#include <itkCovarianceImageFunction.h>

Inheritance diagram for itk::CovarianceImageFunction< TInputImage, TCoordRep >:

Collaboration diagram for itk::CovarianceImageFunction< TInputImage, TCoordRep >:

Public Types
typedef SmartPointer< const Self >	ConstPointer
typedef Superclass::ContinuousIndexType	ContinuousIndexType
typedef Superclass::IndexType	IndexType
typedef TInputImage	InputImageType
typedef Superclass::OutputType	OutputType
typedef SmartPointer< Self >	Pointer
typedef Superclass::PointType	PointType
typedef vnl_matrix< typename NumericTraits< typename InputImageType::PixelType::ValueType > ::RealType >	RealType
typedef CovarianceImageFunction	Self
typedef ImageFunction < TInputImage, vnl_matrix < typename NumericTraits < typename TInputImage::PixelType::ValueType > ::RealType >, TCoordRep >	Superclass
Public Types inherited from itk::ImageFunction< TInputImage, vnl_matrix< NumericTraits< TInputImage::PixelType::ValueType >::RealType >, TCoordRep >
typedef TCoordRep	CoordRepType
typedef InputImageType::IndexValueType	IndexValueType
typedef InputImageType::ConstPointer	InputImageConstPointer
typedef InputImageType::PixelType	InputPixelType
Public Types inherited from itk::FunctionBase< Point< TCoordRep, TInputImage::ImageDimension >, vnl_matrix< NumericTraits< TInputImage::PixelType::ValueType >::RealType > >
typedef Point< TCoordRep, TInputImage::ImageDimension >	InputType
Public Types inherited from itk::Object
Public Types inherited from itk::LightObject

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual RealType	Evaluate (const PointType &point) const
virtual RealType	EvaluateAtContinuousIndex (const ContinuousIndexType &cindex) const
virtual RealType	EvaluateAtIndex (const IndexType &index) const
virtual const char *	GetNameOfClass () const
Public Member Functions inherited from itk::ImageFunction< TInputImage, vnl_matrix< NumericTraits< TInputImage::PixelType::ValueType >::RealType >, TCoordRep >
void	ConvertContinuousIndexToNearestIndex (const ContinuousIndexType &cindex, IndexType &index) const
void	ConvertPointToContinuousIndex (const PointType &point, ContinuousIndexType &cindex) const
void	ConvertPointToNearestIndex (const PointType &point, IndexType &index) const
virtual vnl_matrix < NumericTraits < TInputImage::PixelType::ValueType > ::RealType >	Evaluate (const PointType &point) const =0
virtual vnl_matrix < NumericTraits < TInputImage::PixelType::ValueType > ::RealType >	EvaluateAtContinuousIndex (const ContinuousIndexType &index) const =0
virtual vnl_matrix < NumericTraits < TInputImage::PixelType::ValueType > ::RealType >	EvaluateAtIndex (const IndexType &index) const =0
virtual const ContinuousIndexType &	GetEndContinuousIndex ()
virtual const IndexType &	GetEndIndex ()
const InputImageType *	GetInputImage () const
virtual const ContinuousIndexType &	GetStartContinuousIndex ()
virtual const IndexType &	GetStartIndex ()
virtual void	SetInputImage (const InputImageType *ptr)
virtual bool	IsInsideBuffer (const IndexType &index) const
virtual bool	IsInsideBuffer (const ContinuousIndexType &index) const
virtual bool	IsInsideBuffer (const PointType &point) const

Static Public Member Functions
static Pointer	New ()

Static Public Attributes
static const unsigned int	ImageDimension = InputImageType::ImageDimension
Static Public Attributes inherited from itk::ImageFunction< TInputImage, vnl_matrix< NumericTraits< TInputImage::PixelType::ValueType >::RealType >, TCoordRep >
Protected Member Functions inherited from itk::ImageFunction< TInputImage, vnl_matrix< NumericTraits< TInputImage::PixelType::ValueType >::RealType >, TCoordRep >
	ImageFunction ()
	~ImageFunction ()
Protected Member Functions inherited from itk::FunctionBase< Point< TCoordRep, TInputImage::ImageDimension >, vnl_matrix< NumericTraits< TInputImage::PixelType::ValueType >::RealType > >
	FunctionBase ()
	~FunctionBase ()
Protected Member Functions inherited from itk::Object
	Object ()
bool	PrintObservers (std::ostream &os, Indent indent) const
virtual void	SetTimeStamp (const TimeStamp &time)
virtual	~Object ()
Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer	InternalClone () const
	LightObject ()
virtual void	PrintHeader (std::ostream &os, Indent indent) const
virtual void	PrintTrailer (std::ostream &os, Indent indent) const
virtual	~LightObject ()

Private Member Functions
	CovarianceImageFunction (const Self &)
void	operator= (const Self &)

Private Attributes
unsigned int	m_NeighborhoodRadius
virtual void	SetNeighborhoodRadius (unsigned int _arg)
virtual const unsigned int &	GetNeighborhoodRadius ()
	CovarianceImageFunction ()
	~CovarianceImageFunction ()
void	PrintSelf (std::ostream &os, Indent indent) const

Additional Inherited Members
Protected Attributes inherited from itk::ImageFunction< TInputImage, vnl_matrix< NumericTraits< TInputImage::PixelType::ValueType >::RealType >, TCoordRep >
ContinuousIndexType	m_EndContinuousIndex
IndexType	m_EndIndex
InputImageConstPointer	m_Image
ContinuousIndexType	m_StartContinuousIndex
IndexType	m_StartIndex

Detailed Description

template<class TInputImage, class TCoordRep = float>
class itk::CovarianceImageFunction< TInputImage, TCoordRep >

Calculate the covariance matrix in the neighborhood of a pixel in a Vector image.

Calculate the covariance matrix over the standard 8, 26, etc. connected neighborhood. This calculation uses a ZeroFluxNeumannBoundaryCondition.

If called with a ContinuousIndex or Point, the calculation is performed at the nearest neighbor.

This class is templated over the input image type and the coordinate representation type (e.g. float or double).

See also:: VectorMeanImageFunction

Definition at line 45 of file itkCovarianceImageFunction.h.