ITK  5.4.0
Insight Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Static Public Attributes | Protected Member Functions | Private Attributes | List of all members
itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage > Class Template Reference

#include <itkPCAShapeSignedDistanceFunction.h>

Detailed Description

template<typename TCoordRep, unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
class itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >

Compute the signed distance from a N-dimensional PCA Shape.

This class computes the signed distance from a N-dimensional shape defined by: (1) a mean signed distance image \( M(x) \), (2) the first \( q \) principal components images \( P_i(x) \) and (3) a transform \( T(x) \) to define the pose (i.e. position or orientation of the shape).

A particular instance of the shape is defined by a set of parameters \( p \). The first \( q \) parameters defines the weights applied to each principal components and the remaining parameters is used to define the transform. The user should refer to the documentation of the particular Transform class being used. The first set of parameters are called the ShapeParameters and the remaining parameters the PoseParameters.

The method Evaluate( point x ) returns the approximate signed to the shape at point x such that:

\[ s = M(T(x)) + \sum_i^{q} p[i] * \sigma[i] * P_i(T(x)) \]

Where \(\sigma[i]\) are the square root of the eigenvalues. These are defined using method SetPrincipalComponentStandardDeviations().

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

See also
ShapeSignedDistanceFunction
Transform
Examples
Examples/Segmentation/GeodesicActiveContourShapePriorLevelSetImageFilter.cxx.

Definition at line 67 of file itkPCAShapeSignedDistanceFunction.h.

+ Inheritance diagram for itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >:
+ Collaboration diagram for itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >:

Public Types

using ConstPointer = SmartPointer< const Self >
 
using ExtrapolatorPointer = typename ExtrapolatorType::Pointer
 
using ExtrapolatorPointerVector = std::vector< ExtrapolatorPointer >
 
using ExtrapolatorType = ExtrapolateImageFunction< ImageType, CoordRepType >
 
using FunctionPointer = typename FunctionType::Pointer
 
using FunctionPointerVector = std::vector< FunctionPointer >
 
using FunctionType = ImageFunction< ImageType, double, CoordRepType >
 
using ImagePointer = typename ImageType::Pointer
 
using ImagePointerVector = std::vector< ImagePointer >
 
using ImageType = TImage
 
using InterpolatorPointer = typename InterpolatorType::Pointer
 
using InterpolatorPointerVector = std::vector< InterpolatorPointer >
 
using InterpolatorType = InterpolateImageFunction< ImageType, CoordRepType >
 
using Pointer = SmartPointer< Self >
 
using Self = PCAShapeSignedDistanceFunction
 
using Superclass = ShapeSignedDistanceFunction< TCoordRep, VSpaceDimension >
 
using TransformType = Transform< CoordRepType, Self::SpaceDimension, Self::SpaceDimension >
 
- Public Types inherited from itk::ShapeSignedDistanceFunction< TCoordRep, VSpaceDimension >
using ConstPointer = SmartPointer< const Self >
 
using CoordRepType = TCoordRep
 
using ParametersType = OptimizerParameters< double >
 
using Pointer = SmartPointer< Self >
 
using PointType = InputType
 
using Self = ShapeSignedDistanceFunction
 
using Superclass = SpatialFunction< double, VSpaceDimension, Point< TCoordRep, VSpaceDimension > >
 
- Public Types inherited from itk::SpatialFunction< double, VSpaceDimension, Point< TCoordRep, VSpaceDimension > >
using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = SpatialFunction
 
using Superclass = FunctionBase< Point< TCoordRep, VSpaceDimension >, double >
 
- Public Types inherited from itk::FunctionBase< Point< TCoordRep, VSpaceDimension >, double >
using ConstPointer = SmartPointer< const Self >
 
using InputType = Point< TCoordRep, VSpaceDimension >
 
using OutputType = double
 
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

OutputType Evaluate (const PointType &point) const override
 
unsigned int GetNumberOfPoseParameters () const override
 
virtual unsigned int GetNumberOfPrincipalComponents () const
 
unsigned int GetNumberOfShapeParameters () const override
 
void Initialize () override
 
 itkOverrideGetNameOfClassMacro (PCAShapeSignedDistanceFunction)
 
void SetNumberOfPrincipalComponents (unsigned int n)
 
void SetParameters (const ParametersType &) override
 
virtual void SetMeanImage (ImageType *_arg)
 
virtual ImageTypeGetModifiableMeanImage ()
 
void SetPrincipalComponentImages (ImagePointerVector v)
 
virtual void SetPrincipalComponentStandardDeviations (ParametersType _arg)
 
virtual ParametersType GetPrincipalComponentStandardDeviations () const
 
virtual void SetTransform (TransformType *_arg)
 
virtual TransformTypeGetModifiableTransform ()
 
- Public Member Functions inherited from itk::ShapeSignedDistanceFunction< TCoordRep, VSpaceDimension >
virtual unsigned int GetNumberOfParameters () const
 
virtual ParametersTypeGetParameters ()
 
 itkOverrideGetNameOfClassMacro (ShapeSignedDistanceFunction)
 
- Public Member Functions inherited from itk::SpatialFunction< double, VSpaceDimension, Point< TCoordRep, VSpaceDimension > >
 itkOverrideGetNameOfClassMacro (SpatialFunction)
 
- Public Member Functions inherited from itk::FunctionBase< Point< TCoordRep, VSpaceDimension >, double >
 itkOverrideGetNameOfClassMacro (FunctionBase)
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) 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
 
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
 
 itkOverrideGetNameOfClassMacro (Object)
 
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
Pointer Clone () const
 
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
 itkVirtualGetNameOfClassMacro (LightObject)
 
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 SpaceDimension = Superclass::SpaceDimension
 
- Static Public Attributes inherited from itk::ShapeSignedDistanceFunction< TCoordRep, VSpaceDimension >
static constexpr unsigned int SpaceDimension = VSpaceDimension
 
- Static Public Attributes inherited from itk::SpatialFunction< double, VSpaceDimension, Point< TCoordRep, VSpaceDimension > >
static constexpr unsigned int ImageDimension
 

Protected Member Functions

 PCAShapeSignedDistanceFunction ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
 ~PCAShapeSignedDistanceFunction () override=default
 
- Protected Member Functions inherited from itk::ShapeSignedDistanceFunction< TCoordRep, VSpaceDimension >
void PrintSelf (std::ostream &os, Indent indent) const override
 
 ShapeSignedDistanceFunction ()=default
 
 ~ShapeSignedDistanceFunction () override=default
 
- Protected Member Functions inherited from itk::SpatialFunction< double, VSpaceDimension, Point< TCoordRep, VSpaceDimension > >
void PrintSelf (std::ostream &os, Indent indent) const override
 
 SpatialFunction ()=default
 
 ~SpatialFunction () override=default
 
- Protected Member Functions inherited from itk::FunctionBase< Point< TCoordRep, VSpaceDimension >, double >
 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

ExtrapolatorPointerVector m_Extrapolators {}
 
InterpolatorPointerVector m_Interpolators {}
 
ImagePointer m_MeanImage {}
 
unsigned int m_NumberOfPrincipalComponents {}
 
unsigned int m_NumberOfTransformParameters {}
 
ImagePointerVector m_PrincipalComponentImages {}
 
ParametersType m_PrincipalComponentStandardDeviations {}
 
TransformType::Pointer m_Transform {}
 
ParametersType m_TransformParameters {}
 
ParametersType m_WeightOfPrincipalComponents {}
 

Additional Inherited Members

- Protected Attributes inherited from itk::ShapeSignedDistanceFunction< TCoordRep, VSpaceDimension >
ParametersType m_Parameters {}
 
- Protected Attributes inherited from itk::LightObject
std::atomic< int > m_ReferenceCount {}
 

Member Typedef Documentation

◆ ConstPointer

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::ConstPointer = SmartPointer<const Self>

Definition at line 78 of file itkPCAShapeSignedDistanceFunction.h.

◆ ExtrapolatorPointer

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::ExtrapolatorPointer = typename ExtrapolatorType::Pointer

Definition at line 119 of file itkPCAShapeSignedDistanceFunction.h.

◆ ExtrapolatorPointerVector

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::ExtrapolatorPointerVector = std::vector<ExtrapolatorPointer>

Definition at line 120 of file itkPCAShapeSignedDistanceFunction.h.

◆ ExtrapolatorType

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::ExtrapolatorType = ExtrapolateImageFunction<ImageType, CoordRepType>

extrapolator type alias support

Definition at line 118 of file itkPCAShapeSignedDistanceFunction.h.

◆ FunctionPointer

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::FunctionPointer = typename FunctionType::Pointer

Definition at line 124 of file itkPCAShapeSignedDistanceFunction.h.

◆ FunctionPointerVector

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::FunctionPointerVector = std::vector<FunctionPointer>

Definition at line 125 of file itkPCAShapeSignedDistanceFunction.h.

◆ FunctionType

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::FunctionType = ImageFunction<ImageType, double, CoordRepType>

function type alias support

Definition at line 123 of file itkPCAShapeSignedDistanceFunction.h.

◆ ImagePointer

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::ImagePointer = typename ImageType::Pointer

Definition at line 106 of file itkPCAShapeSignedDistanceFunction.h.

◆ ImagePointerVector

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::ImagePointerVector = std::vector<ImagePointer>

Definition at line 107 of file itkPCAShapeSignedDistanceFunction.h.

◆ ImageType

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::ImageType = TImage

Image type alias support

Definition at line 105 of file itkPCAShapeSignedDistanceFunction.h.

◆ InterpolatorPointer

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::InterpolatorPointer = typename InterpolatorType::Pointer

Definition at line 114 of file itkPCAShapeSignedDistanceFunction.h.

◆ InterpolatorPointerVector

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::InterpolatorPointerVector = std::vector<InterpolatorPointer>

Definition at line 115 of file itkPCAShapeSignedDistanceFunction.h.

◆ InterpolatorType

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::InterpolatorType = InterpolateImageFunction<ImageType, CoordRepType>

Interpolator type alias support

Definition at line 113 of file itkPCAShapeSignedDistanceFunction.h.

◆ Pointer

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::Pointer = SmartPointer<Self>

Definition at line 77 of file itkPCAShapeSignedDistanceFunction.h.

◆ Self

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::Self = PCAShapeSignedDistanceFunction

Standard class type aliases.

Definition at line 74 of file itkPCAShapeSignedDistanceFunction.h.

◆ Superclass

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::Superclass = ShapeSignedDistanceFunction<TCoordRep, VSpaceDimension>

Definition at line 75 of file itkPCAShapeSignedDistanceFunction.h.

◆ TransformType

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
using itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::TransformType = Transform<CoordRepType, Self::SpaceDimension, Self::SpaceDimension>

Transform type alias support

Definition at line 110 of file itkPCAShapeSignedDistanceFunction.h.

Constructor & Destructor Documentation

◆ PCAShapeSignedDistanceFunction()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::PCAShapeSignedDistanceFunction ( )
protected

◆ ~PCAShapeSignedDistanceFunction()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::~PCAShapeSignedDistanceFunction ( )
overrideprotecteddefault

Member Function Documentation

◆ Evaluate()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
OutputType itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::Evaluate ( const PointType point) const
overridevirtual

Evaluate the signed distance from a shape at a given position.

Implements itk::ShapeSignedDistanceFunction< TCoordRep, VSpaceDimension >.

◆ GetModifiableMeanImage()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
virtual ImageType* itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::GetModifiableMeanImage ( )
virtual

Set/Get the mean image.

◆ GetModifiableTransform()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
virtual TransformType* itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::GetModifiableTransform ( )
virtual

Set/Get transform.

◆ GetNumberOfPoseParameters()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
unsigned int itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::GetNumberOfPoseParameters ( ) const
inlineoverridevirtual

◆ GetNumberOfPrincipalComponents()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
virtual unsigned int itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::GetNumberOfPrincipalComponents ( ) const
virtual

◆ GetNumberOfShapeParameters()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
unsigned int itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::GetNumberOfShapeParameters ( ) const
inlineoverridevirtual

◆ GetPrincipalComponentStandardDeviations()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
virtual ParametersType itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::GetPrincipalComponentStandardDeviations ( ) const
virtual

Set/Get the principal component standard deviations. These values corresponds to the square root of the eigenvalues of the principal components.

◆ Initialize()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
void itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::Initialize ( )
overridevirtual

Initialize must be called before the first call of Evaluate() to allow the class to validate any inputs.

Reimplemented from itk::ShapeSignedDistanceFunction< TCoordRep, VSpaceDimension >.

◆ itkOverrideGetNameOfClassMacro()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::itkOverrideGetNameOfClassMacro ( PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >  )

Run-time type information (and related methods).

◆ New()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
static Pointer itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::New ( )
static

New macro for creation of through the object factory.

◆ PrintSelf()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
void itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::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.

◆ SetMeanImage()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
virtual void itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::SetMeanImage ( ImageType _arg)
virtual

Set/Get the mean image.

◆ SetNumberOfPrincipalComponents()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
void itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::SetNumberOfPrincipalComponents ( unsigned int  n)

Set/Get the number of principal components SetNumberOfPrincipalComponents must be called before SetParameters

◆ SetParameters()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
void itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::SetParameters ( const ParametersType )
overridevirtual

A PCAShape is defined by a set of shape and pose parameters.

Implements itk::ShapeSignedDistanceFunction< TCoordRep, VSpaceDimension >.

◆ SetPrincipalComponentImages()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
void itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::SetPrincipalComponentImages ( ImagePointerVector  v)
inline

Set/Get the principal component images.

Definition at line 141 of file itkPCAShapeSignedDistanceFunction.h.

◆ SetPrincipalComponentStandardDeviations()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
virtual void itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::SetPrincipalComponentStandardDeviations ( ParametersType  _arg)
virtual

Set/Get the principal component standard deviations. These values corresponds to the square root of the eigenvalues of the principal components.

◆ SetTransform()

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
virtual void itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::SetTransform ( TransformType _arg)
virtual

Set/Get transform.

Member Data Documentation

◆ m_Extrapolators

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
ExtrapolatorPointerVector itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::m_Extrapolators {}
private

Definition at line 204 of file itkPCAShapeSignedDistanceFunction.h.

◆ m_Interpolators

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
InterpolatorPointerVector itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::m_Interpolators {}
private

Definition at line 203 of file itkPCAShapeSignedDistanceFunction.h.

◆ m_MeanImage

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
ImagePointer itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::m_MeanImage {}
private

Definition at line 196 of file itkPCAShapeSignedDistanceFunction.h.

◆ m_NumberOfPrincipalComponents

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
unsigned int itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::m_NumberOfPrincipalComponents {}
private

intrinsic data members

Definition at line 193 of file itkPCAShapeSignedDistanceFunction.h.

◆ m_NumberOfTransformParameters

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
unsigned int itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::m_NumberOfTransformParameters {}
private

Definition at line 194 of file itkPCAShapeSignedDistanceFunction.h.

◆ m_PrincipalComponentImages

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
ImagePointerVector itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::m_PrincipalComponentImages {}
private

Definition at line 197 of file itkPCAShapeSignedDistanceFunction.h.

◆ m_PrincipalComponentStandardDeviations

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
ParametersType itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::m_PrincipalComponentStandardDeviations {}
private

Definition at line 198 of file itkPCAShapeSignedDistanceFunction.h.

◆ m_Transform

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
TransformType::Pointer itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::m_Transform {}
private

transform and interpolator/extrapolator for image interpolation

Definition at line 201 of file itkPCAShapeSignedDistanceFunction.h.

◆ m_TransformParameters

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
ParametersType itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::m_TransformParameters {}
private

Definition at line 208 of file itkPCAShapeSignedDistanceFunction.h.

◆ m_WeightOfPrincipalComponents

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
ParametersType itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::m_WeightOfPrincipalComponents {}
private

shape and pose parameters

Definition at line 207 of file itkPCAShapeSignedDistanceFunction.h.

◆ SpaceDimension

template<typename TCoordRep , unsigned int VSpaceDimension, typename TImage = Image<double, VSpaceDimension>>
constexpr unsigned int itk::PCAShapeSignedDistanceFunction< TCoordRep, VSpaceDimension, TImage >::SpaceDimension = Superclass::SpaceDimension
staticconstexpr

Dimension underlying input image.

Definition at line 87 of file itkPCAShapeSignedDistanceFunction.h.


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