *virtual void	SetNumberOfHistogramBins (unsigned long _arg)
Number of spatial samples to used to compute metric *virtual void	SetNumberOfSpatialSamples (unsigned long _arg)
virtual void	SetReferenceCount (int)
virtual void	SetTransform (TransformType *_arg)
void	SetTransformParameters (const ParametersType &parameters) const
virtual void	UnRegister () const
virtual void	UseAllPixelsOff ()
virtual void	UseAllPixelsOn ()
Static Public Member Functions
static void	BreakOnError ()
static bool	GetGlobalWarningDisplay ()
static void	GlobalWarningDisplayOff ()
static void	GlobalWarningDisplayOn ()
static Pointer	New ()
This is a global flag that controls whether any warning *or error messages are displayed *static void	SetGlobalWarningDisplay (bool flag)
Public Attributes
Allow people to add remove invoke observers(callbacks) to any ITK *object.This is an implementation of the subject/observer design *pattern.An observer is added by specifying an event to respond to *and an itk unsigned lon	AddObserver )(const EventObject &event, Command *) const
This is a global flag that controls whether any	debug
Gaussian filter to compute the gradient of the Moving Image *typedef NumericTraits< MovingImagePixelType >::RealType	RealType
Protected Member Functions
	MattesMutualInformationImageToImageMetric ()
bool	PrintObservers (std::ostream &os, Indent indent) const
void	PrintSelf (std::ostream &os, Indent indent) const
virtual void	PrintTrailer (std::ostream &os, Indent indent) const
virtual void	SampleFixedImageDomain (FixedImageSpatialSampleContainer &samples)
virtual void	SampleFullFixedImageDomain (FixedImageSpatialSampleContainer &samples)
virtual void	TransformPoint (unsigned int sampleNumber, const ParametersType &parameters, MovingImagePointType &mappedPoint, bool &sampleWithinSupportRegion, double &movingImageValue) const
virtual	~MattesMutualInformationImageToImageMetric ()
Protected Attributes
*A fixed image spatial sample consists of the fixed domain point *and the fixed image value at that point *typedef std::vector< FixedImageSpatialSample >	FixedImageSpatialSampleContainer
bool	m_ComputeGradient
FixedImageConstPointer	m_FixedImage
FixedImageMaskPointer	m_FixedImageMask
FixedImageSpatialSampleContainer	m_FixedImageSamples
GradientImagePointer	m_GradientImage
InterpolatorPointer	m_Interpolator
MovingImageConstPointer	m_MovingImage
MovingImageMaskPointer	m_MovingImageMask
unsigned long	m_NumberOfPixelsCounted
int	m_ReferenceCount
SimpleFastMutexLock	m_ReferenceCountLock
TransformPointer	m_Transform
Methods invoked by virtual Print() to print information about the object *including superclasses.Typically not called by the user(use Print()*instead) but used in the hierarchical print process to combine the *output of several classes.*/virtual void PrintSelf(std voi	PrintHeader )(std::ostream &os, Indent indent) const

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Member Typedef Documentation

template<class TFixedImage, class TMovingImage> typedef SmartPointer<const Self> itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::ConstPointer

Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 125 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::CoordinateRepresentationType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::CoordinateRepresentationType

Type used for representing point components Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 146 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::DerivativeType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::DerivativeType

Type of the derivative. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 139 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::FixedImageConstPointer itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImageConstPointer

Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 143 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef FixedImageType::IndexType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImageIndexType

Index and Point typedef support. Definition at line 149 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef FixedImageIndexType::IndexValueType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImageIndexValueType

Definition at line 150 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef FixedImageMaskType::Pointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::FixedImageMaskPointer [inherited]

Definition at line 122 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef SpatialObject< itkGetStaticConstMacro(FixedImageDimension) itk::ImageToImageMetric< TFixedImage, TMovingImage >::FixedImageMaskType) [inherited]

Type for the mask of the fixed image. Only pixels that are "inside" this mask will be considered for the computation of the metric Definition at line 121 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef TransformType::InputPointType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImagePointType

Definition at line 152 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef FixedImageType::RegionType itk::ImageToImageMetric< TFixedImage, TMovingImage >::FixedImageRegionType [inherited]

Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::KappaStatisticImageToImageMetric< TFixedImage, TMovingImage >, and itk::MatchCardinalityImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 74 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::FixedImageType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImageType

Type of the fixed Image. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 141 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef GradientImageFilterType::Pointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::GradientImageFilterPointer [inherited]

Definition at line 110 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef GradientRecursiveGaussianImageFilter< MovingImageType, GradientImageType > itk::ImageToImageMetric< TFixedImage, TMovingImage >::GradientImageFilterType [inherited]

Definition at line 109 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef SmartPointer<GradientImageType> itk::ImageToImageMetric< TFixedImage, TMovingImage >::GradientImagePointer [inherited]

Definition at line 106 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Image<GradientPixelType, itkGetStaticConstMacro(MovingImageDimension) itk::ImageToImageMetric< TFixedImage, TMovingImage >::GradientImageType) [inherited]

Definition at line 105 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef CovariantVector<RealType, itkGetStaticConstMacro(MovingImageDimension) itk::ImageToImageMetric< TFixedImage, TMovingImage >::GradientPixelType) [inherited]

Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::CorrelationCoefficientHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::KappaStatisticImageToImageMetric< TFixedImage, TMovingImage >, itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::MatchCardinalityImageToImageMetric< TFixedImage, TMovingImage >, itk::MeanSquaresHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::MeanSquaresImageToImageMetric< TFixedImage, TMovingImage >, itk::MutualInformationHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::NormalizedCorrelationImageToImageMetric< TFixedImage, TMovingImage >, and itk::NormalizedMutualInformationHistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 103 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef TransformType::InputPointType itk::ImageToImageMetric< TFixedImage, TMovingImage >::InputPointType [inherited]

Reimplemented in itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 89 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef InterpolatorType::Pointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::InterpolatorPointer [inherited]

Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, and itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 114 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::InterpolatorType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::InterpolatorType

Type of the Interpolator Base class Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 137 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::MeasureType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MeasureType

Type of the measure. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 138 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef MovingImageType::ConstPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::MovingImageConstPointer [inherited]

Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::CorrelationCoefficientHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::GradientDifferenceImageToImageMetric< TFixedImage, TMovingImage >, itk::KappaStatisticImageToImageMetric< TFixedImage, TMovingImage >, itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::MatchCardinalityImageToImageMetric< TFixedImage, TMovingImage >, itk::MeanReciprocalSquareDifferenceImageToImageMetric< TFixedImage, TMovingImage >, itk::MeanSquaresHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::MeanSquaresImageToImageMetric< TFixedImage, TMovingImage >, itk::MutualInformationHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::NormalizedCorrelationImageToImageMetric< TFixedImage, TMovingImage >, and itk::NormalizedMutualInformationHistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 69 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::MovingImageConstPointer itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MovingImageCosntPointer

Definition at line 144 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef MovingImageType::IndexType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MovingImageIndexType

Definition at line 151 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef MovingImageMaskType::Pointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::MovingImageMaskPointer [inherited]

Definition at line 128 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef SpatialObject< itkGetStaticConstMacro(MovingImageDimension) itk::ImageToImageMetric< TFixedImage, TMovingImage >::MovingImageMaskType) [inherited]

Type for the mask of the moving image. Only pixels that are "inside" this mask will be considered for the computation of the metric Definition at line 127 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef TMovingImage::PixelType itk::ImageToImageMetric< TFixedImage, TMovingImage >::MovingImagePixelType [inherited]

Reimplemented in itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 68 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef TransformType::OutputPointType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MovingImagePointType

Definition at line 153 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::MovingImageType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MovingImageType

Type of the moving Image. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 142 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef TransformType::OutputPointType itk::ImageToImageMetric< TFixedImage, TMovingImage >::OutputPointType [inherited]

Reimplemented in itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 90 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::ParametersType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::ParametersType

Type of the parameters. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 140 of file itkMattesMutualInformationImageToImageMetric.h.

typedef double itk::CostFunction::ParametersValueType [inherited]

ParametersType typedef. It defines a position in the optimization search space. Definition at line 46 of file itkCostFunction.h.

template<class TFixedImage, class TMovingImage> typedef SmartPointer<Self> itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::Pointer

Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 124 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef MattesMutualInformationImageToImageMetric itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::Self

Standard class typedefs. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 122 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef ImageToImageMetric< TFixedImage, TMovingImage > itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::Superclass

Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 123 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::TransformJacobianType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::TransformJacobianType

Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 136 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef TransformType::ParametersType itk::ImageToImageMetric< TFixedImage, TMovingImage >::TransformParametersType [inherited]

Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::CorrelationCoefficientHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::GradientDifferenceImageToImageMetric< TFixedImage, TMovingImage >, itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::KappaStatisticImageToImageMetric< TFixedImage, TMovingImage >, itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::MatchCardinalityImageToImageMetric< TFixedImage, TMovingImage >, itk::MeanReciprocalSquareDifferenceImageToImageMetric< TFixedImage, TMovingImage >, itk::MeanSquaresHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::MeanSquaresImageToImageMetric< TFixedImage, TMovingImage >, itk::MutualInformationHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::NormalizedCorrelationImageToImageMetric< TFixedImage, TMovingImage >, and itk::NormalizedMutualInformationHistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 91 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::TransformPointer itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::TransformPointer

Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 135 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> typedef Superclass::TransformType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::TransformType

Types inherited from Superclass. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 131 of file itkMattesMutualInformationImageToImageMetric.h.

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Constructor & Destructor Documentation

template<class TFixedImage, class TMovingImage> itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MattesMutualInformationImageToImageMetric (   )  [protected]

template<class TFixedImage, class TMovingImage> virtual itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::~MattesMutualInformationImageToImageMetric (   )  [inline, protected, virtual]

Definition at line 208 of file itkMattesMutualInformationImageToImageMetric.h.

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Member Function Documentation

static void itk::LightObject::BreakOnError (   )  [static, inherited]

This method is called when itkExceptionMacro executes. It allows the debugger to break on error.

template<class TFixedImage, class TMovingImage> virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::ComputeGradientOff (   )  [virtual, inherited]

template<class TFixedImage, class TMovingImage> virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::ComputeGradientOn (   )  [virtual, inherited]

virtual LightObject::Pointer itk::Object::CreateAnother (   )  const [virtual, inherited]

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

virtual void itk::Object::DebugOff (   )  const [virtual, inherited]

Turn debugging output off.

virtual void itk::Object::DebugOn (   )  const [virtual, inherited]

Turn debugging output on.

virtual void itk::LightObject::Delete (   )  [virtual, inherited]

Delete an itk object. This method should always be used to delete an object when the new operator was used to create it. Using the C delete method will not work with reference counting.

Command* itk::Object::GetCommand (  unsigned long  tag  )  [inherited]

Get the command associated with the given tag. NOTE: This returns a pointer to a Command, but it is safe to asign this to a Command::Pointer. Since Command inherits from LightObject, at this point in the code, only a pointer or a reference to the Command can be used.

template<class TFixedImage, class TMovingImage> virtual const bool& itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetComputeGradient (   )  [virtual, inherited]

bool itk::Object::GetDebug (   )  const [inherited]

Get the value of the debug flag.

template<class TFixedImage, class TMovingImage> void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetDerivative (  const ParametersType &  parameters, DerivativeType &  Derivative )  const [virtual]

Get the derivatives of the match measure. Implements itk::SingleValuedCostFunction.

template<class TFixedImage, class TMovingImage> virtual const FixedImageType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetFixedImage (   )  [virtual, inherited]

Get the Fixed Image.

template<class TFixedImage, class TMovingImage> virtual const FixedImageMaskType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetFixedImageMask (   )  [virtual, inherited]

template<class TFixedImage, class TMovingImage> virtual const FixedImageRegionType& itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetFixedImageRegion (   )  [virtual, inherited]

Get the region over which the metric will be computed

static bool itk::Object::GetGlobalWarningDisplay (   )  [static, inherited]

template<class TFixedImage, class TMovingImage> virtual const GradientImageType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetGradientImage (   )  [virtual, inherited]

Get Gradient Image.

template<class TFixedImage, class TMovingImage> virtual const InterpolatorType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetInterpolator (   )  [virtual, inherited]

Get a pointer to the Interpolator.

const MetaDataDictionary& itk::Object::GetMetaDataDictionary (  void   )  const [inherited]

Returns: A constant reference to this objects MetaDataDictionary.

MetaDataDictionary& itk::Object::GetMetaDataDictionary (  void   )  [inherited]

Returns: A reference to this objects MetaDataDictionary. Warning: This reference may be changed.

template<class TFixedImage, class TMovingImage> virtual const MovingImageType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetMovingImage (   )  [virtual, inherited]

Get the Moving Image.

template<class TFixedImage, class TMovingImage> virtual const MovingImageMaskType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetMovingImageMask (   )  [virtual, inherited]

virtual unsigned long itk::Object::GetMTime (   )  const [virtual, inherited]

Return this objects modified time. Reimplemented in itk::ImageRegistrationMethod< TFixedImage, TMovingImage >, itk::DeformationFieldSource< TOutputImage >, itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer >, itk::SceneSpatialObject< SpaceDimension >, and itk::SceneSpatialObject< NDimensions >.

template<class TFixedImage, class TMovingImage> virtual const char* itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetNameOfClass (   )  const [virtual]

Run-time type information (and related methods). Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.

template<class TFixedImage, class TMovingImage> virtual const unsigned long& itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetNumberOfHistogramBins (   )  [virtual]

template<class TFixedImage, class TMovingImage> unsigned int itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetNumberOfParameters (  void   )  const [inline, virtual, inherited]

Return the number of parameters required by the Transform Implements itk::CostFunction. Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, and itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 197 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> virtual const unsigned long& itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetNumberOfPixelsCounted (   )  [virtual, inherited]

Get the number of pixels considered in the computation.

template<class TFixedImage, class TMovingImage> virtual const unsigned long& itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetNumberOfSpatialSamples (   )  [virtual]

virtual int itk::LightObject::GetReferenceCount (   )  const [inline, virtual, inherited]

Gets the reference count on this object. Definition at line 98 of file itkLightObject.h.

template<class TFixedImage, class TMovingImage> virtual const TransformType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetTransform (   )  [virtual, inherited]

Get a pointer to the Transform.

template<class TFixedImage, class TMovingImage> virtual const bool& itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetUseAllPixels (   )  [virtual]

template<class TFixedImage, class TMovingImage> MeasureType itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetValue (  const ParametersType &  parameters  )  const [virtual]

Get the value. Implements itk::SingleValuedCostFunction.

template<class TFixedImage, class TMovingImage> void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetValueAndDerivative (  const ParametersType &  parameters, MeasureType &  Value, DerivativeType &  Derivative )  const [virtual]

Get the value and derivatives for single valued optimizers. Reimplemented from itk::SingleValuedCostFunction.

static void itk::Object::GlobalWarningDisplayOff (   )  [inline, static, inherited]

Definition at line 100 of file itkObject.h. References itk::Object::SetGlobalWarningDisplay().

static void itk::Object::GlobalWarningDisplayOn (   )  [inline, static, inherited]

Definition at line 98 of file itkObject.h. References itk::Object::SetGlobalWarningDisplay().

bool itk::Object::HasObserver (  const EventObject &  event  )  const [inherited]

Return true if an observer is registered for this event.

template<class TFixedImage, class TMovingImage> virtual void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::Initialize (  void   )  throw ( ExceptionObject ) [virtual]

Initialize the Metric by (1) making sure that all the components are present and plugged together correctly, (2) uniformly select NumberOfSpatialSamples within the FixedImageRegion, and (3) allocate memory for pdf data structures. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.

void itk::Object::InvokeEvent (  const EventObject &   )  const [inherited]

Call Execute on all the Commands observing this event id. The actions triggered by this call doesn't modify this object.

void itk::Object::InvokeEvent (  const EventObject &   )  [inherited]

Call Execute on all the Commands observing this event id.

template<class TFixedImage, class TMovingImage> itk::ImageToImageMetric< TFixedImage, TMovingImage >::itkStaticConstMacro (  FixedImageDimension  , unsigned  int, TFixedImage::ImageDimension  )  [inherited]

Reimplemented in itk::GradientDifferenceImageToImageMetric< TFixedImage, TMovingImage >.

template<class TFixedImage, class TMovingImage> Constants for the image dimensions* itk::ImageToImageMetric< TFixedImage, TMovingImage >::itkStaticConstMacro (  MovingImageDimension  , unsigned  int, TMovingImage::ImageDimension  )  [inherited]

template<class TFixedImage, class TMovingImage> itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::itkStaticConstMacro (  MovingImageDimension  , unsigned  int, MovingImageType::ImageDimension  )

The moving image dimension.

virtual void itk::Object::Modified (   )  const [virtual, inherited]

Update the modification time for this object. Many filters rely on the modification time to determine if they need to recompute their data. Referenced by itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter(), itk::HistogramAlgorithmBase< TInputHistogram >::SetInputHistogram(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetMatrix(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetOffset(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetRealThresholds(), itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints1(), itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints2(), itk::NonUniformBSpline< TDimension >::SetSplineOrder(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetThresholds(), itk::Statistics::GoodnessOfFitFunctionBase< typename ComponentType::HistogramType >::SetTotalObservedScale(), and itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation().

template<class TFixedImage, class TMovingImage> static Pointer itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::New (   )  [static]

Method for creation through the object factory. Reimplemented from itk::Object.

void itk::LightObject::Print (  std::ostream &  os, Indent  indent = 0 )  const [inherited]

Cause the object to print itself out.

bool itk::Object::PrintObservers (  std::ostream &  os, Indent  indent )  const [protected, inherited]

template<class TFixedImage, class TMovingImage> void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::PrintSelf (  std::ostream &  os, Indent  indent )  const [protected, virtual]

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.

virtual void itk::LightObject::PrintTrailer (  std::ostream &  os, Indent  indent )  const [protected, virtual, inherited]

virtual void itk::Object::Register (   )  const [virtual, inherited]

Increase the reference count (mark as used by another object). Reimplemented from itk::LightObject.

template<class TFixedImage, class TMovingImage> void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::ReinitializeSeed (  int   )

template<class TFixedImage, class TMovingImage> Provide API to reinitialize the seed of the random number generator* void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::ReinitializeSeed (   )

void itk::Object::RemoveAllObservers (   )  [inherited]

Remove all observers .

void itk::Object::RemoveObserver (  unsigned long  tag  )  [inherited]

Remove the observer with this tag value.

template<class TFixedImage, class TMovingImage> virtual void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::SampleFixedImageDomain (  FixedImageSpatialSampleContainer &  samples  )  [protected, virtual]

Uniformly select a sample set from the fixed image domain.

template<class TFixedImage, class TMovingImage> virtual void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::SampleFullFixedImageDomain (  FixedImageSpatialSampleContainer &  samples  )  [protected, virtual]

Gather all the pixels from the fixed image domain.

template<class TFixedImage, class TMovingImage> Set Get gradient computation* virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetComputeGradient (  bool  _arg  )  [virtual, inherited]

void itk::Object::SetDebug (  bool  debugFlag  )  const [inherited]

Set the value of the debug flag. A non-zero value turns debugging on.

template<class TFixedImage, class TMovingImage> virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetFixedImage (  const FixedImageType *  _arg  )  [virtual, inherited]

Connect the Fixed Image.

template<class TFixedImage, class TMovingImage> Set Get the fixed image mask* virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetFixedImageMask (  FixedImageMaskType *  _arg  )  [virtual, inherited]

template<class TFixedImage, class TMovingImage> virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetFixedImageRegion (  FixedImageRegionType  _arg  )  [virtual, inherited]

Set the region over which the metric will be computed

This is a global flag that controls whether any warning* or error messages are displayed* static void itk::Object::SetGlobalWarningDisplay (  bool  flag  )  [static, inherited]

Referenced by itk::Object::GlobalWarningDisplayOff(), and itk::Object::GlobalWarningDisplayOn().

template<class TFixedImage, class TMovingImage> virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetInterpolator (  InterpolatorType *  _arg  )  [virtual, inherited]

Connect the Interpolator.

void itk::Object::SetMetaDataDictionary (  const MetaDataDictionary &  rhs  )  [inherited]

Returns: Set the MetaDataDictionary

template<class TFixedImage, class TMovingImage> virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetMovingImage (  const MovingImageType *  _arg  )  [virtual, inherited]

Connect the Moving Image.

template<class TFixedImage, class TMovingImage> Set Get the moving image mask* virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetMovingImageMask (  MovingImageMaskType *  _arg  )  [virtual, inherited]

template<class TFixedImage, class TMovingImage> Number of bins to used in the histogram Typical value is* virtual void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::SetNumberOfHistogramBins (  unsigned long  _arg  )  [virtual]

template<class TFixedImage, class TMovingImage> Number of spatial samples to used to compute metric* virtual void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::SetNumberOfSpatialSamples (  unsigned long  _arg  )  [virtual]

virtual void itk::Object::SetReferenceCount (  int   )  [virtual, inherited]

Sets the reference count (use with care) Reimplemented from itk::LightObject.

template<class TFixedImage, class TMovingImage> virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetTransform (  TransformType *  _arg  )  [virtual, inherited]

Connect the Transform.

template<class TFixedImage, class TMovingImage> void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetTransformParameters (  const ParametersType &  parameters  )  const [inherited]

Set the parameters defining the Transform.

template<class TFixedImage, class TMovingImage> virtual void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::TransformPoint (  unsigned int  sampleNumber, const ParametersType &  parameters, MovingImagePointType &  mappedPoint, bool &  sampleWithinSupportRegion, double &  movingImageValue )  const [protected, virtual]

Transform a point from FixedImage domain to MovingImage domain. This function also checks if mapped point is within support region.

virtual void itk::Object::UnRegister (   )  const [virtual, inherited]

Decrease the reference count (release by another object). Reimplemented from itk::LightObject.

template<class TFixedImage, class TMovingImage> virtual void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::UseAllPixelsOff (   )  [virtual]

template<class TFixedImage, class TMovingImage> virtual void itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::UseAllPixelsOn (   )  [virtual]

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Member Data Documentation

Allow people to add remove invoke observers (callbacks) to any ITK * object. This is an implementation of the subject/observer design * pattern. An observer is added by specifying an event to respond to * and an itk unsigned lon itk::Object::AddObserver)(const EventObject &event, Command *) const [inherited]

This is a global flag that controls whether any itk::Object::debug [inherited]

Definition at line 94 of file itkObject.h.

template<class TFixedImage, class TMovingImage> * A fixed image spatial sample consists of the fixed domain point* and the fixed image value at that point* typedef std::vector<FixedImageSpatialSample> itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImageSpatialSampleContainer [protected]

FixedImageSpatialSample typedef support. Definition at line 230 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> bool itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_ComputeGradient [protected, inherited]

Definition at line 217 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> FixedImageConstPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_FixedImage [protected, inherited]

Definition at line 211 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> FixedImageMaskPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_FixedImageMask [mutable, protected, inherited]

Definition at line 220 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> FixedImageSpatialSampleContainer itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >::m_FixedImageSamples [protected]

Container to store a set of points and fixed image values. Definition at line 233 of file itkMattesMutualInformationImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> GradientImagePointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_GradientImage [protected, inherited]

Definition at line 218 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> InterpolatorPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_Interpolator [protected, inherited]

Definition at line 215 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> MovingImageConstPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_MovingImage [protected, inherited]

Definition at line 212 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> MovingImageMaskPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_MovingImageMask [mutable, protected, inherited]

Definition at line 221 of file itkImageToImageMetric.h.

template<class TFixedImage, class TMovingImage> unsigned long itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_NumberOfPixelsCounted [mutable, protected, inherited]

Definition at line 209 of file itkImageToImageMetric.h.

int itk::LightObject::m_ReferenceCount [mutable, protected, inherited]

Number of uses of this object by other objects. Definition at line 119 of file itkLightObject.h.

SimpleFastMutexLock itk::LightObject::m_ReferenceCountLock [mutable, protected, inherited]

Mutex lock to protect modification to the reference count Definition at line 122 of file itkLightObject.h.

template<class TFixedImage, class TMovingImage> TransformPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_Transform [mutable, protected, inherited]

Definition at line 214 of file itkImageToImageMetric.h.

Methods invoked by virtual Print () to print information about the object * including superclasses. Typically not called by the user (use Print() * instead) but used in the hierarchical print process to combine the * output of several classes. */ virtual void PrintSelf(std voi itk::LightObject::PrintHeader)(std::ostream &os, Indent indent) const [protected, inherited]

template<class TFixedImage, class TMovingImage> Gaussian filter to compute the gradient of the Moving Image* typedef NumericTraits<MovingImagePixelType>::RealType itk::ImageToImageMetric< TFixedImage, TMovingImage >::RealType [inherited]

Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::CorrelationCoefficientHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::GradientDifferenceImageToImageMetric< TFixedImage, TMovingImage >, itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::KappaStatisticImageToImageMetric< TFixedImage, TMovingImage >, itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::MatchCardinalityImageToImageMetric< TFixedImage, TMovingImage >, itk::MeanSquaresHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::MeanSquaresImageToImageMetric< TFixedImage, TMovingImage >, itk::MutualInformationHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::NormalizedCorrelationImageToImageMetric< TFixedImage, TMovingImage >, and itk::NormalizedMutualInformationHistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 101 of file itkImageToImageMetric.h.

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

• itkMattesMutualInformationImageToImageMetric.h

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