#include <itkImageToListSampleAdaptor.h>

Detailed Description

template<typename TImage>
class itk::Statistics::ImageToListSampleAdaptor< TImage >

This class provides ListSample interface to ITK Image.

After calling SetImage( const Image * ) method to plug in the image object, users can use Sample interfaces to access Image data. The resulting data are a list of measurement vectors.

The measurement vector type is determined from the image pixel type. This class handles images with scalar, fixed array or variable length vector pixel types.

See also: Sample, ListSample

ITK Sphinx Examples:

All ITK Sphinx Examples

Create List Of Samples From Image Without Duplication

Examples: Examples/Statistics/ImageHistogram1.cxx, Examples/Statistics/ImageToListSampleAdaptor.cxx, Examples/Statistics/ScalarImageKmeansModelEstimator.cxx, SphinxExamples/src/Numerics/Statistics/CreateListOfSamplesFromImageWithoutDuplication/Code.cxx, and SphinxExamples/src/Segmentation/Classifiers/KMeansClusterOfPixelsInImage/Code.cxx.

Definition at line 54 of file itkImageToListSampleAdaptor.h.

Inheritance diagram for itk::Statistics::ImageToListSampleAdaptor< TImage >:

Collaboration diagram for itk::Statistics::ImageToListSampleAdaptor< TImage >:

Classes
class	ConstIterator

class	Iterator

Public Types
using	ConstPointer = SmartPointer< const Self >

using	ImageConstIteratorType = ImageRegionConstIterator< ImageType >

using	ImageConstPointer = typename ImageType::ConstPointer

using	ImageIteratorType = ImageRegionIterator< ImageType >

using	ImagePointer = typename ImageType::Pointer

using	ImageType = TImage

using	IndexType = typename ImageType::IndexType

using	MeasurementPixelTraitsType = MeasurementVectorPixelTraits< PixelType >

using	MeasurementType = typename MeasurementVectorTraitsType::ValueType

using	MeasurementVectorTraitsType = MeasurementVectorTraitsTypes< MeasurementVectorType >

using	MeasurementVectorType = typename MeasurementPixelTraitsType::MeasurementVectorType

using	PixelContainerConstPointer = typename ImageType::PixelContainerConstPointer

using	PixelTraitsType = PixelTraits< typename TImage::PixelType >

using	PixelType = typename ImageType::PixelType

using	Pointer = SmartPointer< Self >

using	Self = ImageToListSampleAdaptor

using	Superclass = ListSample< typename MeasurementVectorPixelTraits< typename TImage::PixelType >::MeasurementVectorType >

using	ValueType = MeasurementVectorType

Public Types inherited from itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >
using	ConstPointer = SmartPointer< const Self >

using	InternalDataContainerType = std::vector< MeasurementVectorType >

using	Pointer = SmartPointer< Self >

using	Self = ListSample

using	Superclass = Sample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >

using	ValueType = MeasurementVectorType

Public Types inherited from itk::Statistics::Sample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >
using	AbsoluteFrequencyType = MeasurementVectorTraits::AbsoluteFrequencyType

using	ConstPointer = SmartPointer< const Self >

using	InstanceIdentifier = typename MeasurementVectorTraits::InstanceIdentifier

using	MeasurementType = typename MeasurementVectorTraitsTypes< MeasurementVectorType >::ValueType

using	MeasurementVectorSizeType = unsigned int

using	MeasurementVectorType = MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType

using	Pointer = SmartPointer< Self >

using	Self = Sample

using	Superclass = DataObject

using	TotalAbsoluteFrequencyType = NumericTraits< AbsoluteFrequencyType >::AccumulateType

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

using	DataObjectIdentifierType = std::string

using	DataObjectPointerArraySizeType = std::vector< Pointer >::size_type

using	Pointer = SmartPointer< Self >

using	Self = DataObject

using	Superclass = Object

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

using	Pointer = SmartPointer< Self >

using	Self = Object

using	Superclass = LightObject

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

using	Pointer = SmartPointer< Self >

using	Self = LightObject

Public Member Functions
AbsoluteFrequencyType	GetFrequency (InstanceIdentifier id) const override

const TImage *	GetImage () const

const MeasurementVectorType &	GetMeasurementVector (InstanceIdentifier id) const override

MeasurementVectorSizeType	GetMeasurementVectorSize () const override

const char *	GetNameOfClass () const override

TotalAbsoluteFrequencyType	GetTotalFrequency () const override

void	SetImage (const TImage *image)

InstanceIdentifier	Size () const override


Iterator	Begin ()


Iterator	End ()


ConstIterator	Begin () const


ConstIterator	End () const

Public Member Functions inherited from itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >
Iterator	Begin ()

ConstIterator	Begin () const

void	Clear ()

Iterator	End ()

ConstIterator	End () const

AbsoluteFrequencyType	GetFrequency (InstanceIdentifier instanceId) const override

const MeasurementVectorType &	GetMeasurementVector (InstanceIdentifier instanceId) const override

const char *	GetNameOfClass () const override

TotalAbsoluteFrequencyType	GetTotalFrequency () const override

void	Graft (const DataObject *thatObject) override

void	PushBack (const MeasurementVectorType &mv)

void	Resize (InstanceIdentifier newsize)

void	SetMeasurement (InstanceIdentifier instanceId, unsigned int dim, const MeasurementType &value)

void	SetMeasurementVector (InstanceIdentifier instanceId, const MeasurementVectorType &mv)

InstanceIdentifier	Size () const override

Public Member Functions inherited from itk::Statistics::Sample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >
const char *	GetNameOfClass () const override

void	Graft (const DataObject *thatObject) override

virtual void	SetMeasurementVectorSize (MeasurementVectorSizeType s)

Public Member Functions inherited from itk::DataObject
virtual void	CopyInformation (const DataObject *)

virtual void	DataHasBeenGenerated ()

void	DisconnectPipeline ()

bool	GetDataReleased () const

virtual const bool &	GetReleaseDataFlag () const

SmartPointer< ProcessObject >	GetSource () const

DataObjectPointerArraySizeType	GetSourceOutputIndex () const

const DataObjectIdentifierType &	GetSourceOutputName () const

virtual ModifiedTimeType	GetUpdateMTime () const

virtual void	Initialize ()

virtual void	PrepareForNewData ()

virtual void	PropagateRequestedRegion ()

void	ReleaseData ()

virtual void	ReleaseDataFlagOn ()

virtual bool	RequestedRegionIsOutsideOfTheBufferedRegion ()

virtual void	ResetPipeline ()

void	SetReleaseDataFlag (bool flag)

virtual void	SetRequestedRegion (const DataObject *)

virtual void	SetRequestedRegionToLargestPossibleRegion ()

bool	ShouldIReleaseData () const

virtual void	Update ()

virtual void	UpdateOutputData ()

virtual void	UpdateOutputInformation ()

void	UpdateSource () const

virtual bool	VerifyRequestedRegion ()

void	SetPipelineMTime (ModifiedTimeType time)

virtual const ModifiedTimeType &	GetPipelineMTime () const

virtual void	SetRealTimeStamp (RealTimeStamp _arg)

virtual const RealTimeStamp &	GetRealTimeStamp () const

Public Member Functions inherited from itk::Object
unsigned long	AddObserver (const EventObject &event, Command *cmd) const

unsigned long	AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const

LightObject::Pointer	CreateAnother () const override

virtual void	DebugOff () const

virtual void	DebugOn () const

Command *	GetCommand (unsigned long tag)

bool	GetDebug () const

MetaDataDictionary &	GetMetaDataDictionary ()

const MetaDataDictionary &	GetMetaDataDictionary () const

virtual ModifiedTimeType	GetMTime () const

virtual const TimeStamp &	GetTimeStamp () const

bool	HasObserver (const EventObject &event) const

void	InvokeEvent (const EventObject &)

void	InvokeEvent (const EventObject &) const

virtual void	Modified () const

void	Register () const override

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag) const

void	SetDebug (bool debugFlag) const

void	SetReferenceCount (int) override

void	UnRegister () const noexcept override

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

void	SetMetaDataDictionary (MetaDataDictionary &&rrhs)

virtual void	SetObjectName (std::string _arg)

virtual const std::string &	GetObjectName () const

Public Member Functions inherited from itk::LightObject
Pointer	Clone () const

virtual void	Delete ()

virtual int	GetReferenceCount () const

void	Print (std::ostream &os, Indent indent=0) const

Static Public Member Functions
static Pointer	New ()

Static Public Member Functions inherited from itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >
static Pointer	New ()

Static Public Member Functions inherited from itk::DataObject
static bool	GetGlobalReleaseDataFlag ()

static void	GlobalReleaseDataFlagOff ()

static void	GlobalReleaseDataFlagOn ()

static Pointer	New ()

static void	SetGlobalReleaseDataFlag (bool val)

Static Public Member Functions inherited from itk::Object
static bool	GetGlobalWarningDisplay ()

static void	GlobalWarningDisplayOff ()

static void	GlobalWarningDisplayOn ()

static Pointer	New ()

static void	SetGlobalWarningDisplay (bool val)

Static Public Member Functions inherited from itk::LightObject
static void	BreakOnError ()

static Pointer	New ()

Protected Member Functions
	ImageToListSampleAdaptor ()

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

	~ImageToListSampleAdaptor () override=default

Protected Member Functions inherited from itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >
	ListSample ()=default

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

	~ListSample () override=default

Protected Member Functions inherited from itk::Statistics::Sample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >
void	PrintSelf (std::ostream &os, Indent indent) const override

	Sample ()

	~Sample () override=default

Protected Member Functions inherited from itk::DataObject
	DataObject ()

virtual void	PropagateResetPipeline ()

	~DataObject () override

Protected Member Functions inherited from itk::Object
	Object ()

bool	PrintObservers (std::ostream &os, Indent indent) const

virtual void	SetTimeStamp (const TimeStamp &timeStamp)

	~Object () override

Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer	InternalClone () const

	LightObject ()

virtual void	PrintHeader (std::ostream &os, Indent indent) const

virtual void	PrintTrailer (std::ostream &os, Indent indent) const

virtual	~LightObject ()

Private Attributes
ImageConstPointer	m_Image {}

MeasurementVectorType	m_MeasurementVectorInternal {}

Additional Inherited Members
Protected Attributes inherited from itk::LightObject
std::atomic< int >	m_ReferenceCount {}

Member Typedef Documentation

◆ ConstPointer

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::ConstPointer = SmartPointer<const Self>

Definition at line 67 of file itkImageToListSampleAdaptor.h.

◆ ImageConstIteratorType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::ImageConstIteratorType = ImageRegionConstIterator<ImageType>

Definition at line 85 of file itkImageToListSampleAdaptor.h.

◆ ImageConstPointer

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::ImageConstPointer = typename ImageType::ConstPointer

Definition at line 78 of file itkImageToListSampleAdaptor.h.

◆ ImageIteratorType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::ImageIteratorType = ImageRegionIterator<ImageType>

Image Iterator type alias support

Definition at line 84 of file itkImageToListSampleAdaptor.h.

◆ ImagePointer

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::ImagePointer = typename ImageType::Pointer

Definition at line 77 of file itkImageToListSampleAdaptor.h.

◆ ImageType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::ImageType = TImage

Image type alias

Definition at line 76 of file itkImageToListSampleAdaptor.h.

◆ IndexType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::IndexType = typename ImageType::IndexType

Definition at line 79 of file itkImageToListSampleAdaptor.h.

◆ MeasurementPixelTraitsType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::MeasurementPixelTraitsType = MeasurementVectorPixelTraits<PixelType>

Superclass type alias for Measurement vector, measurement, Instance Identifier, frequency, size, size element value

Definition at line 91 of file itkImageToListSampleAdaptor.h.

◆ MeasurementType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::MeasurementType = typename MeasurementVectorTraitsType::ValueType

Definition at line 95 of file itkImageToListSampleAdaptor.h.

◆ MeasurementVectorTraitsType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::MeasurementVectorTraitsType = MeasurementVectorTraitsTypes<MeasurementVectorType>

Definition at line 94 of file itkImageToListSampleAdaptor.h.

◆ MeasurementVectorType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::MeasurementVectorType = typename MeasurementPixelTraitsType::MeasurementVectorType

Definition at line 92 of file itkImageToListSampleAdaptor.h.

◆ PixelContainerConstPointer

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::PixelContainerConstPointer = typename ImageType::PixelContainerConstPointer

Definition at line 81 of file itkImageToListSampleAdaptor.h.

◆ PixelTraitsType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::PixelTraitsType = PixelTraits<typename TImage::PixelType>

Definition at line 86 of file itkImageToListSampleAdaptor.h.

◆ PixelType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::PixelType = typename ImageType::PixelType

Definition at line 80 of file itkImageToListSampleAdaptor.h.

◆ Pointer

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::Pointer = SmartPointer<Self>

Definition at line 66 of file itkImageToListSampleAdaptor.h.

◆ Self

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::Self = ImageToListSampleAdaptor

Standard class type aliases

Definition at line 61 of file itkImageToListSampleAdaptor.h.

◆ Superclass

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::Superclass = ListSample<typename MeasurementVectorPixelTraits<typename TImage::PixelType>::MeasurementVectorType>

Definition at line 64 of file itkImageToListSampleAdaptor.h.

◆ ValueType

template<typename TImage >

using itk::Statistics::ImageToListSampleAdaptor< TImage >::ValueType = MeasurementVectorType

Definition at line 102 of file itkImageToListSampleAdaptor.h.

Constructor & Destructor Documentation

◆ ImageToListSampleAdaptor()

template<typename TImage >

itk::Statistics::ImageToListSampleAdaptor< TImage >::ImageToListSampleAdaptor ( )

protected

◆ ~ImageToListSampleAdaptor()

template<typename TImage >

itk::Statistics::ImageToListSampleAdaptor< TImage >::~ImageToListSampleAdaptor ( )

overrideprotecteddefault

Member Function Documentation

◆ Begin() [1/2]

template<typename TImage >

Iterator itk::Statistics::ImageToListSampleAdaptor< TImage >::Begin ( )

inline

returns an iterator that points to the beginning of the container

Definition at line 257 of file itkImageToListSampleAdaptor.h.

References itk::ImageRegionConstIterator< TImage >::GoToBegin().

Referenced by itk::Statistics::ImageToListSampleAdaptor< TImage >::ConstIterator::ConstIterator().

◆ Begin() [2/2]

template<typename TImage >

ConstIterator itk::Statistics::ImageToListSampleAdaptor< TImage >::Begin ( ) const

inline

returns an iterator that points to the beginning of the container

Definition at line 283 of file itkImageToListSampleAdaptor.h.

References itk::ImageRegionConstIterator< TImage >::GoToBegin().

◆ End() [1/2]

template<typename TImage >

Iterator itk::Statistics::ImageToListSampleAdaptor< TImage >::End ( )

inline

returns an iterator that points to the end of the container

Definition at line 269 of file itkImageToListSampleAdaptor.h.

References itk::ImageRegionConstIterator< TImage >::GoToEnd().

◆ End() [2/2]

template<typename TImage >

ConstIterator itk::Statistics::ImageToListSampleAdaptor< TImage >::End ( ) const

inline

returns an iterator that points to the end of the container

Definition at line 295 of file itkImageToListSampleAdaptor.h.

References itk::ImageRegionConstIterator< TImage >::GoToEnd().

◆ GetFrequency()

template<typename TImage >

AbsoluteFrequencyType itk::Statistics::ImageToListSampleAdaptor< TImage >::GetFrequency ( InstanceIdentifier id ) const

overridevirtual

method to return frequency for a specified id

Implements itk::Statistics::Sample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >.

◆ GetImage()

template<typename TImage >

const TImage* itk::Statistics::ImageToListSampleAdaptor< TImage >::GetImage ( ) const

Method to get the image

◆ GetMeasurementVector()

template<typename TImage >

const MeasurementVectorType& itk::Statistics::ImageToListSampleAdaptor< TImage >::GetMeasurementVector ( InstanceIdentifier id ) const

overridevirtual

method to return measurement vector for a specified id

Implements itk::Statistics::Sample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >.

◆ GetMeasurementVectorSize()

template<typename TImage >

MeasurementVectorSizeType itk::Statistics::ImageToListSampleAdaptor< TImage >::GetMeasurementVectorSize ( ) const

inlineoverridevirtual

Get method for the length of the measurement vector

Reimplemented from itk::Statistics::Sample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >.

Definition at line 121 of file itkImageToListSampleAdaptor.h.

◆ GetNameOfClass()

template<typename TImage >

const char* itk::Statistics::ImageToListSampleAdaptor< TImage >::GetNameOfClass ( ) const

overridevirtual

See also: LightObject::GetNameOfClass()

Reimplemented from itk::DataObject.

◆ GetTotalFrequency()

template<typename TImage >

TotalAbsoluteFrequencyType itk::Statistics::ImageToListSampleAdaptor< TImage >::GetTotalFrequency ( ) const

overridevirtual

method to return the total frequency

Implements itk::Statistics::Sample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >.

◆ New()

template<typename TImage >

static Pointer itk::Statistics::ImageToListSampleAdaptor< TImage >::New ( )

static

Method for creation through the object factory.

◆ PrintSelf()

template<typename TImage >

void itk::Statistics::ImageToListSampleAdaptor< TImage >::PrintSelf	(	std::ostream &	os,
		Indent	indent
	)		const

overrideprotectedvirtual

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Reimplemented from itk::DataObject.

◆ SetImage()

template<typename TImage >

void itk::Statistics::ImageToListSampleAdaptor< TImage >::SetImage ( const TImage * image )

Method to set the image

◆ Size()

template<typename TImage >

InstanceIdentifier itk::Statistics::ImageToListSampleAdaptor< TImage >::Size ( ) const

overridevirtual

returns the number of measurement vectors in this container

Implements itk::Statistics::Sample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >.

Member Data Documentation

◆ m_Image

template<typename TImage >

ImageConstPointer itk::Statistics::ImageToListSampleAdaptor< TImage >::m_Image {}

private

Definition at line 313 of file itkImageToListSampleAdaptor.h.

◆ m_MeasurementVectorInternal

template<typename TImage >

MeasurementVectorType itk::Statistics::ImageToListSampleAdaptor< TImage >::m_MeasurementVectorInternal {}

mutableprivate

Definition at line 314 of file itkImageToListSampleAdaptor.h.

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

itkImageToListSampleAdaptor.h

Detailed Description

template<typename TImage> class itk::Statistics::ImageToListSampleAdaptor< TImage >

Classes

Public Types

Public Member Functions

Static Public Member Functions

Protected Member Functions

Private Attributes

Additional Inherited Members

Member Typedef Documentation

◆ ConstPointer

◆ ImageConstIteratorType

◆ ImageConstPointer

◆ ImageIteratorType

◆ ImagePointer

◆ ImageType

◆ IndexType

◆ MeasurementPixelTraitsType

◆ MeasurementType

◆ MeasurementVectorTraitsType

◆ MeasurementVectorType

◆ PixelContainerConstPointer

◆ PixelTraitsType

◆ PixelType

◆ Pointer

◆ Self

◆ Superclass

◆ ValueType

Constructor & Destructor Documentation

◆ ImageToListSampleAdaptor()

◆ ~ImageToListSampleAdaptor()

Member Function Documentation

◆ Begin() [1/2]

◆ Begin() [2/2]

◆ End() [1/2]

◆ End() [2/2]

◆ GetFrequency()

◆ GetImage()

◆ GetMeasurementVector()

◆ GetMeasurementVectorSize()

◆ GetNameOfClass()

◆ GetTotalFrequency()

◆ New()

◆ PrintSelf()

◆ SetImage()

◆ Size()

Member Data Documentation

◆ m_Image

◆ m_MeasurementVectorInternal

template<typename TImage>
class itk::Statistics::ImageToListSampleAdaptor< TImage >