#include <itkImageRandomSamplerSparseMask.h>

Detailed Description

template<class TInputImage>
class itk::ImageRandomSamplerSparseMask< TInputImage >

Samples randomly some voxels of an image.

This version takes into account that the mask may be very small. Also, it may be more efficient when very many different sample sets of the same input image are required, because it does some precomputation.

Definition at line 38 of file itkImageRandomSamplerSparseMask.h.

Inheritance diagram for itk::ImageRandomSamplerSparseMask< TInputImage >:

Public Types
using	ConstPointer = SmartPointer< const Self >

using	ImageSampleContainerPointer = typename ImageSampleContainerType::Pointer

using	ImageSampleContainerType = VectorDataContainer< std::vcl_size_t, ImageSampleType >

using	ImageSampleType = ImageSample< InputImageType >

using	InputImageIndexType = typename InputImageType::IndexType

using	InputImagePointType = typename InputImageType::PointType

using	MaskType = SpatialObject< Self::InputImageDimension >

using	Pointer = SmartPointer< Self >

using	RandomGeneratorPointer = typename RandomGeneratorType::Pointer

using	RandomGeneratorType = itk::Statistics::MersenneTwisterRandomVariateGenerator

using	Self = ImageRandomSamplerSparseMask

using	Superclass = ImageRandomSamplerBase< TInputImage >

Public Types inherited from itk::ImageRandomSamplerBase< TInputImage >
using	ConstPointer = SmartPointer< const Self >

using	ImageSampleContainerPointer = typename ImageSampleContainerType::Pointer

using	ImageSampleContainerType = VectorDataContainer< std::vcl_size_t, ImageSampleType >

using	ImageSampleType = ImageSample< InputImageType >

using	MaskType = SpatialObject< Self::InputImageDimension >

using	Pointer = SmartPointer< Self >

using	Self = ImageRandomSamplerBase

using	Superclass = ImageSamplerBase< TInputImage >

Public Types inherited from itk::ImageSamplerBase< TInputImage >
using	ConstPointer = SmartPointer< const Self >

using	ImageSampleContainerPointer = typename ImageSampleContainerType::Pointer

using	ImageSampleContainerType = VectorDataContainer< std::vcl_size_t, ImageSampleType >

using	ImageSampleType = ImageSample< InputImageType >

using	ImageSampleValueType = typename ImageSampleType::RealType

using	InputImageIndexType = typename InputImageType::IndexType

using	InputImagePointType = typename InputImageType::PointType

using	InputImagePointValueType = typename InputImagePointType::ValueType

using	InputImageRegionVectorType = std::vector< InputImageRegionType >

using	InputImageSizeType = typename InputImageType::SizeType

using	MaskConstPointer = typename MaskType::ConstPointer

using	MaskPointer = typename MaskType::Pointer

using	MaskType = SpatialObject< Self::InputImageDimension >

using	MaskVectorType = std::vector< MaskConstPointer >

using	Pointer = SmartPointer< Self >

using	Self = ImageSamplerBase

using	Superclass = ImageToVectorContainerFilter< TInputImage, VectorDataContainer< std::vcl_size_t, ImageSample< TInputImage > > >

Public Types inherited from itk::ImageToVectorContainerFilter< TInputImage, VectorDataContainer< std::vcl_size_t, ImageSample< TInputImage > > >
using	ConstPointer = SmartPointer< const Self >

using	InputImageConstPointer = typename InputImageType::ConstPointer

using	InputImagePixelType = typename InputImageType::PixelType

using	InputImagePointer = typename InputImageType::Pointer

using	InputImageRegionType = typename InputImageType::RegionType

using	InputImageType = TInputImage

using	OutputVectorContainerPointer = typename OutputVectorContainerType::Pointer

using	OutputVectorContainerType = VectorDataContainer< std::vcl_size_t, ImageSample< TInputImage > >

using	Pointer = SmartPointer< Self >

using	Self = ImageToVectorContainerFilter

using	Superclass = VectorContainerSource< VectorDataContainer< std::vcl_size_t, ImageSample< TInputImage > > >

Public Types inherited from itk::VectorContainerSource< TOutputVectorContainer >
using	ConstPointer = SmartPointer< const Self >

using	OutputVectorContainerPointer = typename OutputVectorContainerType::Pointer

using	OutputVectorContainerType = TOutputVectorContainer

using	Pointer = SmartPointer< Self >

using	Self = VectorContainerSource

using	Superclass = ProcessObject

Public Member Functions
virtual const char *	GetClassName () const

	ITK_DISALLOW_COPY_AND_MOVE (ImageRandomSamplerSparseMask)

	itkStaticConstMacro (InputImageDimension, unsigned int, Superclass::InputImageDimension)

Public Member Functions inherited from itk::ImageRandomSamplerBase< TInputImage >
	ITK_DISALLOW_COPY_AND_MOVE (ImageRandomSamplerBase)

	itkStaticConstMacro (InputImageDimension, unsigned int, Superclass::InputImageDimension)

Public Member Functions inherited from itk::ImageSamplerBase< TInputImage >
virtual const InputImageRegionType &	GetCroppedInputImageRegion ()

virtual const InputImageRegionType &	GetInputImageRegion () const

virtual const InputImageRegionType &	GetInputImageRegion (unsigned int pos) const

virtual const MaskType *	GetMask () const

virtual const MaskType *	GetMask (unsigned int pos) const

virtual unsigned int	GetNumberOfInputImageRegions () const

virtual unsigned int	GetNumberOfMasks () const

virtual unsigned long	GetNumberOfSamples () const

	ITK_DISALLOW_COPY_AND_MOVE (ImageSamplerBase)

	itkStaticConstMacro (InputImageDimension, unsigned int, InputImageType::ImageDimension)

virtual bool	SelectingNewSamplesOnUpdateSupported () const

virtual bool	SelectNewSamplesOnUpdate ()

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	SetNumberOfSamples (unsigned long _arg)

virtual void	SetUseMultiThread (bool _arg)

Public Member Functions inherited from itk::ImageToVectorContainerFilter< TInputImage, VectorDataContainer< std::vcl_size_t, ImageSample< TInputImage > > >
void	GenerateData () override

const InputImageType *	GetInput ()

const InputImageType *	GetInput (unsigned int idx)

OutputVectorContainerType *	GetOutput ()

	ITK_DISALLOW_COPY_AND_MOVE (ImageToVectorContainerFilter)

DataObject::Pointer	MakeOutput (unsigned int idx) override

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)

Public Member Functions inherited from itk::VectorContainerSource< TOutputVectorContainer >
OutputVectorContainerType *	GetOutput ()

OutputVectorContainerType *	GetOutput (unsigned int idx)

virtual void	GraftNthOutput (unsigned int idx, DataObject *output)

virtual void	GraftOutput (DataObject *output)

	ITK_DISALLOW_COPY_AND_MOVE (VectorContainerSource)

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< std::vcl_size_t, ImageSample< TInputImage > > >
static Pointer	New ()

static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION	ThreaderCallback (void *arg)

Static Public Member Functions inherited from itk::VectorContainerSource< TOutputVectorContainer >
static Pointer	New ()

Protected Types
using	InternalFullSamplerPointer = typename InternalFullSamplerType::Pointer

using	InternalFullSamplerType = itk::ImageFullSampler< InputImageType >

Protected Member Functions
void	BeforeThreadedGenerateData () override

void	GenerateData () override

	ImageRandomSamplerSparseMask ()=default

void	PrintSelf (std::ostream &os, Indent indent) const override

void	ThreadedGenerateData (const InputImageRegionType &inputRegionForThread, ThreadIdType threadId) override

	~ImageRandomSamplerSparseMask () override=default

Protected Member Functions inherited from itk::ImageRandomSamplerBase< TInputImage >
	ImageRandomSamplerBase ()

void	PrintSelf (std::ostream &os, Indent indent) const override

	~ImageRandomSamplerBase () override=default

Protected Member Functions inherited from itk::ImageSamplerBase< TInputImage >
void	AfterThreadedGenerateData () override

void	BeforeThreadedGenerateData () override

virtual bool	CheckInputImageRegions ()

void	CropInputImageRegion ()

void	GenerateInputRequestedRegion () override

	ImageSamplerBase ()=default

virtual bool	IsInsideAllMasks (const InputImagePointType &point) const

void	PrintSelf (std::ostream &os, Indent indent) const override

virtual void	UpdateAllMasks ()

	~ImageSamplerBase () override=default

Protected Member Functions inherited from itk::ImageToVectorContainerFilter< TInputImage, VectorDataContainer< std::vcl_size_t, ImageSample< TInputImage > > >
	ImageToVectorContainerFilter ()

void	PrintSelf (std::ostream &os, Indent indent) const override

	~ImageToVectorContainerFilter () override=default

Protected Member Functions inherited from itk::VectorContainerSource< TOutputVectorContainer >
void	PrintSelf (std::ostream &os, Indent indent) const override

	VectorContainerSource ()

	~VectorContainerSource () override=default

Protected Attributes
InternalFullSamplerPointer	m_InternalFullSampler { InternalFullSamplerType::New() }

RandomGeneratorPointer	m_RandomGenerator { RandomGeneratorType::GetInstance() }

Protected Attributes inherited from itk::ImageRandomSamplerBase< TInputImage >
std::vector< double >	m_RandomNumberList

Protected Attributes inherited from itk::ImageSamplerBase< TInputImage >
unsigned long	m_NumberOfSamples { 0 }

std::vector< ImageSampleContainerPointer >	m_ThreaderSampleContainer

bool	m_UseMultiThread { false }

Member Typedef Documentation

◆ ConstPointer

template<class TInputImage >

using itk::ImageRandomSamplerSparseMask< TInputImage >::ConstPointer = SmartPointer<const Self>

Definition at line 47 of file itkImageRandomSamplerSparseMask.h.

◆ ImageSampleContainerPointer

template<class TInputImage >

using itk::ImageSamplerBase< TInputImage >::ImageSampleContainerPointer = typename ImageSampleContainerType::Pointer

Definition at line 64 of file itkImageSamplerBase.h.

◆ ImageSampleContainerType

template<class TInputImage >

using itk::ImageSamplerBase< TInputImage >::ImageSampleContainerType = VectorDataContainer<std::vcl_size_t, ImageSampleType>

Definition at line 63 of file itkImageSamplerBase.h.

◆ ImageSampleType

template<class TInputImage >

using itk::ImageSamplerBase< TInputImage >::ImageSampleType = ImageSample<InputImageType>

Other typdefs.

Definition at line 62 of file itkImageSamplerBase.h.

◆ InputImageIndexType

template<class TInputImage >

using itk::ImageRandomSamplerSparseMask< TInputImage >::InputImageIndexType = typename InputImageType::IndexType

Other typdefs.

Definition at line 73 of file itkImageRandomSamplerSparseMask.h.

◆ InputImagePointType

template<class TInputImage >

using itk::ImageRandomSamplerSparseMask< TInputImage >::InputImagePointType = typename InputImageType::PointType

Definition at line 74 of file itkImageRandomSamplerSparseMask.h.

◆ InternalFullSamplerPointer

template<class TInputImage >

using itk::ImageRandomSamplerSparseMask< TInputImage >::InternalFullSamplerPointer = typename InternalFullSamplerType::Pointer

protected

Definition at line 82 of file itkImageRandomSamplerSparseMask.h.

◆ InternalFullSamplerType

template<class TInputImage >

using itk::ImageRandomSamplerSparseMask< TInputImage >::InternalFullSamplerType = itk::ImageFullSampler<InputImageType>

protected

Definition at line 81 of file itkImageRandomSamplerSparseMask.h.

◆ MaskType

template<class TInputImage >

using itk::ImageSamplerBase< TInputImage >::MaskType = SpatialObject<Self::InputImageDimension>

Definition at line 65 of file itkImageSamplerBase.h.

◆ Pointer

template<class TInputImage >

using itk::ImageRandomSamplerSparseMask< TInputImage >::Pointer = SmartPointer<Self>

Definition at line 46 of file itkImageRandomSamplerSparseMask.h.

◆ RandomGeneratorPointer

template<class TInputImage >

using itk::ImageRandomSamplerSparseMask< TInputImage >::RandomGeneratorPointer = typename RandomGeneratorType::Pointer

Definition at line 78 of file itkImageRandomSamplerSparseMask.h.

◆ RandomGeneratorType

template<class TInputImage >

using itk::ImageRandomSamplerSparseMask< TInputImage >::RandomGeneratorType = itk::Statistics::MersenneTwisterRandomVariateGenerator

The random number generator used to generate random indices.

Definition at line 77 of file itkImageRandomSamplerSparseMask.h.

◆ Self

template<class TInputImage >

using itk::ImageRandomSamplerSparseMask< TInputImage >::Self = ImageRandomSamplerSparseMask

Standard ITK-stuff.

Definition at line 44 of file itkImageRandomSamplerSparseMask.h.

◆ Superclass

template<class TInputImage >

using itk::ImageRandomSamplerSparseMask< TInputImage >::Superclass = ImageRandomSamplerBase<TInputImage>

Definition at line 45 of file itkImageRandomSamplerSparseMask.h.

Constructor & Destructor Documentation

◆ ImageRandomSamplerSparseMask()

template<class TInputImage >

itk::ImageRandomSamplerSparseMask< TInputImage >::ImageRandomSamplerSparseMask ( )

protecteddefault

The constructor.

◆ ~ImageRandomSamplerSparseMask()

template<class TInputImage >

itk::ImageRandomSamplerSparseMask< TInputImage >::~ImageRandomSamplerSparseMask ( )

overrideprotecteddefault

The destructor.

Member Function Documentation

◆ BeforeThreadedGenerateData()

template<class TInputImage >

void itk::ImageRandomSamplerSparseMask< TInputImage >::BeforeThreadedGenerateData ( )

overrideprotectedvirtual

Multi-threaded functionality that does the work.

Reimplemented from itk::ImageRandomSamplerBase< TInputImage >.

◆ GenerateData()

template<class TInputImage >

void itk::ImageRandomSamplerSparseMask< TInputImage >::GenerateData ( )

overrideprotected

Function that does the work.

◆ GetClassName()

template<class TInputImage >

virtual const char * itk::ImageRandomSamplerSparseMask< TInputImage >::GetClassName ( ) const

virtual

Run-time type information (and related methods).

Reimplemented from itk::ImageRandomSamplerBase< TInputImage >.

Reimplemented in elastix::RandomSamplerSparseMask< TElastix >.

◆ ITK_DISALLOW_COPY_AND_MOVE()

template<class TInputImage >

itk::ImageRandomSamplerSparseMask< TInputImage >::ITK_DISALLOW_COPY_AND_MOVE ( ImageRandomSamplerSparseMask< TInputImage > )

◆ itkStaticConstMacro()

template<class TInputImage >

itk::ImageRandomSamplerSparseMask< TInputImage >::itkStaticConstMacro	(	InputImageDimension	,
		unsigned int	,
		Superclass::InputImageDimension
	)

The input image dimension.

◆ New()

template<class TInputImage >

static Pointer itk::ImageRandomSamplerSparseMask< TInputImage >::New ( )

static

Method for creation through the object factory.

◆ PrintSelf()

template<class TInputImage >

void itk::ImageRandomSamplerSparseMask< TInputImage >::PrintSelf	(	std::ostream &	os,
		Indent	indent
	)		const

overrideprotected

PrintSelf.

◆ ThreadedGenerateData()

template<class TInputImage >

void itk::ImageRandomSamplerSparseMask< TInputImage >::ThreadedGenerateData	(	const InputImageRegionType &	inputRegionForThread,
		ThreadIdType	threadId
	)

overrideprotectedvirtual

Reimplemented from itk::ImageToVectorContainerFilter< TInputImage, VectorDataContainer< std::vcl_size_t, ImageSample< TInputImage > > >.

Field Documentation

◆ m_InternalFullSampler

template<class TInputImage >

InternalFullSamplerPointer itk::ImageRandomSamplerSparseMask< TInputImage >::m_InternalFullSampler { InternalFullSamplerType::New() }

protected

Definition at line 105 of file itkImageRandomSamplerSparseMask.h.

◆ m_RandomGenerator

template<class TInputImage >

RandomGeneratorPointer itk::ImageRandomSamplerSparseMask< TInputImage >::m_RandomGenerator { RandomGeneratorType::GetInstance() }

protected

Definition at line 104 of file itkImageRandomSamplerSparseMask.h.

Detailed Description

Public Types

Public Member Functions

Static Public Member Functions

Protected Types

Protected Member Functions

Protected Attributes

Member Typedef Documentation

◆ ConstPointer

◆ ImageSampleContainerPointer

◆ ImageSampleContainerType

◆ ImageSampleType

◆ InputImageIndexType

◆ InputImagePointType

◆ InternalFullSamplerPointer

◆ InternalFullSamplerType

◆ MaskType

◆ Pointer

◆ RandomGeneratorPointer

◆ RandomGeneratorType

◆ Self

◆ Superclass

Constructor & Destructor Documentation

◆ ImageRandomSamplerSparseMask()

◆ ~ImageRandomSamplerSparseMask()

Member Function Documentation

◆ BeforeThreadedGenerateData()

◆ GenerateData()

◆ GetClassName()

◆ ITK_DISALLOW_COPY_AND_MOVE()

◆ itkStaticConstMacro()

◆ New()

◆ PrintSelf()

◆ ThreadedGenerateData()

Field Documentation

◆ m_InternalFullSampler

◆ m_RandomGenerator