#include <itkManifoldParzenWindowsPointSetFunction.h>

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 46 of file itkManifoldParzenWindowsPointSetFunction.h.

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

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

Public Types
using	ConstPointer = SmartPointer< const Self >

using	CoordRepType = TCoordRep

using	CovarianceMatrixType = typename GaussianType::CovarianceMatrixType

using	GaussianConstPointer = typename GaussianType::ConstPointer

using	GaussianContainerType = std::vector< GaussianPointer >

using	GaussianPointer = typename GaussianType::Pointer

using	GaussianType = typename Statistics::GaussianMembershipFunction< PointType >

using	NeighborsIdentifierType = typename PointsLocatorType::NeighborsIdentifierType

using	OutputType = TOutput

using	Pointer = SmartPointer< Self >

using	PointIdentifier = typename PointsContainer::ElementIdentifier

using	PointsContainer = typename PointSetType::PointsContainer

using	PointSetType = TPointSet

using	PointsLocatorType = PointsLocator< PointsContainer >

using	PointType = typename PointSetType::PointType

using	RealType = TOutput

using	Self = ManifoldParzenWindowsPointSetFunction

using	Superclass = PointSetFunction< TPointSet, TOutput, TCoordRep >

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

using	CoordRepType = TCoordRep

using	InputPixelType = typename InputPointSetType::PixelType

using	InputPointSetConstPointer = typename InputPointSetType::ConstPointer

using	InputPointSetType = TPointSet

using	InputPointType = typename InputPointSetType::PointType

using	OutputType = TOutput

using	Pointer = SmartPointer< Self >

using	Self = PointSetFunction

using	Superclass = FunctionBase< typename TPointSet ::PointType, TOutput >

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

using	InputType = TPointSet ::PointType

using	OutputType = TOutput

using	Pointer = SmartPointer< Self >

using	Self = FunctionBase

using	Superclass = Object

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

using	Pointer = SmartPointer< Self >

using	Self = Object

using	Superclass = LightObject

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

using	Pointer = SmartPointer< Self >

using	Self = LightObject

Public Member Functions
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 RealType	GetRegularizationSigma () const

virtual bool	GetUseAnisotropicCovariances () const

virtual void	NormalizeOn ()

virtual void	SetCovarianceKNeighborhood (unsigned int _arg)

virtual void	SetEvaluationKNeighborhood (unsigned int _arg)

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	UseAnisotropicCovariancesOn ()

Public Member Functions inherited from itk::PointSetFunction< TPointSet, TOutput, TCoordRep >
const InputPointSetType *	GetInputPointSet () const

const char *	GetNameOfClass () const override

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 *cmd) const

unsigned long	AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const

LightObject::Pointer	CreateAnother () const override

virtual void	DebugOff () const

virtual void	DebugOn () const

Command *	GetCommand (unsigned long tag)

bool	GetDebug () const

MetaDataDictionary &	GetMetaDataDictionary ()

const MetaDataDictionary &	GetMetaDataDictionary () const

virtual ModifiedTimeType	GetMTime () const

virtual const TimeStamp &	GetTimeStamp () const

bool	HasObserver (const EventObject &event) const

void	InvokeEvent (const EventObject &)

void	InvokeEvent (const EventObject &) const

virtual void	Modified () const

void	Register () const override

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag) const

void	SetDebug (bool debugFlag) const

void	SetReferenceCount (int) override

void	UnRegister () const noexcept override

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

void	SetMetaDataDictionary (MetaDataDictionary &&rrhs)

virtual void	SetObjectName (std::string _arg)

virtual const std::string &	GetObjectName () const

Public Member Functions inherited from itk::LightObject
Pointer	Clone () const

virtual void	Delete ()

virtual int	GetReferenceCount () const

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

Static Public Member Functions
static Pointer	New ()

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

static void	GlobalWarningDisplayOff ()

static void	GlobalWarningDisplayOn ()

static Pointer	New ()

static void	SetGlobalWarningDisplay (bool val)

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

static Pointer	New ()

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

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

Protected Member Functions
void	GenerateData ()

	ManifoldParzenWindowsPointSetFunction ()

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

	~ManifoldParzenWindowsPointSetFunction () override=default

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

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

	~PointSetFunction () override=default

Protected Member Functions inherited from itk::FunctionBase< TPointSet ::PointType, TOutput >
	FunctionBase ()=default

	~FunctionBase () override=default

Protected Member Functions inherited from itk::Object
	Object ()

bool	PrintObservers (std::ostream &os, Indent indent) const

virtual void	SetTimeStamp (const TimeStamp &timeStamp)

	~Object () override

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 Attributes
unsigned int	m_CovarianceKNeighborhood { 5 }

unsigned int	m_EvaluationKNeighborhood { 50 }

GaussianContainerType	m_Gaussians {}

RealType	m_KernelSigma {}

MultiThreaderBase::Pointer	m_MultiThreader {}

bool	m_Normalize { true }

PointsLocatorType::Pointer	m_PointsLocator {}

RealType	m_RegularizationSigma {}

bool	m_UseAnisotropicCovariances { true }

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

Protected Attributes inherited from itk::LightObject
std::atomic< int >	m_ReferenceCount {}