#include <itkManifoldParzenWindowsPointSetFunction.h>

Inheritance diagram for itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >:

Collaboration diagram for itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >:

Detailed Description

template<typename TPointSet, typename TOutput = double, typename TCoordRep = double>
class itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >

Point set function based on n-dimensional parzen windowing.

This class allows evaluating a function derived from a point set by creating a continuous distribution using manifold parzen windowing. Each point is associated with a Gaussian and local shape can be encoded in the covariance matrix.

Definition at line 45 of file itkManifoldParzenWindowsPointSetFunction.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer

typedef TCoordRep	CoordRepType

typedef GaussianType::CovarianceMatrixType	CovarianceMatrixType

typedef GaussianType::ConstPointer	GaussianConstPointer

typedef std::vector < GaussianPointer >	GaussianContainerType

typedef GaussianType::Pointer	GaussianPointer

typedef Statistics::GaussianMembershipFunction < PointType >	GaussianType

typedef Superclass::InputPointSetType	InputPointSetType

typedef Superclass::InputPointType	InputPointType

typedef PointsLocatorType::NeighborsIdentifierType	NeighborsIdentifierType

typedef TOutput	OutputType

typedef SmartPointer< Self >	Pointer

typedef PointsContainer::ElementIdentifier	PointIdentifier

typedef PointSetType::PointsContainer	PointsContainer

typedef TPointSet	PointSetType

typedef PointsLocator < PointsContainer >	PointsLocatorType

typedef PointSetType::PointType	PointType

typedef TOutput	RealType

typedef ManifoldParzenWindowsPointSetFunction	Self

typedef PointSetFunction < TPointSet, TOutput, TCoordRep >	Superclass

Public Types inherited from itk::PointSetFunction< TPointSet, TOutput, TCoordRep >
typedef SmartPointer< const Self >	ConstPointer

typedef TCoordRep	CoordRepType

typedef InputPointSetType::PixelType	InputPixelType

typedef InputPointSetType::ConstPointer	InputPointSetConstPointer

typedef TPointSet	InputPointSetType

typedef InputPointSetType::PointType	InputPointType

typedef TOutput	OutputType

typedef SmartPointer< Self >	Pointer

typedef PointSetFunction	Self

typedef FunctionBase< typename TPointSet::PointType, TOutput >	Superclass

Public Types inherited from itk::FunctionBase< TPointSet::PointType, TOutput >
typedef SmartPointer< const Self >	ConstPointer

typedef TPointSet::PointType	InputType

typedef TOutput	OutputType

typedef SmartPointer< Self >	Pointer

typedef FunctionBase	Self

typedef Object	Superclass

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

typedef SmartPointer< Self >	Pointer

typedef Object	Self

typedef LightObject	Superclass

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

typedef SmartPointer< Self >	Pointer

typedef LightObject	Self

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

virtual TOutput	Evaluate (const InputPointType &) const override

virtual unsigned int	GetCovarianceKNeighborhood () const

virtual unsigned int	GetEvaluationKNeighborhood () const

GaussianConstPointer	GetGaussian (PointIdentifier) const

virtual RealType	GetKernelSigma () const

virtual PointsLocatorType *	GetModifiablePointsLocator ()

virtual bool	GetNormalize () const

virtual const PointsLocatorType *	GetPointsLocator () const

virtual RealType	GetRegularizationSigma () const

virtual bool	GetUseAnisotropicCovariances () const

virtual void	NormalizeOff ()

virtual void	NormalizeOn ()

virtual void	SetCovarianceKNeighborhood (unsigned int _arg)

virtual void	SetEvaluationKNeighborhood (unsigned int _arg)

virtual void	SetInputPointSet (const InputPointSetType *) override

virtual void	SetKernelSigma (RealType _arg)

virtual void	SetNormalize (bool _arg)

virtual void	SetRegularizationSigma (RealType _arg)

virtual void	SetUseAnisotropicCovariances (bool _arg)

virtual void	UseAnisotropicCovariancesOff ()

virtual void	UseAnisotropicCovariancesOn ()

Public Member Functions inherited from itk::PointSetFunction< TPointSet, TOutput, TCoordRep >
virtual TOutput	Evaluate (const InputPointType &point) const override=0

const InputPointSetType *	GetInputPointSet () const

virtual const char *	GetNameOfClass () const

virtual void	SetInputPointSet (const InputPointSetType *ptr)

Public Member Functions inherited from itk::FunctionBase< TPointSet::PointType, TOutput >
virtual OutputType	Evaluate (const InputType &input) const =0

Public Member Functions inherited from itk::Object
unsigned long	AddObserver (const EventObject &event, Command *)

unsigned long	AddObserver (const EventObject &event, Command *) const

virtual void	DebugOff () const

virtual void	DebugOn () const

Command *	GetCommand (unsigned long tag)

bool	GetDebug () const

MetaDataDictionary &	GetMetaDataDictionary ()

const MetaDataDictionary &	GetMetaDataDictionary () const

virtual ModifiedTimeType	GetMTime () const

virtual const TimeStamp &	GetTimeStamp () const

bool	HasObserver (const EventObject &event) const

void	InvokeEvent (const EventObject &)

void	InvokeEvent (const EventObject &) const

virtual void	Modified () const

virtual void	Register () const override

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag)

void	SetDebug (bool debugFlag) const

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

virtual void	SetReferenceCount (int) override

virtual void	UnRegister () const noexceptoverride

virtual void	SetObjectName (std::string _arg)

virtual const std::string &	GetObjectName () const

Public Member Functions inherited from itk::LightObject
virtual void	Delete ()

virtual int	GetReferenceCount () const

	itkCloneMacro (Self)

void	Print (std::ostream &os, Indent indent=0) const

Static Public Member Functions
static Pointer	New ()

Static Public Member Functions inherited from itk::Object
static bool	GetGlobalWarningDisplay ()

static void	GlobalWarningDisplayOff ()

static void	GlobalWarningDisplayOn ()

static Pointer	New ()

static void	SetGlobalWarningDisplay (bool flag)

Static Public Member Functions inherited from itk::LightObject
static void	BreakOnError ()

static Pointer	New ()

Static Public Attributes
static const unsigned int	PointDimension = TPointSet::PointDimension

Static Public Attributes inherited from itk::PointSetFunction< TPointSet, TOutput, TCoordRep >
static const unsigned int	Dimension

Protected Member Functions
void	GenerateData ()

	ManifoldParzenWindowsPointSetFunction ()

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

virtual	~ManifoldParzenWindowsPointSetFunction ()

Protected Member Functions inherited from itk::PointSetFunction< TPointSet, TOutput, TCoordRep >
	PointSetFunction ()

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

virtual	~PointSetFunction ()

Protected Member Functions inherited from itk::FunctionBase< TPointSet::PointType, TOutput >
	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
	ManifoldParzenWindowsPointSetFunction (const Self &)

void	operator= (const Self &)

Private Attributes
unsigned int	m_CovarianceKNeighborhood

unsigned int	m_EvaluationKNeighborhood

GaussianContainerType	m_Gaussians

RealType	m_KernelSigma

bool	m_Normalize

PointsLocatorType::Pointer	m_PointsLocator

RealType	m_RegularizationSigma

bool	m_UseAnisotropicCovariances

Additional Inherited Members
Protected Attributes inherited from itk::PointSetFunction< TPointSet, TOutput, TCoordRep >
InputPointSetConstPointer	m_PointSet

Protected Attributes inherited from itk::LightObject
AtomicInt< int >	m_ReferenceCount