RTK  1.4.0
Reconstruction Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | Protected Attributes | Private Member Functions | List of all members
rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage > Class Template Reference

#include <rtkADMMTotalVariationConjugateGradientOperator.h>

+ Inheritance diagram for rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >:
+ Collaboration diagram for rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >:

Public Types

typedef BackProjectionFilterType::Pointer BackProjectionFilterPointer
 
typedef rtk::BackProjectionImageFilter< TOutputImage, TOutputImage > BackProjectionFilterType
 
typedef rtk::DisplacedDetectorImageFilter< TOutputImage > DisplacedDetectorFilterType
 
typedef rtk::BackwardDifferenceDivergenceImageFilter< TGradientOutputImage, TOutputImage > DivergenceFilterType
 
typedef ForwardProjectionFilterType::Pointer ForwardProjectionFilterPointer
 
typedef rtk::ForwardProjectionImageFilter< TOutputImage, TOutputImage > ForwardProjectionFilterType
 
typedef rtk::MultiplyByVectorImageFilter< TOutputImage > GatingWeightsFilterType
 
typedef ForwardDifferenceGradientImageFilter< TOutputImage, typename TOutputImage::ValueType, typename TOutputImage::ValueType, TGradientOutputImage > GradientFilterType
 
typedef itk::MultiplyImageFilter< TOutputImage > MultiplyFilterType
 
typedef itk::SmartPointer< SelfPointer
 
typedef ADMMTotalVariationConjugateGradientOperator Self
 
typedef itk::SubtractImageFilter< TOutputImage > SubtractFilterType
 
typedef ConjugateGradientOperator< TOutputImage > Superclass
 
- Public Types inherited from rtk::ConjugateGradientOperator< TOutputImage >
typedef itk::SmartPointer< SelfPointer
 
typedef ConjugateGradientOperator Self
 
typedef itk::ImageToImageFilter< TOutputImage, TOutputImage > Superclass
 

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother () const
 
virtual bool GetDisableDisplacedDetectorFilter ()
 
virtual const char * GetNameOfClass () const
 
void SetBackProjectionFilter (const BackProjectionFilterPointer _arg)
 
virtual void SetBeta (float _arg)
 
virtual void SetDisableDisplacedDetectorFilter (bool _arg)
 
void SetForwardProjectionFilter (const ForwardProjectionFilterPointer _arg)
 
void SetGatingWeights (std::vector< float > weights)
 
virtual void SetGeometry (ThreeDCircularProjectionGeometry *_arg)
 
- Public Member Functions inherited from rtk::ConjugateGradientOperator< TOutputImage >
virtual ::itk::LightObject::Pointer CreateAnother () const
 
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

 ADMMTotalVariationConjugateGradientOperator ()
 
void GenerateData () override
 
virtual ~ADMMTotalVariationConjugateGradientOperator () override
 
void VerifyInputInformation () override
 
void GenerateInputRequestedRegion () override
 
void GenerateOutputInformation () override
 
- Protected Member Functions inherited from rtk::ConjugateGradientOperator< TOutputImage >
 ConjugateGradientOperator ()
 
virtual ~ConjugateGradientOperator () override
 

Protected Attributes

BackProjectionFilterPointer m_BackProjectionFilter
 
float m_Beta
 
bool m_DisableDisplacedDetectorFilter
 
DisplacedDetectorFilterType::Pointer m_DisplacedDetectorFilter
 
DivergenceFilterType::Pointer m_DivergenceFilter
 
ForwardProjectionFilterPointer m_ForwardProjectionFilter
 
std::vector< float > m_GatingWeights
 
GatingWeightsFilterType::Pointer m_GatingWeightsFilter
 
ThreeDCircularProjectionGeometry::Pointer m_Geometry
 
GradientFilterType::Pointer m_GradientFilter
 
bool m_IsGated
 
MultiplyFilterType::Pointer m_MultiplyFilter
 
SubtractFilterType::Pointer m_SubtractFilter
 
MultiplyFilterType::Pointer m_ZeroMultiplyProjectionFilter
 
MultiplyFilterType::Pointer m_ZeroMultiplyVolumeFilter
 

Private Member Functions

 ADMMTotalVariationConjugateGradientOperator (const Self &)
 
void operator= (const Self &)
 

Detailed Description

template<typename TOutputImage, typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
class rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >

Implements the operator A used in the conjugate gradient step of ADMM reconstruction with total variation regularization.

This filter implements the operator A used in the conjugate gradient step of a reconstruction method based on compressed sensing. The method attempts to find the f that minimizes || sqrt(D) (Rf -p) ||_2^2 + alpha * TV(f), with R the forward projection operator, p the measured projections, D the displaced detector weighting matrix, and TV the total variation. Details on the method and the calculations can be found in

Mory, C., B. Zhang, V. Auvray, M. Grass, D. Schafer, F. Peyrin, S. Rit, P. Douek, and L. Boussel. “ECG-Gated C-Arm Computed Tomography Using L1 Regularization.” In Proceedings of the 20th European Signal Processing Conference (EUSIPCO), 2728–32, 2012.

This filter takes in input f and outputs R_t D R f - beta div(grad(f)).

dot_inline_dotgraph_2.png
Test:
rtkadmmtotalvariationtest.cxx
Author
Cyril Mory

Definition at line 105 of file rtkADMMTotalVariationConjugateGradientOperator.h.

Member Typedef Documentation

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef BackProjectionFilterType::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::BackProjectionFilterPointer
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef rtk::BackProjectionImageFilter< TOutputImage, TOutputImage > rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::BackProjectionFilterType
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef rtk::DisplacedDetectorImageFilter<TOutputImage> rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::DisplacedDetectorFilterType
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef rtk::BackwardDifferenceDivergenceImageFilter<TGradientOutputImage, TOutputImage> rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::DivergenceFilterType
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef ForwardProjectionFilterType::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::ForwardProjectionFilterPointer
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef rtk::ForwardProjectionImageFilter< TOutputImage, TOutputImage > rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::ForwardProjectionFilterType
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef rtk::MultiplyByVectorImageFilter<TOutputImage> rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::GatingWeightsFilterType
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef ForwardDifferenceGradientImageFilter<TOutputImage, typename TOutputImage::ValueType, typename TOutputImage::ValueType, TGradientOutputImage> rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::GradientFilterType
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef itk::MultiplyImageFilter<TOutputImage> rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::MultiplyFilterType
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef itk::SmartPointer< Self > rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::Pointer
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef ADMMTotalVariationConjugateGradientOperator rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::Self

Standard class typedefs.

Definition at line 109 of file rtkADMMTotalVariationConjugateGradientOperator.h.

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef itk::SubtractImageFilter<TOutputImage> rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::SubtractFilterType
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
typedef ConjugateGradientOperator< TOutputImage > rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::Superclass

Constructor & Destructor Documentation

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::ADMMTotalVariationConjugateGradientOperator ( )
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
virtual rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::~ADMMTotalVariationConjugateGradientOperator ( )
inlineoverrideprotectedvirtual
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::ADMMTotalVariationConjugateGradientOperator ( const Self )
private

Member Function Documentation

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
virtual::itk::LightObject::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::CreateAnother ( ) const
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::GenerateData ( )
overrideprotected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::GenerateInputRequestedRegion ( )
overrideprotected

The volume and the projections must have different requested regions

Referenced by rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::VerifyInputInformation().

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::GenerateOutputInformation ( )
overrideprotected

The volume and the projections must have different requested regions

Referenced by rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::VerifyInputInformation().

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
virtual bool rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::GetDisableDisplacedDetectorFilter ( )
virtual
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
virtual const char* rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::GetNameOfClass ( ) const
virtual

Run-time type information (and related methods).

Reimplemented from rtk::ConjugateGradientOperator< TOutputImage >.

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
static Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::New ( )
static

Method for creation through the object factory.

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::operator= ( const Self )
private
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::SetBackProjectionFilter ( const BackProjectionFilterPointer  _arg)

Set the backprojection filter

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
virtual void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::SetBeta ( float  _arg)
virtual

Set the regularization parameter

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
virtual void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::SetDisableDisplacedDetectorFilter ( bool  _arg)
virtual

Set / Get whether the displaced detector filter should be disabled

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::SetForwardProjectionFilter ( const ForwardProjectionFilterPointer  _arg)

Set the forward projection filter

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::SetGatingWeights ( std::vector< float >  weights)

In the case of a gated reconstruction, set the gating weights

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
virtual void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::SetGeometry ( ThreeDCircularProjectionGeometry _arg)
virtual

Pass the geometry to all filters needing it

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
void rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::VerifyInputInformation ( )
inlineoverrideprotected

Member Data Documentation

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
BackProjectionFilterPointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_BackProjectionFilter
protected

Member pointers to the filters used internally (for convenience)

Definition at line 163 of file rtkADMMTotalVariationConjugateGradientOperator.h.

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
float rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_Beta
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
bool rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_DisableDisplacedDetectorFilter
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
DisplacedDetectorFilterType::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_DisplacedDetectorFilter
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
DivergenceFilterType::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_DivergenceFilter
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
ForwardProjectionFilterPointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_ForwardProjectionFilter
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
std::vector<float> rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_GatingWeights
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
GatingWeightsFilterType::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_GatingWeightsFilter
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
ThreeDCircularProjectionGeometry::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_Geometry
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
GradientFilterType::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_GradientFilter
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
bool rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_IsGated
protected

Have gating weights been set ? If so, apply them, otherwise ignore the gating weights filter

Definition at line 181 of file rtkADMMTotalVariationConjugateGradientOperator.h.

template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
MultiplyFilterType::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_MultiplyFilter
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
SubtractFilterType::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_SubtractFilter
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
MultiplyFilterType::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_ZeroMultiplyProjectionFilter
protected
template<typename TOutputImage , typename TGradientOutputImage = itk::Image< itk::CovariantVector < typename TOutputImage::ValueType, TOutputImage::ImageDimension >, TOutputImage::ImageDimension >>
MultiplyFilterType::Pointer rtk::ADMMTotalVariationConjugateGradientOperator< TOutputImage, TGradientOutputImage >::m_ZeroMultiplyVolumeFilter
protected

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