ITK  5.2.0
Insight Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Static Public Attributes | Protected Member Functions | Private Attributes | List of all members
itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep > Class Template Reference

#include <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 InputPointSetType = typename Superclass::InputPointSetType
 
using InputPointType = typename Superclass::InputPointType
 
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

virtual ::itk::LightObject::Pointer CreateAnother () const
 
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 PointsLocatorTypeGetModifiablePointsLocator ()
 
virtual bool GetNormalize () const
 
virtual const PointsLocatorTypeGetPointsLocator () 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)
 
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 >
TOutput Evaluate (const InputPointType &point) const override=0
 
const InputPointSetTypeGetInputPointSet () 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
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
virtual ModifiedTimeType GetMTime () const
 
virtual const TimeStampGetTimeStamp () 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)
 
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
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 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 ()
 
 ~Object () override
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
- 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
 

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.

Member Typedef Documentation

◆ ConstPointer

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::ConstPointer = SmartPointer<const Self>

Definition at line 54 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ CoordRepType

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

Definition at line 74 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ CovarianceMatrixType

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::CovarianceMatrixType = typename GaussianType::CovarianceMatrixType

Definition at line 84 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ GaussianConstPointer

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GaussianConstPointer = typename GaussianType::ConstPointer

Definition at line 82 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ GaussianContainerType

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GaussianContainerType = std::vector<GaussianPointer>

Definition at line 83 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ GaussianPointer

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GaussianPointer = typename GaussianType::Pointer

Definition at line 81 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ GaussianType

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GaussianType = typename Statistics::GaussianMembershipFunction<PointType>

Definition at line 80 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ InputPointSetType

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::InputPointSetType = typename Superclass::InputPointSetType

Definition at line 62 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ InputPointType

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::InputPointType = typename Superclass::InputPointType

Definition at line 63 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ NeighborsIdentifierType

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::NeighborsIdentifierType = typename PointsLocatorType::NeighborsIdentifierType

Definition at line 78 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ OutputType

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

Definition at line 73 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ Pointer

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::Pointer = SmartPointer<Self>

Definition at line 53 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ PointIdentifier

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::PointIdentifier = typename PointsContainer::ElementIdentifier

Definition at line 69 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ PointsContainer

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::PointsContainer = typename PointSetType::PointsContainer

Definition at line 68 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ PointSetType

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

Point set type alias support

Definition at line 66 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ PointsLocatorType

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::PointsLocatorType = PointsLocator<PointsContainer>

Typedef for points locator class to speed up finding neighboring points

Definition at line 77 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ PointType

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::PointType = typename PointSetType::PointType

Definition at line 67 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ RealType

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

Other type alias

Definition at line 72 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ Self

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

Definition at line 51 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ Superclass

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
using itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::Superclass = PointSetFunction<TPointSet, TOutput, TCoordRep>

Definition at line 52 of file itkManifoldParzenWindowsPointSetFunction.h.

Constructor & Destructor Documentation

◆ ManifoldParzenWindowsPointSetFunction()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::ManifoldParzenWindowsPointSetFunction ( )
protected

◆ ~ManifoldParzenWindowsPointSetFunction()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::~ManifoldParzenWindowsPointSetFunction ( )
overrideprotecteddefault

Member Function Documentation

◆ CreateAnother()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual::itk::LightObject::Pointer itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::CreateAnother ( ) const
virtual

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::Object.

◆ Evaluate()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
TOutput itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::Evaluate ( const InputPointType ) const
override

Evaluate function value at specified point

◆ GenerateData()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GenerateData ( )
protected

◆ GetCovarianceKNeighborhood()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual unsigned int itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GetCovarianceKNeighborhood ( ) const
virtual

Get the covariance k neighborhood size. Default = 5.

◆ GetEvaluationKNeighborhood()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual unsigned int itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GetEvaluationKNeighborhood ( ) const
virtual

Get the evaluation K neighborhood. Default = 50.

◆ GetGaussian()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
GaussianConstPointer itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GetGaussian ( PointIdentifier  ) const

Get Gaussian corresponding to a specific point

◆ GetKernelSigma()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual RealType itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GetKernelSigma ( ) const
virtual

Get the kernel sigma. Default = 1.0.

◆ GetModifiablePointsLocator()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual PointsLocatorType* itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GetModifiablePointsLocator ( )
virtual

Get the points locator describing the point set neighborhood

◆ GetNormalize()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual bool itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GetNormalize ( ) const
virtual

Normalize covariance by the sum of the weights of the nearest neighbors. Default = true.

◆ GetPointsLocator()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual const PointsLocatorType* itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GetPointsLocator ( ) const
virtual

◆ GetRegularizationSigma()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual RealType itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GetRegularizationSigma ( ) const
virtual

Get the regularization sigma. Default = 1.0.

◆ GetUseAnisotropicCovariances()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual bool itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::GetUseAnisotropicCovariances ( ) const
virtual

Construct covariances using the local neighborhood point set structure. Otherwise, the Gaussian for each point is characterized by the value of m_RegularizationSigma. Default = true.

◆ New()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
static Pointer itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::New ( )
static

Method for creation through the object factory.

◆ NormalizeOff()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::NormalizeOff ( )
virtual

◆ NormalizeOn()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::NormalizeOn ( )
virtual

Normalize covariance by the sum of the weights of the nearest neighbors. Default = true.

◆ PrintSelf()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
overrideprotectedvirtual

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::Object.

◆ SetCovarianceKNeighborhood()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::SetCovarianceKNeighborhood ( unsigned int  _arg)
virtual

Helper functions Set the covariance K neighborhood. For a given point the closest K points are used to construct the corresponding covariance reflecting the local point set structure. Default = 5.

◆ SetEvaluationKNeighborhood()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::SetEvaluationKNeighborhood ( unsigned int  _arg)
virtual

Set the evaluation K neighborhood. To evaluate the the manifold parzen windows function, one could sum the value contributed by each Gaussian or to speed calculation, we could sum the value contributed by the nearest K Gaussians. Default = 50.

◆ SetInputPointSet()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::SetInputPointSet ( const InputPointSetType )
override

Set the input point set

◆ SetKernelSigma()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::SetKernelSigma ( RealType  _arg)
virtual

Set the kernel sigma. In constructing the covariance from k neighbors, a Gaussian is used to weight more strongly the closest neighbors. This defines that weighting Gaussian. Default = 1.0.

◆ SetNormalize()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::SetNormalize ( bool  _arg)
virtual

Normalize covariance by the sum of the weights of the nearest neighbors. Default = true.

◆ SetRegularizationSigma()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::SetRegularizationSigma ( RealType  _arg)
virtual

Set the regularization sigma. To avoid singular covariance matrices, a regularization sigma value is added to the diagonal. Default = 1.0.

◆ SetUseAnisotropicCovariances()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::SetUseAnisotropicCovariances ( bool  _arg)
virtual

Construct covariances using the local neighborhood point set structure. Otherwise, the Gaussian for each point is characterized by the value of m_RegularizationSigma. Default = true.

◆ UseAnisotropicCovariancesOff()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::UseAnisotropicCovariancesOff ( )
virtual

◆ UseAnisotropicCovariancesOn()

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::UseAnisotropicCovariancesOn ( )
virtual

Construct covariances using the local neighborhood point set structure. Otherwise, the Gaussian for each point is characterized by the value of m_RegularizationSigma. Default = true.

Member Data Documentation

◆ m_CovarianceKNeighborhood

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
unsigned int itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::m_CovarianceKNeighborhood { 5 }
private

Definition at line 193 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ m_EvaluationKNeighborhood

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
unsigned int itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::m_EvaluationKNeighborhood { 50 }
private

Definition at line 194 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ m_Gaussians

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
GaussianContainerType itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::m_Gaussians
private

Definition at line 198 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ m_KernelSigma

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
RealType itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::m_KernelSigma
private

Definition at line 196 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ m_MultiThreader

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
MultiThreaderBase::Pointer itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::m_MultiThreader
private

Definition at line 202 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ m_Normalize

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
bool itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::m_Normalize { true }
private

Definition at line 199 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ m_PointsLocator

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
PointsLocatorType::Pointer itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::m_PointsLocator
private

Definition at line 191 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ m_RegularizationSigma

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
RealType itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::m_RegularizationSigma
private

Definition at line 195 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ m_UseAnisotropicCovariances

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
bool itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::m_UseAnisotropicCovariances { true }
private

Definition at line 200 of file itkManifoldParzenWindowsPointSetFunction.h.

◆ PointDimension

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
constexpr unsigned int itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::PointDimension = TPointSet::PointDimension
staticconstexpr

Extract dimension from output image.

Definition at line 60 of file itkManifoldParzenWindowsPointSetFunction.h.


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