ITK  4.9.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Static Public Attributes | Protected Member Functions | Private 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 >:

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 SelfConstPointer
 
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< SelfPointer
 
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 SelfConstPointer
 
typedef TCoordRep CoordRepType
 
typedef
InputPointSetType::PixelType 
InputPixelType
 
typedef
InputPointSetType::ConstPointer 
InputPointSetConstPointer
 
typedef TPointSet InputPointSetType
 
typedef
InputPointSetType::PointType 
InputPointType
 
typedef TOutput OutputType
 
typedef SmartPointer< SelfPointer
 
typedef PointSetFunction Self
 
typedef FunctionBase< typename
TPointSet::PointType, TOutput > 
Superclass
 
- Public Types inherited from itk::FunctionBase< TPointSet::PointType, TOutput >
typedef SmartPointer< const SelfConstPointer
 
typedef TPointSet::PointType InputType
 
typedef TOutput OutputType
 
typedef SmartPointer< SelfPointer
 
typedef FunctionBase Self
 
typedef Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
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 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)
 
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 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
 
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 &) ITK_DELETE_FUNCTION
 
void operator= (const Self &) ITK_DELETE_FUNCTION
 

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
 

Member Typedef Documentation

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

Definition at line 52 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 72 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 83 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 81 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 82 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 80 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 79 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 60 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 61 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 76 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 71 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 51 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 67 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 66 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Point set typedef support.

Definition at line 64 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Typedef for points locator class to speed up finding neighboring points

Definition at line 75 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 65 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Other typedef

Definition at line 70 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 49 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 50 of file itkManifoldParzenWindowsPointSetFunction.h.

Constructor & Destructor Documentation

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::ManifoldParzenWindowsPointSetFunction ( )
protected
template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
virtual itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::~ManifoldParzenWindowsPointSetFunction ( )
protectedvirtual
template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::ManifoldParzenWindowsPointSetFunction ( const Self )
private

Member Function Documentation

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.

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

Evaluate function value at specified point

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

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.

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

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.

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

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.

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

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.

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.

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

template<typename TPointSet , typename TOutput = double, typename TCoordRep = double>
void itk::ManifoldParzenWindowsPointSetFunction< TPointSet, TOutput, TCoordRep >::operator= ( const Self )
private
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.

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.

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.

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

Set the input point set

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.

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.

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.

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.

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

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

Definition at line 191 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 192 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 196 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 194 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 197 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 189 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 193 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Definition at line 198 of file itkManifoldParzenWindowsPointSetFunction.h.

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

Extract dimension from output image.

Definition at line 58 of file itkManifoldParzenWindowsPointSetFunction.h.


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