#include <rtkReconstructionConjugateGradientOperator.h>

Inheritance diagram for rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >:

Collaboration diagram for rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >:

Public Types
using	AddFilterType = itk::AddImageFilter< TOutputImage >

using	BackProjectionFilterPointer = typename BackProjectionFilterType::Pointer

using	BackProjectionFilterType = rtk::BackProjectionImageFilter< TOutputImage, TOutputImage >

using	ConstantSourceType = rtk::ConstantImageSource< TOutputImage >

using	ForwardProjectionFilterPointer = typename ForwardProjectionFilterType::Pointer

using	ForwardProjectionFilterType = rtk::ForwardProjectionImageFilter< TOutputImage, TOutputImage >

using	GradientImageType = itk::Image< itk::CovariantVector< typename TOutputImage::PixelType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >

using	MatrixVectorMultiplyFilterType = rtk::BlockDiagonalMatrixVectorMultiplyImageFilter< TOutputImage, TWeightsImage >

using	MultiplyFilterType = itk::MultiplyImageFilter< TOutputImage, TSingleComponentImage >

typedef std::conditional< std::is_same< TSingleComponentImage, TOutputImage >::value, PlainMultiplyFilterType, MatrixVectorMultiplyFilterType >::type	MultiplyWithWeightsFilterType

using	OutputImagePointer = typename TOutputImage::Pointer

using	PlainMultiplyFilterType = itk::MultiplyImageFilter< TOutputImage, TOutputImage, TOutputImage >

using	Pointer = itk::SmartPointer< Self >

using	Self = ReconstructionConjugateGradientOperator

using	Superclass = ConjugateGradientOperator< TOutputImage >

Public Types inherited from rtk::ConjugateGradientOperator< TOutputImage >
using	Pointer = itk::SmartPointer< Self >

using	Self = ConjugateGradientOperator

using	Superclass = itk::ImageToImageFilter< TOutputImage, TOutputImage >

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

const char *	GetNameOfClass () const override

void	SetBackProjectionFilter (BackProjectionFilterType *_arg)

void	SetForwardProjectionFilter (ForwardProjectionFilterType *_arg)

virtual void	SetGeometry (const ThreeDCircularProjectionGeometry *_arg)


void	SetInputVolume (const TOutputImage *vol)

void	SetInputProjectionStack (const TOutputImage *projs)

void	SetInputWeights (const TWeightsImage *weights)


void	SetSupportMask (const TSingleComponentImage *SupportMask)

TSingleComponentImage::ConstPointer	GetSupportMask ()


void	SetLocalRegularizationWeights (const TSingleComponentImage *localRegularizationWeights)

TSingleComponentImage::ConstPointer	GetLocalRegularizationWeights ()


virtual void	SetGamma (float _arg)

virtual float	GetGamma ()

virtual void	SetTikhonov (float _arg)

virtual float	GetTikhonov ()

Public Member Functions inherited from rtk::ConjugateGradientOperator< TOutputImage >
virtual ::itk::LightObject::Pointer	CreateAnother () const

const char *	GetNameOfClass () const override

virtual void	SetX (const TOutputImage *OutputImage)

Static Public Member Functions
static Pointer	New ()

Static Public Member Functions inherited from rtk::ConjugateGradientOperator< TOutputImage >
static Pointer	New ()

Protected Member Functions
template<typename ImageType >
std::enable_if< std::is_same< TSingleComponentImage, ImageType >::value, ImageType >::type::Pointer	ConnectGradientRegularization ()

template<typename ImageType >
std::enable_if<!std::is_same< TSingleComponentImage, ImageType >::value, ImageType >::type::Pointer	ConnectGradientRegularization ()

void	GenerateData () override

	ReconstructionConjugateGradientOperator ()

void	VerifyInputInformation () const override

void	VerifyPreconditions () const override

	~ReconstructionConjugateGradientOperator () override=default


void	GenerateInputRequestedRegion () override

void	GenerateOutputInformation () override


TOutputImage::ConstPointer	GetInputVolume ()

TOutputImage::ConstPointer	GetInputProjectionStack ()

TWeightsImage::ConstPointer	GetInputWeights ()

Protected Member Functions inherited from rtk::ConjugateGradientOperator< TOutputImage >
	ConjugateGradientOperator ()

	~ConjugateGradientOperator () override=default

Protected Attributes
AddFilterType::Pointer	m_AddLaplacianFilter

AddFilterType::Pointer	m_AddTikhonovFilter

BackProjectionFilterPointer	m_BackProjectionFilter

ConstantSourceType::Pointer	m_ConstantProjectionsSource

ConstantSourceType::Pointer	m_ConstantVolumeSource

TOutputImage::Pointer	m_FloatingInputPointer

TOutputImage::Pointer	m_FloatingOutputPointer

ForwardProjectionFilterPointer	m_ForwardProjectionFilter

float	m_Gamma { 0 }

rtk::ThreeDCircularProjectionGeometry::ConstPointer	m_Geometry { nullptr }

itk::ImageToImageFilter< TOutputImage, TOutputImage >::Pointer	m_LaplacianFilter

MultiplyFilterType::Pointer	m_MultiplyInputVolumeFilter

MultiplyFilterType::Pointer	m_MultiplyLaplacianFilter

MultiplyFilterType::Pointer	m_MultiplyOutputVolumeFilter

MultiplyFilterType::Pointer	m_MultiplyTikhonovFilter

MultiplyFilterType::Pointer	m_MultiplyTikhonovWeightsFilter

MultiplyWithWeightsFilterType::Pointer	m_MultiplyWithWeightsFilter

float	m_Tikhonov { 0 }

Detailed Description

template<typename TOutputImage, typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>
class rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >

Implements the operator A used in conjugate gradient reconstruction.

This filter implements the operator A used in the conjugate gradient reconstruction method, which attempts to find the f that minimizes || sqrt(D) (Rf -p) ||_2^2 + gamma || grad f ||_2^2 + Tikhonov || f ||_2^2, with R the forward projection operator, p the measured projections, and D the displaced detector weighting operator.

With gamma=0, this it is similar to the ART and SART methods. The difference lies in the algorithm employed to minimize this cost function. ART uses the Kaczmarz method (projects and back projects one ray at a time), SART the block-Kaczmarz method (projects and back projects one projection at a time), and ConjugateGradient a conjugate gradient method (projects and back projects all projections together).

This filter takes in input f and outputs R_t D R f + gamma Laplacian f + Tikhonov f

Test:: rtkconjugategradienttest.cxx

Author: Cyril Mory

Definition at line 118 of file rtkReconstructionConjugateGradientOperator.h.

Member Typedef Documentation

◆ AddFilterType

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::AddFilterType = itk::AddImageFilter<TOutputImage>

Definition at line 160 of file rtkReconstructionConjugateGradientOperator.h.

◆ BackProjectionFilterPointer

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::BackProjectionFilterPointer = typename BackProjectionFilterType::Pointer

Definition at line 153 of file rtkReconstructionConjugateGradientOperator.h.

◆ BackProjectionFilterType

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::BackProjectionFilterType = rtk::BackProjectionImageFilter<TOutputImage, TOutputImage>

Definition at line 152 of file rtkReconstructionConjugateGradientOperator.h.

◆ ConstantSourceType

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::ConstantSourceType = rtk::ConstantImageSource<TOutputImage>

Definition at line 158 of file rtkReconstructionConjugateGradientOperator.h.

◆ ForwardProjectionFilterPointer

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::ForwardProjectionFilterPointer = typename ForwardProjectionFilterType::Pointer

Definition at line 156 of file rtkReconstructionConjugateGradientOperator.h.

◆ ForwardProjectionFilterType

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::ForwardProjectionFilterType = rtk::ForwardProjectionImageFilter<TOutputImage, TOutputImage>

Definition at line 155 of file rtkReconstructionConjugateGradientOperator.h.

◆ GradientImageType

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GradientImageType = itk::Image<itk::CovariantVector<typename TOutputImage::PixelType, TOutputImage::ImageDimension>, TOutputImage::ImageDimension>

Definition at line 134 of file rtkReconstructionConjugateGradientOperator.h.

◆ MatrixVectorMultiplyFilterType

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::MatrixVectorMultiplyFilterType = rtk::BlockDiagonalMatrixVectorMultiplyImageFilter<TOutputImage, TWeightsImage>

Definition at line 165 of file rtkReconstructionConjugateGradientOperator.h.

◆ MultiplyFilterType

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::MultiplyFilterType = itk::MultiplyImageFilter<TOutputImage, TSingleComponentImage>

Definition at line 159 of file rtkReconstructionConjugateGradientOperator.h.

◆ MultiplyWithWeightsFilterType

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

typedef std::conditional<std::is_same<TSingleComponentImage, TOutputImage>::value, PlainMultiplyFilterType, MatrixVectorMultiplyFilterType>::type rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::MultiplyWithWeightsFilterType

Definition at line 169 of file rtkReconstructionConjugateGradientOperator.h.

◆ OutputImagePointer

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::OutputImagePointer = typename TOutputImage::Pointer

Definition at line 171 of file rtkReconstructionConjugateGradientOperator.h.

◆ PlainMultiplyFilterType

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::PlainMultiplyFilterType = itk::MultiplyImageFilter<TOutputImage, TOutputImage, TOutputImage>

Definition at line 166 of file rtkReconstructionConjugateGradientOperator.h.

◆ Pointer

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::Pointer = itk::SmartPointer<Self>

Definition at line 126 of file rtkReconstructionConjugateGradientOperator.h.

◆ Self

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::Self = ReconstructionConjugateGradientOperator

Standard class type alias.

Definition at line 124 of file rtkReconstructionConjugateGradientOperator.h.

◆ Superclass

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

using rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::Superclass = ConjugateGradientOperator<TOutputImage>

Definition at line 125 of file rtkReconstructionConjugateGradientOperator.h.

Constructor & Destructor Documentation

◆ ReconstructionConjugateGradientOperator()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::ReconstructionConjugateGradientOperator ( )

protected

◆ ~ReconstructionConjugateGradientOperator()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::~ReconstructionConjugateGradientOperator ( )

overrideprotecteddefault

Member Function Documentation

◆ ConnectGradientRegularization() [1/2]

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

template<typename ImageType >

std::enable_if<std::is_same<TSingleComponentImage, ImageType>::value, ImageType>::type::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::ConnectGradientRegularization ( )

protected

◆ ConnectGradientRegularization() [2/2]

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

template<typename ImageType >

std::enable_if<!std::is_same<TSingleComponentImage, ImageType>::value, ImageType>::type::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::ConnectGradientRegularization ( )

protected

◆ CreateAnother()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

virtual::itk::LightObject::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::CreateAnother ( ) const

virtual

Reimplemented from itk::Object.

◆ GenerateData()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GenerateData ( )

overrideprotectedvirtual

Does the real work.

Reimplemented from itk::ImageSource< typename TOutputImage >.

◆ GenerateInputRequestedRegion()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GenerateInputRequestedRegion ( )

overrideprotectedvirtual

The volume and the projections must have different requested regions

Reimplemented from itk::ProcessObject.

◆ GenerateOutputInformation()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GenerateOutputInformation ( )

overrideprotectedvirtual

The volume and the projections must have different requested regions

Reimplemented from itk::ProcessObject.

◆ GetGamma()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

virtual float rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GetGamma ( )

virtual

Perform laplacian-based and/or Tikhonov regularization during reconstruction (gamma is the strength of laplacian the regularization)

◆ GetInputProjectionStack()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

TOutputImage::ConstPointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GetInputProjectionStack ( )

protected

Getters for the inputs

◆ GetInputVolume()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

TOutputImage::ConstPointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GetInputVolume ( )

protected

Getters for the inputs

◆ GetInputWeights()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

TWeightsImage::ConstPointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GetInputWeights ( )

protected

Getters for the inputs

◆ GetLocalRegularizationWeights()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

TSingleComponentImage::ConstPointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GetLocalRegularizationWeights ( )

Set local regularization weights. The map should have the same information (size, spacing, origin etc.) as the reconstructed volume. The same map is used in Laplacian and Tikhonov regularization.

◆ GetNameOfClass()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

const char* rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GetNameOfClass ( ) const

overridevirtual

Run-time type information (and related methods).

Reimplemented from itk::ImageSource< typename TOutputImage >.

◆ GetSupportMask()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

TSingleComponentImage::ConstPointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GetSupportMask ( )

Set the support mask, if any, for support constraint in reconstruction

◆ GetTikhonov()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

virtual float rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::GetTikhonov ( )

virtual

Perform laplacian-based and/or Tikhonov regularization during reconstruction (gamma is the strength of laplacian the regularization)

◆ New()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

static Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::New ( )

static

Method for creation through the object factory.

◆ SetBackProjectionFilter()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::SetBackProjectionFilter ( BackProjectionFilterType * _arg )

Set the backprojection filter

◆ SetForwardProjectionFilter()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::SetForwardProjectionFilter ( ForwardProjectionFilterType * _arg )

Set the forward projection filter

◆ SetGamma()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

virtual void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::SetGamma ( float _arg )

virtual

Perform laplacian-based and/or Tikhonov regularization during reconstruction (gamma is the strength of laplacian the regularization)

◆ SetGeometry()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

virtual void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::SetGeometry ( const ThreeDCircularProjectionGeometry * _arg )

virtual

Set the geometry of both m_BackProjectionFilter and m_ForwardProjectionFilter

◆ SetInputProjectionStack()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::SetInputProjectionStack ( const TOutputImage * projs )

Setters for the inputs

◆ SetInputVolume()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::SetInputVolume ( const TOutputImage * vol )

Setters for the inputs

◆ SetInputWeights()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::SetInputWeights ( const TWeightsImage * weights )

Setters for the inputs

◆ SetLocalRegularizationWeights()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::SetLocalRegularizationWeights ( const TSingleComponentImage * localRegularizationWeights )

Set local regularization weights. The map should have the same information (size, spacing, origin etc.) as the reconstructed volume. The same map is used in Laplacian and Tikhonov regularization.

◆ SetSupportMask()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::SetSupportMask ( const TSingleComponentImage * SupportMask )

Set the support mask, if any, for support constraint in reconstruction

◆ SetTikhonov()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

virtual void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::SetTikhonov ( float _arg )

virtual

Perform laplacian-based and/or Tikhonov regularization during reconstruction (gamma is the strength of laplacian the regularization)

◆ VerifyInputInformation()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::VerifyInputInformation ( ) const

inlineoverrideprotectedvirtual

When the inputs have the same type, ITK checks whether they occupy the same physical space or not. Obviously they dont, so we have to remove this check

Reimplemented from itk::ProcessObject.

Definition at line 255 of file rtkReconstructionConjugateGradientOperator.h.

◆ VerifyPreconditions()

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

void rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::VerifyPreconditions ( ) const

overrideprotectedvirtual

Checks that inputs are correctly set.

Reimplemented from itk::ProcessObject.

Member Data Documentation

◆ m_AddLaplacianFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

AddFilterType::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_AddLaplacianFilter

protected

Definition at line 239 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_AddTikhonovFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

AddFilterType::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_AddTikhonovFilter

protected

Definition at line 240 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_BackProjectionFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

BackProjectionFilterPointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_BackProjectionFilter

protected

Member pointers to the filters used internally (for convenience)

Definition at line 229 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_ConstantProjectionsSource

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

ConstantSourceType::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_ConstantProjectionsSource

protected

Definition at line 232 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_ConstantVolumeSource

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

ConstantSourceType::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_ConstantVolumeSource

protected

Definition at line 233 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_FloatingInputPointer

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

TOutputImage::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_FloatingInputPointer

protected

Pointers to intermediate images, used to simplify complex branching

Definition at line 250 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_FloatingOutputPointer

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

TOutputImage::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_FloatingOutputPointer

protected

Definition at line 250 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_ForwardProjectionFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

ForwardProjectionFilterPointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_ForwardProjectionFilter

protected

Definition at line 230 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_Gamma

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

float rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_Gamma { 0 }

protected

Definition at line 246 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_Geometry

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

rtk::ThreeDCircularProjectionGeometry::ConstPointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_Geometry { nullptr }

protected

Member attributes

Definition at line 245 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_LaplacianFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

itk::ImageToImageFilter<TOutputImage, TOutputImage>::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_LaplacianFilter

protected

Definition at line 241 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_MultiplyInputVolumeFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

MultiplyFilterType::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_MultiplyInputVolumeFilter

protected

Definition at line 235 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_MultiplyLaplacianFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

MultiplyFilterType::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_MultiplyLaplacianFilter

protected

Definition at line 236 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_MultiplyOutputVolumeFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

MultiplyFilterType::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_MultiplyOutputVolumeFilter

protected

Definition at line 234 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_MultiplyTikhonovFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

MultiplyFilterType::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_MultiplyTikhonovFilter

protected

Definition at line 237 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_MultiplyTikhonovWeightsFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

MultiplyFilterType::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_MultiplyTikhonovWeightsFilter

protected

Definition at line 238 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_MultiplyWithWeightsFilter

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

MultiplyWithWeightsFilterType::Pointer rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_MultiplyWithWeightsFilter

protected

Definition at line 242 of file rtkReconstructionConjugateGradientOperator.h.

◆ m_Tikhonov

template<typename TOutputImage , typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>

float rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >::m_Tikhonov { 0 }

protected

Definition at line 247 of file rtkReconstructionConjugateGradientOperator.h.

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

rtkReconstructionConjugateGradientOperator.h

Public Types

Public Member Functions

Static Public Member Functions

Protected Member Functions

Protected Attributes

Detailed Description

template<typename TOutputImage, typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage> class rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >

Member Typedef Documentation

◆ AddFilterType

◆ BackProjectionFilterPointer

◆ BackProjectionFilterType

◆ ConstantSourceType

◆ ForwardProjectionFilterPointer

◆ ForwardProjectionFilterType

◆ GradientImageType

◆ MatrixVectorMultiplyFilterType

◆ MultiplyFilterType

◆ MultiplyWithWeightsFilterType

◆ OutputImagePointer

◆ PlainMultiplyFilterType

◆ Pointer

◆ Self

◆ Superclass

Constructor & Destructor Documentation

◆ ReconstructionConjugateGradientOperator()

◆ ~ReconstructionConjugateGradientOperator()

Member Function Documentation

◆ ConnectGradientRegularization() [1/2]

◆ ConnectGradientRegularization() [2/2]

◆ CreateAnother()

◆ GenerateData()

◆ GenerateInputRequestedRegion()

◆ GenerateOutputInformation()

◆ GetGamma()

◆ GetInputProjectionStack()

◆ GetInputVolume()

◆ GetInputWeights()

◆ GetLocalRegularizationWeights()

◆ GetNameOfClass()

◆ GetSupportMask()

◆ GetTikhonov()

◆ New()

◆ SetBackProjectionFilter()

◆ SetForwardProjectionFilter()

◆ SetGamma()

◆ SetGeometry()

◆ SetInputProjectionStack()

◆ SetInputVolume()

◆ SetInputWeights()

◆ SetLocalRegularizationWeights()

◆ SetSupportMask()

◆ SetTikhonov()

◆ VerifyInputInformation()

◆ VerifyPreconditions()

Member Data Documentation

◆ m_AddLaplacianFilter

◆ m_AddTikhonovFilter

◆ m_BackProjectionFilter

◆ m_ConstantProjectionsSource

◆ m_ConstantVolumeSource

◆ m_FloatingInputPointer

◆ m_FloatingOutputPointer

◆ m_ForwardProjectionFilter

◆ m_Gamma

◆ m_Geometry

◆ m_LaplacianFilter

◆ m_MultiplyInputVolumeFilter

◆ m_MultiplyLaplacianFilter

◆ m_MultiplyOutputVolumeFilter

◆ m_MultiplyTikhonovFilter

◆ m_MultiplyTikhonovWeightsFilter

◆ m_MultiplyWithWeightsFilter

◆ m_Tikhonov

template<typename TOutputImage, typename TSingleComponentImage = TOutputImage, typename TWeightsImage = TOutputImage>
class rtk::ReconstructionConjugateGradientOperator< TOutputImage, TSingleComponentImage, TWeightsImage >