#include <itkMutualInformationImageToImageMetric.h>
Inheritance diagram for itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >:
MutualInformationImageToImageMetric 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().
The calculations are based on the method of Viola and Wells where the probability density distributions are estimated using Parzen windows.
By default a Gaussian kernel is used in the density estimation. Other option include Cauchy and spline-based. A user can specify the kernel passing in a pointer a KernelFunction using the SetKernelFunction() method.
Mutual information is estimated using two sample sets: one to calculate the singular and joint pdf's and one to calculate the entropy integral. By default 50 samples points are used in each set. Other values can be set via the SetNumberOfSpatialSamples() method.
Quality of the density estimate depends on the choice of the kernel's standard deviation. Optimal choice will depend on the images. It is can be shown that around the optimal variance, the mutual information estimate is relatively insensitive to small changes of the standard deviation. In our experiments, we have found that a standard deviation of 0.4 works well for images normalized to have a mean of zero and standard deviation of 1.0. The variance can be set via methods SetFixedImageStandardDeviation() and SetMovingImageStandardDeviation().
Implementaton of this class is based on: Viola, P. and Wells III, W. (1997). "Alignment by Maximization of Mutual Information" International Journal of Computer Vision, 24(2):137-154
Definition at line 90 of file itkMutualInformationImageToImageMetric.h.
typedef SmartPointer<const Self> itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::ConstPointer |
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 99 of file itkMutualInformationImageToImageMetric.h.
typedef Superclass::DerivativeType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::DerivativeType |
Type of the derivative.
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 113 of file itkMutualInformationImageToImageMetric.h.
typedef Superclass::FixedImageConstPointer itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImageConstPointer |
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 117 of file itkMutualInformationImageToImageMetric.h.
typedef FixedImageType::IndexType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImageIndexType |
Index and Point typedef support.
Definition at line 121 of file itkMutualInformationImageToImageMetric.h.
typedef FixedImageIndexType::IndexValueType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImageIndexValueType |
Definition at line 122 of file itkMutualInformationImageToImageMetric.h.
typedef FixedImageMaskType::Pointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::FixedImageMaskPointer [inherited] |
Definition at line 122 of file itkImageToImageMetric.h.
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.
typedef TransformType::InputPointType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImagePointType |
Definition at line 124 of file itkMutualInformationImageToImageMetric.h.
typedef FixedImageType::RegionType itk::ImageToImageMetric< TFixedImage, TMovingImage >::FixedImageRegionType [inherited] |
typedef Superclass::FixedImageType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::FixedImageType |
Type of the fixed Image.
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 115 of file itkMutualInformationImageToImageMetric.h.
typedef GradientImageFilterType::Pointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::GradientImageFilterPointer [inherited] |
Definition at line 110 of file itkImageToImageMetric.h.
typedef GradientRecursiveGaussianImageFilter< MovingImageType, GradientImageType > itk::ImageToImageMetric< TFixedImage, TMovingImage >::GradientImageFilterType [inherited] |
Definition at line 109 of file itkImageToImageMetric.h.
typedef SmartPointer<GradientImageType> itk::ImageToImageMetric< TFixedImage, TMovingImage >::GradientImagePointer [inherited] |
Definition at line 106 of file itkImageToImageMetric.h.
typedef Image<GradientPixelType, itkGetStaticConstMacro(MovingImageDimension)> itk::ImageToImageMetric< TFixedImage, TMovingImage >::GradientImageType [inherited] |
Definition at line 105 of file itkImageToImageMetric.h.
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.
typedef TransformType::InputPointType itk::ImageToImageMetric< TFixedImage, TMovingImage >::InputPointType [inherited] |
Reimplemented in itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 89 of file itkImageToImageMetric.h.
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.
typedef Superclass::InterpolatorType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::InterpolatorType |
Type of the Interpolator Base class
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 111 of file itkMutualInformationImageToImageMetric.h.
typedef Superclass::MeasureType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MeasureType |
Type of the measure.
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 112 of file itkMutualInformationImageToImageMetric.h.
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.
typedef Superclass::MovingImageConstPointer itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MovingImageCosntPointer |
Definition at line 118 of file itkMutualInformationImageToImageMetric.h.
typedef MovingImageType::IndexType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MovingImageIndexType |
Definition at line 123 of file itkMutualInformationImageToImageMetric.h.
typedef MovingImageMaskType::Pointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::MovingImageMaskPointer [inherited] |
Definition at line 128 of file itkImageToImageMetric.h.
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.
typedef TMovingImage::PixelType itk::ImageToImageMetric< TFixedImage, TMovingImage >::MovingImagePixelType [inherited] |
Reimplemented in itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 68 of file itkImageToImageMetric.h.
typedef TransformType::OutputPointType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MovingImagePointType |
Definition at line 125 of file itkMutualInformationImageToImageMetric.h.
typedef Superclass::MovingImageType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MovingImageType |
Type of the moving Image.
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 116 of file itkMutualInformationImageToImageMetric.h.
typedef TransformType::OutputPointType itk::ImageToImageMetric< TFixedImage, TMovingImage >::OutputPointType [inherited] |
Reimplemented in itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 90 of file itkImageToImageMetric.h.
typedef Superclass::ParametersType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::ParametersType |
Type of the parameters.
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 114 of file itkMutualInformationImageToImageMetric.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.
typedef SmartPointer<Self> itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::Pointer |
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 98 of file itkMutualInformationImageToImageMetric.h.
typedef NumericTraits<MovingImagePixelType>::RealType itk::ImageToImageMetric< TFixedImage, TMovingImage >::RealType [inherited] |
Gaussian filter to compute the gradient of the Moving Image
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.
typedef MutualInformationImageToImageMetric itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::Self |
Standard class typedefs.
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 96 of file itkMutualInformationImageToImageMetric.h.
typedef ImageToImageMetric< TFixedImage, TMovingImage > itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::Superclass |
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 97 of file itkMutualInformationImageToImageMetric.h.
typedef Superclass::TransformJacobianType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::TransformJacobianType |
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 110 of file itkMutualInformationImageToImageMetric.h.
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.
typedef Superclass::TransformPointer itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::TransformPointer |
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 109 of file itkMutualInformationImageToImageMetric.h.
typedef Superclass::TransformType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::TransformType |
Types inherited from Superclass.
Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >.
Definition at line 105 of file itkMutualInformationImageToImageMetric.h.
itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::MutualInformationImageToImageMetric | ( | ) | [protected] |
virtual itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::~MutualInformationImageToImageMetric | ( | ) | [inline, protected, virtual] |
Definition at line 193 of file itkMutualInformationImageToImageMetric.h.
unsigned long itk::Object::AddObserver | ( | const EventObject & | event, | |
Command * | ||||
) | const [inherited] |
unsigned long itk::Object::AddObserver | ( | const EventObject & | event, | |
Command * | ||||
) | [inherited] |
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::Command to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the Command becomes the responsibility of this object, so don't pass the same instance of a command to two different objects
static void itk::LightObject::BreakOnError | ( | ) | [static, inherited] |
This method is called when itkExceptionMacro executes. It allows the debugger to break on error.
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::ComputeGradient | ( | ) | [virtual, inherited] |
Computes the gradient image and assigns it to m_GradientImage
Reimplemented in itk::KappaStatisticImageToImageMetric< TFixedImage, TMovingImage >.
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::ComputeGradientOff | ( | ) | [virtual, inherited] |
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.
virtual const bool& itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetComputeGradient | ( | ) | [virtual, inherited] |
bool itk::Object::GetDebug | ( | ) | const [inherited] |
Get the value of the debug flag.
virtual void itk::SingleValuedCostFunction::GetDerivative | ( | const ParametersType & | parameters, | |
DerivativeType & | derivative | |||
) | const [pure virtual, inherited] |
This method returns the derivative of the cost function corresponding to the specified parameters.
Implemented in itk::Statistics::GoodnessOfFitMixtureModelCostFunction< TInputSample >.
void itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetDerivative | ( | const ParametersType & | parameters, | |
DerivativeType & | Derivative | |||
) | const |
Get the derivatives of the match measure.
virtual const FixedImageType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetFixedImage | ( | ) | [virtual, inherited] |
Get the Fixed Image.
virtual const FixedImageMaskType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetFixedImageMask | ( | ) | [virtual, inherited] |
virtual const FixedImageRegionType& itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetFixedImageRegion | ( | ) | [virtual, inherited] |
Get the region over which the metric will be computed
virtual double itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetFixedImageStandardDeviation | ( | ) | [virtual] |
static bool itk::Object::GetGlobalWarningDisplay | ( | ) | [static, inherited] |
virtual const GradientImageType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetGradientImage | ( | ) | [virtual, inherited] |
Get Gradient Image.
virtual const InterpolatorType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetInterpolator | ( | ) | [virtual, inherited] |
Get a pointer to the Interpolator.
virtual KernelFunction* itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetKernelFunction | ( | ) | [virtual] |
const MetaDataDictionary& itk::Object::GetMetaDataDictionary | ( | void | ) | const [inherited] |
MetaDataDictionary& itk::Object::GetMetaDataDictionary | ( | void | ) | [inherited] |
virtual const MovingImageType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetMovingImage | ( | ) | [virtual, inherited] |
Get the Moving Image.
virtual const MovingImageMaskType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetMovingImageMask | ( | ) | [virtual, inherited] |
virtual const double& itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetMovingImageStandardDeviation | ( | ) | [virtual] |
virtual unsigned long itk::Object::GetMTime | ( | ) | const [virtual, inherited] |
Return this objects modified time.
Reimplemented in itk::ImageRegistrationMethod< TFixedImage, TMovingImage >, itk::ImageToSpatialObjectRegistrationMethod< TFixedImage, TMovingSpatialObject >, itk::MultiResolutionImageRegistrationMethod< TFixedImage, TMovingImage >, itk::PointSetToImageRegistrationMethod< TFixedPointSet, TMovingImage >, itk::PointSetToPointSetRegistrationMethod< TFixedPointSet, TMovingPointSet >, itk::DeformationFieldSource< TOutputImage >, itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer >, itk::ImageAdaptor< TImage, TAccessor >, itk::ImageSpatialObject< TDimension, TPixelType >, itk::MeshSpatialObject< TMesh >, itk::SceneSpatialObject< TSpaceDimension >, itk::SpatialObject< TDimension >, itk::ImageAdaptor< TImage, itk::Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AddPixelAccessor< TImage::PixelType > >, itk::ImageAdaptor< itk::VectorImage< TPixelType, Dimension >, itk::Accessor::VectorImageToImagePixelAccessor< TPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > >, itk::ImageAdaptor< TImage, itk::PixelAccessor< TInternalType, TExternalType > >, itk::ImageAdaptor< TImage, itk::Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > >, itk::ImageAdaptor< TImage, itk::Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageSpatialObject< TDimension, unsigned char >, itk::SpatialObject< 3 >, and itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >.
Referenced by itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >::GetObjectMTime().
virtual const char* itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetNameOfClass | ( | ) | const [virtual] |
Run-time type information (and related methods).
Reimplemented from itk::ImageToImageMetric< TFixedImage, 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 200 of file itkImageToImageMetric.h.
virtual const unsigned long& itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetNumberOfPixelsCounted | ( | ) | [virtual, inherited] |
Get the number of pixels considered in the computation.
virtual const unsigned int& itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetNumberOfSpatialSamples | ( | ) | [virtual] |
Get the number of spatial samples.
virtual int itk::LightObject::GetReferenceCount | ( | ) | const [inline, virtual, inherited] |
Gets the reference count on this object.
Definition at line 98 of file itkLightObject.h.
virtual const TransformType* itk::ImageToImageMetric< TFixedImage, TMovingImage >::GetTransform | ( | ) | [virtual, inherited] |
Get a pointer to the Transform.
virtual MeasureType itk::SingleValuedCostFunction::GetValue | ( | const ParametersType & | parameters | ) | const [pure virtual, inherited] |
This method returns the value of the cost function corresponding to the specified parameters.
Implemented in itk::Statistics::GoodnessOfFitMixtureModelCostFunction< TInputSample >.
MeasureType itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetValue | ( | const ParametersType & | parameters | ) | const |
Get the value.
virtual void itk::SingleValuedCostFunction::GetValueAndDerivative | ( | const ParametersType & | parameters, | |
MeasureType & | value, | |||
DerivativeType & | derivative | |||
) | const [inline, virtual, inherited] |
This method returns the value and derivative of the cost function corresponding to the specified parameters
Definition at line 71 of file itkSingleValuedCostFunction.h.
void itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::GetValueAndDerivative | ( | const ParametersType & | parameters, | |
MeasureType & | Value, | |||
DerivativeType & | Derivative | |||
) | const |
Get the value and derivatives for single valued optimizers.
static void itk::Object::GlobalWarningDisplayOff | ( | ) | [inline, static, inherited] |
static void itk::Object::GlobalWarningDisplayOn | ( | ) | [inline, static, inherited] |
bool itk::Object::HasObserver | ( | const EventObject & | event | ) | const [inherited] |
Return true if an observer is registered for this event.
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::Initialize | ( | void | ) | throw ( ExceptionObject ) [virtual, inherited] |
Initialize the Metric by making sure that all the components are present and plugged together correctly
Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::GradientDifferenceImageToImageMetric< TFixedImage, TMovingImage >, itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, and itk::MattesMutualInformationImageToImageMetric< 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.
itk::ImageToImageMetric< TFixedImage, TMovingImage >::itkStaticConstMacro | ( | FixedImageDimension | , | |
unsigned | int, | |||
TFixedImage::ImageDimension | ||||
) | [inherited] |
Reimplemented in itk::GradientDifferenceImageToImageMetric< TFixedImage, TMovingImage >.
itk::ImageToImageMetric< TFixedImage, TMovingImage >::itkStaticConstMacro | ( | MovingImageDimension | , | |
unsigned | int, | |||
TMovingImage::ImageDimension | ||||
) | [inherited] |
Constants for the image dimensions
itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::itkStaticConstMacro | ( | MovingImageDimension | , | |
unsigned | int, | |||
MovingImageType::ImageDimension | ||||
) |
Enum of 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.
Reimplemented in itk::NormalizeImageFilter< TInputImage, TOutputImage >, itk::ImageAdaptor< TImage, TAccessor >, itk::ImageAdaptor< TImage, itk::Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AddPixelAccessor< TImage::PixelType > >, itk::ImageAdaptor< itk::VectorImage< TPixelType, Dimension >, itk::Accessor::VectorImageToImagePixelAccessor< TPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > >, itk::ImageAdaptor< TImage, itk::PixelAccessor< TInternalType, TExternalType > >, itk::ImageAdaptor< TImage, itk::Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > >, itk::ImageAdaptor< TImage, itk::Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > >, and itk::ImageAdaptor< TImage, itk::Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > >.
Referenced by itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::InsertNarrowBandNode(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter(), itk::HistogramAlgorithmBase< TInputHistogram >::SetInputHistogram(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetMatrix(), itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBand(), itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBandInnerRadius(), itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBandTotalRadius(), 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< TInputHistogram >::SetTotalObservedScale(), and itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation().
static Pointer itk::MutualInformationImageToImageMetric< 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.
Referenced by itk::WeakPointer< itk::ProcessObject >::Print().
virtual void itk::LightObject::PrintHeader | ( | std::ostream & | os, | |
Indent | indent | |||
) | const [protected, virtual, inherited] |
bool itk::Object::PrintObservers | ( | std::ostream & | os, | |
Indent | indent | |||
) | const [protected, inherited] |
void itk::MutualInformationImageToImageMetric< 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.
void itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::ReinitializeSeed | ( | int | ) |
void itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::ReinitializeSeed | ( | ) |
Reinitialize the seed of the random number generator that selects the sample of pixels used for estimating the image histograms and the joint histogram. By nature, this metric is not deterministic, since at each run it may select a different set of pixels. By initializing the random number generator seed to the same value you can restore determinism. On the other hand, calling the method ReinitializeSeed() without arguments will use the clock from your machine in order to have a very random initialization of the seed. This will indeed increase the non-deterministic behavior of the metric.
void itk::Object::RemoveAllObservers | ( | ) | [inherited] |
Remove all observers .
void itk::Object::RemoveObserver | ( | unsigned long | tag | ) | [inherited] |
Remove the observer with this tag value.
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetComputeGradient | ( | bool | _arg | ) | [virtual, inherited] |
Set/Get gradient computation.
void itk::Object::SetDebug | ( | bool | debugFlag | ) | const [inherited] |
Set the value of the debug flag. A non-zero value turns debugging on.
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetFixedImage | ( | const FixedImageType * | _arg | ) | [virtual, inherited] |
Connect the Fixed Image.
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetFixedImageMask | ( | FixedImageMaskType * | _arg | ) | [virtual, inherited] |
Set/Get the fixed image mask.
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetFixedImageRegion | ( | FixedImageRegionType | _arg | ) | [virtual, inherited] |
Set the region over which the metric will be computed
virtual void itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::SetFixedImageStandardDeviation | ( | double | _arg | ) | [virtual] |
Set/Get the fixed image intensitiy standard deviation. This defines the kernel bandwidth used in the joint probability distribution calculation. Default value is 0.4 which works well for image intensities normalized to a mean of 0 and standard deviation of 1.0. Value is clamped to be always greater than zero.
static void itk::Object::SetGlobalWarningDisplay | ( | bool | flag | ) | [static, inherited] |
This is a global flag that controls whether any debug, warning or error messages are displayed.
Referenced by itk::Object::GlobalWarningDisplayOff(), and itk::Object::GlobalWarningDisplayOn().
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetInterpolator | ( | InterpolatorType * | _arg | ) | [virtual, inherited] |
Connect the Interpolator.
virtual void itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::SetKernelFunction | ( | KernelFunction * | _arg | ) | [virtual] |
Set/Get the kernel function. This is used to calculate the joint probability distribution. Default is the GaussianKernelFunction.
void itk::Object::SetMetaDataDictionary | ( | const MetaDataDictionary & | rhs | ) | [inherited] |
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetMovingImage | ( | const MovingImageType * | _arg | ) | [virtual, inherited] |
Connect the Moving Image.
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetMovingImageMask | ( | MovingImageMaskType * | _arg | ) | [virtual, inherited] |
Set/Get the moving image mask.
virtual void itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::SetMovingImageStandardDeviation | ( | double | _arg | ) | [virtual] |
Set/Get the moving image intensitiy standard deviation. This defines the kernel bandwidth used in the joint probability distribution calculation. Default value is 0.4 which works well for image intensities normalized to a mean of 0 and standard deviation of 1.0. Value is clamped to be always greater than zero.
void itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >::SetNumberOfSpatialSamples | ( | unsigned int | num | ) |
Set the number of spatial samples. This is the number of image samples used to calculate the joint probability distribution. The number of spatial samples is clamped to be a minimum of 1. Default value is 50.
virtual void itk::Object::SetReferenceCount | ( | int | ) | [virtual, inherited] |
Sets the reference count (use with care)
Reimplemented from itk::LightObject.
virtual void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetTransform | ( | TransformType * | _arg | ) | [virtual, inherited] |
Connect the Transform.
void itk::ImageToImageMetric< TFixedImage, TMovingImage >::SetTransformParameters | ( | const ParametersType & | parameters | ) | const [inherited] |
Set the parameters defining the Transform.
virtual void itk::Object::UnRegister | ( | ) | const [virtual, inherited] |
Decrease the reference count (release by another object).
Reimplemented from itk::LightObject.
bool itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_ComputeGradient [protected, inherited] |
Definition at line 220 of file itkImageToImageMetric.h.
FixedImageConstPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_FixedImage [protected, inherited] |
Definition at line 214 of file itkImageToImageMetric.h.
FixedImageMaskPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_FixedImageMask [mutable, protected, inherited] |
Definition at line 223 of file itkImageToImageMetric.h.
GradientImagePointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_GradientImage [protected, inherited] |
Definition at line 221 of file itkImageToImageMetric.h.
InterpolatorPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_Interpolator [protected, inherited] |
Definition at line 218 of file itkImageToImageMetric.h.
MovingImageConstPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_MovingImage [protected, inherited] |
Definition at line 215 of file itkImageToImageMetric.h.
MovingImageMaskPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_MovingImageMask [mutable, protected, inherited] |
Definition at line 224 of file itkImageToImageMetric.h.
unsigned long itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_NumberOfPixelsCounted [mutable, protected, inherited] |
Definition at line 212 of file itkImageToImageMetric.h.
volatile 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.
TransformPointer itk::ImageToImageMetric< TFixedImage, TMovingImage >::m_Transform [mutable, protected, inherited] |
Definition at line 217 of file itkImageToImageMetric.h.