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itk::MultiInputImageRandomCoordinateSampler< TInputImage > Class Template Reference

#include <itkMultiInputImageRandomCoordinateSampler.h>

Detailed Description

template<class TInputImage>
class itk::MultiInputImageRandomCoordinateSampler< TInputImage >

Samples an image by randomly composing a set of physical coordinates.

This image sampler generates not only samples that correspond with pixel locations, but selects points in physical space.

Definition at line 40 of file itkMultiInputImageRandomCoordinateSampler.h.

+ Inheritance diagram for itk::MultiInputImageRandomCoordinateSampler< TInputImage >:

Public Types

typedef SmartPointer< const Self > ConstPointer
 
typedef double CoordRepType
 
typedef Superclass::DataObjectPointer DataObjectPointer
 
typedef BSplineInterpolateImageFunction< InputImageType, CoordRepType, double > DefaultInterpolatorType
 
typedef Superclass::ImageSampleContainerType ImageSampleContainerType
 
typedef Superclass::ImageSampleType ImageSampleType
 
typedef Superclass::ImageSampleValueType ImageSampleValueType
 
typedef Superclass::InputImageConstPointer InputImageConstPointer
 
typedef Superclass::InputImageIndexType InputImageIndexType
 
typedef Superclass::InputImagePixelType InputImagePixelType
 
typedef Superclass::InputImagePointer InputImagePointer
 
typedef Superclass::InputImagePointType InputImagePointType
 
typedef Superclass::InputImagePointValueType InputImagePointValueType
 
typedef Superclass::InputImageRegionType InputImageRegionType
 
typedef Superclass::InputImageSizeType InputImageSizeType
 
typedef InputImageType::SpacingType InputImageSpacingType
 
typedef Superclass::InputImageType InputImageType
 
typedef InterpolatorType::Pointer InterpolatorPointer
 
typedef InterpolateImageFunction< InputImageType, CoordRepType > InterpolatorType
 
typedef Superclass::MaskType MaskType
 
typedef Superclass::OutputVectorContainerPointer OutputVectorContainerPointer
 
typedef Superclass::OutputVectorContainerType OutputVectorContainerType
 
typedef SmartPointer< Self > Pointer
 
typedef RandomGeneratorType::Pointer RandomGeneratorPointer
 
typedef itk::Statistics::MersenneTwisterRandomVariateGenerator RandomGeneratorType
 
typedef MultiInputImageRandomCoordinateSampler Self
 
typedef ImageRandomSamplerBase< TInputImage > Superclass
 
- Public Types inherited from itk::ImageRandomSamplerBase< TInputImage >
typedef SmartPointer< const Self > ConstPointer
 
typedef Superclass::DataObjectPointer DataObjectPointer
 
typedef Superclass::ImageSampleContainerPointer ImageSampleContainerPointer
 
typedef Superclass::ImageSampleContainerType ImageSampleContainerType
 
typedef Superclass::ImageSampleType ImageSampleType
 
typedef Superclass::InputImageConstPointer InputImageConstPointer
 
typedef Superclass::InputImagePixelType InputImagePixelType
 
typedef Superclass::InputImagePointer InputImagePointer
 
typedef Superclass::InputImageRegionType InputImageRegionType
 
typedef Superclass::InputImageType InputImageType
 
typedef Superclass::MaskType MaskType
 
typedef Superclass::OutputVectorContainerPointer OutputVectorContainerPointer
 
typedef Superclass::OutputVectorContainerType OutputVectorContainerType
 
typedef SmartPointer< Self > Pointer
 
typedef ImageRandomSamplerBase Self
 
typedef ImageSamplerBase< TInputImage > Superclass
 
- Public Types inherited from itk::ImageSamplerBase< TInputImage >
typedef SmartPointer< const Self > ConstPointer
 
typedef Superclass::DataObjectPointer DataObjectPointer
 
typedef ImageSampleContainerType::Pointer ImageSampleContainerPointer
 
typedef VectorDataContainer< unsigned long, ImageSampleType > ImageSampleContainerType
 
typedef ImageSample< InputImageType > ImageSampleType
 
typedef ImageSampleType::RealType ImageSampleValueType
 
typedef Superclass::InputImageConstPointer InputImageConstPointer
 
typedef InputImageType::IndexType InputImageIndexType
 
typedef Superclass::InputImagePixelType InputImagePixelType
 
typedef Superclass::InputImagePointer InputImagePointer
 
typedef InputImageType::PointType InputImagePointType
 
typedef InputImagePointType::ValueType InputImagePointValueType
 
typedef Superclass::InputImageRegionType InputImageRegionType
 
typedef std::vector< InputImageRegionType > InputImageRegionVectorType
 
typedef InputImageType::SizeType InputImageSizeType
 
typedef Superclass::InputImageType InputImageType
 
typedef MaskType::ConstPointer MaskConstPointer
 
typedef MaskType::Pointer MaskPointer
 
typedef SpatialObject< Self::InputImageDimension > MaskType
 
typedef std::vector< MaskConstPointer > MaskVectorType
 
typedef Superclass::OutputVectorContainerPointer OutputVectorContainerPointer
 
typedef Superclass::OutputVectorContainerType OutputVectorContainerType
 
typedef SmartPointer< Self > Pointer
 
typedef ImageSamplerBase Self
 
typedef ImageToVectorContainerFilter< TInputImage, VectorDataContainer< unsigned long, ImageSample< TInputImage > > > Superclass
 
- Public Types inherited from itk::ImageToVectorContainerFilter< TInputImage, VectorDataContainer< unsigned long, ImageSample< TInputImage > > >
typedef SmartPointer< const Self > ConstPointer
 
typedef Superclass::DataObjectPointer DataObjectPointer
 
typedef InputImageType::ConstPointer InputImageConstPointer
 
typedef InputImageType::PixelType InputImagePixelType
 
typedef InputImageType::Pointer InputImagePointer
 
typedef InputImageType::RegionType InputImageRegionType
 
typedef TInputImage InputImageType
 
typedef Superclass::OutputVectorContainerPointer OutputVectorContainerPointer
 
typedef Superclass::OutputVectorContainerType OutputVectorContainerType
 
typedef SmartPointer< Self > Pointer
 
typedef ImageToVectorContainerFilter Self
 
typedef VectorContainerSource< VectorDataContainer< unsigned long, ImageSample< TInputImage > > > Superclass
 
- Public Types inherited from itk::VectorContainerSource< VectorDataContainer< unsigned long, ImageSample< TInputImage > > >
typedef SmartPointer< const Self > ConstPointer
 
typedef Superclass::DataObjectPointer DataObjectPointer
 
typedef OutputVectorContainerType::Pointer OutputVectorContainerPointer
 
typedef VectorDataContainer< unsigned long, ImageSample< TInputImage > > OutputVectorContainerType
 
typedef SmartPointer< Self > Pointer
 
typedef VectorContainerSource Self
 
typedef ProcessObject Superclass
 

Public Member Functions

virtual const char * GetClassName () const
 
virtual InterpolatorType * GetInterpolator ()
 
virtual const InputImageSpacingType & GetSampleRegionSize ()
 
virtual bool GetUseRandomSampleRegion () const
 
 itkStaticConstMacro (InputImageDimension, unsigned int, Superclass::InputImageDimension)
 
virtual void SetInterpolator (InterpolatorType *_arg)
 
virtual void SetSampleRegionSize (InputImageSpacingType _arg)
 
virtual void SetUseRandomSampleRegion (bool _arg)
 
- Public Member Functions inherited from itk::ImageRandomSamplerBase< TInputImage >
 itkStaticConstMacro (InputImageDimension, unsigned int, Superclass::InputImageDimension)
 
virtual void SetNumberOfSamples (unsigned long _arg)
 
- Public Member Functions inherited from itk::ImageSamplerBase< TInputImage >
virtual const InputImageRegionType & GetCroppedInputImageRegion ()
 
virtual const InputImageRegionType & GetInputImageRegion (unsigned int pos) const
 
virtual const InputImageRegionType & GetInputImageRegion (void) const
 
virtual const MaskType * GetMask (unsigned int pos) const
 
virtual const MaskType * GetMask (void) const
 
virtual unsigned int GetNumberOfInputImageRegions () const
 
virtual unsigned int GetNumberOfMasks () const
 
virtual unsigned long GetNumberOfSamples () const
 
 itkStaticConstMacro (InputImageDimension, unsigned int, InputImageType::ImageDimension)
 
virtual bool SelectingNewSamplesOnUpdateSupported (void) const
 
virtual bool SelectNewSamplesOnUpdate (void)
 
virtual void SetInputImageRegion (const InputImageRegionType _arg)
 
virtual void SetInputImageRegion (const InputImageRegionType _arg, unsigned int pos)
 
virtual void SetMask (const MaskType *_arg)
 
virtual void SetMask (const MaskType *_arg, unsigned int pos)
 
virtual void SetNumberOfInputImageRegions (const unsigned int _arg)
 
virtual void SetNumberOfMasks (const unsigned int _arg)
 
virtual void SetUseMultiThread (bool _arg)
 
- Public Member Functions inherited from itk::ImageToVectorContainerFilter< TInputImage, VectorDataContainer< unsigned long, ImageSample< TInputImage > > >
virtual const char * GetClassName () const
 
const InputImageType * GetInput (unsigned int idx)
 
const InputImageType * GetInput (void)
 
OutputVectorContainerType * GetOutput (void)
 
DataObject::Pointer MakeOutput (unsigned int idx)
 
void SetInput (const InputImageType *input)
 
void SetInput (unsigned int idx, const InputImageType *input)
 
virtual unsigned int SplitRequestedRegion (const ThreadIdType &threadId, const ThreadIdType &numberOfSplits, InputImageRegionType &splitRegion)
 
virtual void ThreadedGenerateData (const InputImageRegionType &inputRegionForThread, ThreadIdType threadId)
 
- Public Member Functions inherited from itk::VectorContainerSource< VectorDataContainer< unsigned long, ImageSample< TInputImage > > >
OutputVectorContainerType * GetOutput (unsigned int idx)
 
OutputVectorContainerType * GetOutput (void)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
virtual void GraftOutput (DataObject *output)
 

Static Public Member Functions

static Pointer New ()
 
- Static Public Member Functions inherited from itk::ImageRandomSamplerBase< TInputImage >
static Pointer New ()
 
- Static Public Member Functions inherited from itk::ImageSamplerBase< TInputImage >
static Pointer New ()
 
- Static Public Member Functions inherited from itk::ImageToVectorContainerFilter< TInputImage, VectorDataContainer< unsigned long, ImageSample< TInputImage > > >
static Pointer New ()
 
static ITK_THREAD_RETURN_TYPE ThreaderCallback (void *arg)
 
- Static Public Member Functions inherited from itk::VectorContainerSource< VectorDataContainer< unsigned long, ImageSample< TInputImage > > >
static Pointer New ()
 

Protected Types

typedef InterpolatorType::ContinuousIndexType InputImageContinuousIndexType
 

Protected Member Functions

virtual void GenerateData (void)
 
virtual void GenerateRandomCoordinate (const InputImageContinuousIndexType &smallestContIndex, const InputImageContinuousIndexType &largestContIndex, InputImageContinuousIndexType &randomContIndex)
 
virtual void GenerateSampleRegion (InputImageContinuousIndexType &smallestContIndex, InputImageContinuousIndexType &largestContIndex)
 
 MultiInputImageRandomCoordinateSampler ()
 
void PrintSelf (std::ostream &os, Indent indent) const
 
virtual ~MultiInputImageRandomCoordinateSampler ()
 
- Protected Member Functions inherited from itk::ImageRandomSamplerBase< TInputImage >
virtual void BeforeThreadedGenerateData (void)
 
 ImageRandomSamplerBase ()
 
void PrintSelf (std::ostream &os, Indent indent) const
 
virtual ~ImageRandomSamplerBase ()
 
- Protected Member Functions inherited from itk::ImageSamplerBase< TInputImage >
virtual void AfterThreadedGenerateData (void)
 
virtual bool CheckInputImageRegions (void)
 
void CropInputImageRegion (void)
 
virtual void GenerateInputRequestedRegion (void)
 
 ImageSamplerBase ()
 
virtual bool IsInsideAllMasks (const InputImagePointType &point) const
 
void PrintSelf (std::ostream &os, Indent indent) const
 
virtual void UpdateAllMasks (void)
 
virtual ~ImageSamplerBase ()
 
- Protected Member Functions inherited from itk::ImageToVectorContainerFilter< TInputImage, VectorDataContainer< unsigned long, ImageSample< TInputImage > > >
 ImageToVectorContainerFilter ()
 
void PrintSelf (std::ostream &os, Indent indent) const
 
virtual ~ImageToVectorContainerFilter ()
 
- Protected Member Functions inherited from itk::VectorContainerSource< VectorDataContainer< unsigned long, ImageSample< TInputImage > > >
void PrintSelf (std::ostream &os, Indent indent) const
 
 VectorContainerSource ()
 
virtual ~VectorContainerSource ()
 

Protected Attributes

InterpolatorPointer m_Interpolator
 
RandomGeneratorPointer m_RandomGenerator
 
InputImageSpacingType m_SampleRegionSize
 
- Protected Attributes inherited from itk::ImageRandomSamplerBase< TInputImage >
std::vector< double > m_RandomNumberList
 
- Protected Attributes inherited from itk::ImageSamplerBase< TInputImage >
unsigned long m_NumberOfSamples
 
std::vector< ImageSampleContainerPointer > m_ThreaderSampleContainer
 
bool m_UseMultiThread
 

Private Member Functions

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

Private Attributes

bool m_UseRandomSampleRegion
 

Member Typedef Documentation

◆ ConstPointer

template<class TInputImage >
typedef SmartPointer< const Self > itk::MultiInputImageRandomCoordinateSampler< TInputImage >::ConstPointer

Definition at line 49 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ CoordRepType

template<class TInputImage >
typedef double itk::MultiInputImageRandomCoordinateSampler< TInputImage >::CoordRepType

This image sampler samples the image on physical coordinates and thus needs an interpolator.

Definition at line 83 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ DataObjectPointer

Typedefs inherited from the superclass.

Definition at line 58 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ DefaultInterpolatorType

template<class TInputImage >
typedef BSplineInterpolateImageFunction< InputImageType, CoordRepType, double > itk::MultiInputImageRandomCoordinateSampler< TInputImage >::DefaultInterpolatorType

Definition at line 86 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ ImageSampleContainerType

Definition at line 67 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ ImageSampleType

template<class TInputImage >
typedef Superclass::ImageSampleType itk::MultiInputImageRandomCoordinateSampler< TInputImage >::ImageSampleType

Definition at line 66 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ ImageSampleValueType

Definition at line 74 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImageConstPointer

Definition at line 63 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImageContinuousIndexType

template<class TInputImage >
typedef InterpolatorType::ContinuousIndexType itk::MultiInputImageRandomCoordinateSampler< TInputImage >::InputImageContinuousIndexType
protected

Definition at line 109 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImageIndexType

Definition at line 71 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImagePixelType

Definition at line 65 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImagePointer

Definition at line 62 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImagePointType

Definition at line 72 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImagePointValueType

Definition at line 73 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImageRegionType

Definition at line 64 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImageSizeType

Definition at line 69 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImageSpacingType

template<class TInputImage >
typedef InputImageType::SpacingType itk::MultiInputImageRandomCoordinateSampler< TInputImage >::InputImageSpacingType

Definition at line 70 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InputImageType

template<class TInputImage >
typedef Superclass::InputImageType itk::MultiInputImageRandomCoordinateSampler< TInputImage >::InputImageType

Definition at line 61 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InterpolatorPointer

template<class TInputImage >
typedef InterpolatorType::Pointer itk::MultiInputImageRandomCoordinateSampler< TInputImage >::InterpolatorPointer

Definition at line 85 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ InterpolatorType

template<class TInputImage >
typedef InterpolateImageFunction< InputImageType, CoordRepType > itk::MultiInputImageRandomCoordinateSampler< TInputImage >::InterpolatorType

Definition at line 84 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ MaskType

template<class TInputImage >
typedef Superclass::MaskType itk::MultiInputImageRandomCoordinateSampler< TInputImage >::MaskType

Definition at line 68 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ OutputVectorContainerPointer

Definition at line 60 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ OutputVectorContainerType

Definition at line 59 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ Pointer

template<class TInputImage >
typedef SmartPointer< Self > itk::MultiInputImageRandomCoordinateSampler< TInputImage >::Pointer

Definition at line 48 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ RandomGeneratorPointer

template<class TInputImage >
typedef RandomGeneratorType::Pointer itk::MultiInputImageRandomCoordinateSampler< TInputImage >::RandomGeneratorPointer

Definition at line 90 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ RandomGeneratorType

template<class TInputImage >
typedef itk::Statistics::MersenneTwisterRandomVariateGenerator itk::MultiInputImageRandomCoordinateSampler< TInputImage >::RandomGeneratorType

The random number generator used to generate random coordinates.

Definition at line 89 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ Self

template<class TInputImage >
typedef MultiInputImageRandomCoordinateSampler itk::MultiInputImageRandomCoordinateSampler< TInputImage >::Self

Standard ITK-stuff.

Definition at line 46 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ Superclass

template<class TInputImage >
typedef ImageRandomSamplerBase< TInputImage > itk::MultiInputImageRandomCoordinateSampler< TInputImage >::Superclass

Definition at line 47 of file itkMultiInputImageRandomCoordinateSampler.h.

Constructor & Destructor Documentation

◆ MultiInputImageRandomCoordinateSampler() [1/2]

template<class TInputImage >
itk::MultiInputImageRandomCoordinateSampler< TInputImage >::MultiInputImageRandomCoordinateSampler ( )
protected

The constructor.

◆ ~MultiInputImageRandomCoordinateSampler()

template<class TInputImage >
virtual itk::MultiInputImageRandomCoordinateSampler< TInputImage >::~MultiInputImageRandomCoordinateSampler ( )
inlineprotectedvirtual

The destructor.

Definition at line 115 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ MultiInputImageRandomCoordinateSampler() [2/2]

template<class TInputImage >
itk::MultiInputImageRandomCoordinateSampler< TInputImage >::MultiInputImageRandomCoordinateSampler ( const Self &  )
private

The private constructor.

Member Function Documentation

◆ GenerateData()

template<class TInputImage >
virtual void itk::MultiInputImageRandomCoordinateSampler< TInputImage >::GenerateData ( void  )
protectedvirtual

◆ GenerateRandomCoordinate()

template<class TInputImage >
virtual void itk::MultiInputImageRandomCoordinateSampler< TInputImage >::GenerateRandomCoordinate ( const InputImageContinuousIndexType &  smallestContIndex,
const InputImageContinuousIndexType &  largestContIndex,
InputImageContinuousIndexType &  randomContIndex 
)
protectedvirtual

Generate a point randomly in a bounding box. This method can be overwritten in subclasses if a different distribution is desired.

◆ GenerateSampleRegion()

template<class TInputImage >
virtual void itk::MultiInputImageRandomCoordinateSampler< TInputImage >::GenerateSampleRegion ( InputImageContinuousIndexType &  smallestContIndex,
InputImageContinuousIndexType &  largestContIndex 
)
protectedvirtual

Generate the two corners of a sampling region.

◆ GetClassName()

template<class TInputImage >
virtual const char* itk::MultiInputImageRandomCoordinateSampler< TInputImage >::GetClassName ( ) const
virtual

Run-time type information (and related methods).

Reimplemented from itk::ImageRandomSamplerBase< TInputImage >.

◆ GetInterpolator()

template<class TInputImage >
virtual InterpolatorType* itk::MultiInputImageRandomCoordinateSampler< TInputImage >::GetInterpolator ( )
virtual

◆ GetSampleRegionSize()

template<class TInputImage >
virtual const InputImageSpacingType& itk::MultiInputImageRandomCoordinateSampler< TInputImage >::GetSampleRegionSize ( )
virtual

◆ GetUseRandomSampleRegion()

template<class TInputImage >
virtual bool itk::MultiInputImageRandomCoordinateSampler< TInputImage >::GetUseRandomSampleRegion ( ) const
virtual

Set/Get whether to use randomly selected sample regions, or just the whole image Default: false.

◆ itkStaticConstMacro()

template<class TInputImage >
itk::MultiInputImageRandomCoordinateSampler< TInputImage >::itkStaticConstMacro ( InputImageDimension  ,
unsigned int  ,
Superclass::InputImageDimension   
)

The input image dimension.

◆ New()

template<class TInputImage >
static Pointer itk::MultiInputImageRandomCoordinateSampler< TInputImage >::New ( )
static

Method for creation through the object factory.

◆ operator=()

template<class TInputImage >
void itk::MultiInputImageRandomCoordinateSampler< TInputImage >::operator= ( const Self &  )
private

The private copy constructor.

◆ PrintSelf()

template<class TInputImage >
void itk::MultiInputImageRandomCoordinateSampler< TInputImage >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
protected

PrintSelf.

◆ SetInterpolator()

template<class TInputImage >
virtual void itk::MultiInputImageRandomCoordinateSampler< TInputImage >::SetInterpolator ( InterpolatorType *  _arg)
virtual

Set/Get the interpolator. A 3rd order B-spline interpolator is used by default.

◆ SetSampleRegionSize()

template<class TInputImage >
virtual void itk::MultiInputImageRandomCoordinateSampler< TInputImage >::SetSampleRegionSize ( InputImageSpacingType  _arg)
virtual

Set/Get the sample region size (in mm). Only needed when UseRandomSampleRegion==true; default: filled with ones.

◆ SetUseRandomSampleRegion()

template<class TInputImage >
virtual void itk::MultiInputImageRandomCoordinateSampler< TInputImage >::SetUseRandomSampleRegion ( bool  _arg)
virtual

Field Documentation

◆ m_Interpolator

template<class TInputImage >
InterpolatorPointer itk::MultiInputImageRandomCoordinateSampler< TInputImage >::m_Interpolator
protected

Definition at line 130 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ m_RandomGenerator

template<class TInputImage >
RandomGeneratorPointer itk::MultiInputImageRandomCoordinateSampler< TInputImage >::m_RandomGenerator
protected

Definition at line 131 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ m_SampleRegionSize

template<class TInputImage >
InputImageSpacingType itk::MultiInputImageRandomCoordinateSampler< TInputImage >::m_SampleRegionSize
protected

Definition at line 132 of file itkMultiInputImageRandomCoordinateSampler.h.

◆ m_UseRandomSampleRegion

template<class TInputImage >
bool itk::MultiInputImageRandomCoordinateSampler< TInputImage >::m_UseRandomSampleRegion
private

Definition at line 146 of file itkMultiInputImageRandomCoordinateSampler.h.



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