#include <itkImageClassifierFilter.h>

Detailed Description

template<typename TSample, typename TInputImage, typename TOutputImage>
class itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >

Image classification class.

This filter takes input image, membership functions, decision rule and produces as output image with each pixel labeled according to the classification result.

This class is templated over the type of input and output image and sample type.

See also: SampleClassifierFilter

Definition at line 47 of file itkImageClassifierFilter.h.

Inheritance diagram for itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >:

Collaboration diagram for itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >:

Public Types
using	ClassLabelType = IdentifierType

using	ClassLabelVectorObjectPointer = ClassLabelVectorObjectType::Pointer

using	ClassLabelVectorObjectType = SimpleDataObjectDecorator<ClassLabelVectorType>

using	ClassLabelVectorType = std::vector<ClassLabelType>

using	ConstPointer = SmartPointer<const Self>

using	DecisionRulePointer = DecisionRuleType::ConstPointer

using	DecisionRuleType = DecisionRule

using	InputImagePointer = typename TInputImage::Pointer

using	InputImageRegionType = typename TInputImage::RegionType

using	InputImageType = TInputImage

using	InputIndexType = typename TInputImage::IndexType

using	InputPixelType = typename TInputImage::PixelType

using	InputSizeType = typename TInputImage::SizeType

using	MeasurementType = typename SampleType::MeasurementType

using	MeasurementVectorType = typename SampleType::MeasurementVectorType

using	MembershipFunctionPointer = typename MembershipFunctionType::ConstPointer

using	MembershipFunctionsWeightsArrayObjectType = SimpleDataObjectDecorator<MembershipFunctionsWeightsArrayType>

using	MembershipFunctionsWeightsArrayPointer = typename MembershipFunctionsWeightsArrayObjectType::Pointer

using	MembershipFunctionsWeightsArrayType = Array<double>

using	MembershipFunctionType = MembershipFunctionBase<MeasurementVectorType>

using	MembershipFunctionVectorObjectPointer = typename MembershipFunctionVectorObjectType::Pointer

using	MembershipFunctionVectorObjectType = SimpleDataObjectDecorator<MembershipFunctionVectorType>

using	MembershipFunctionVectorType = std::vector<MembershipFunctionPointer>

using	OutputImagePointer = typename TOutputImage::Pointer

using	OutputImageRegionType = typename TOutputImage::RegionType

using	OutputImageType = TOutputImage

using	OutputIndexType = typename TOutputImage::IndexType

using	OutputPixelType = typename TOutputImage::PixelType

using	OutputSizeType = typename TOutputImage::SizeType

using	Pointer = SmartPointer<Self>

using	SampleType = TSample

using	Self = ImageClassifierFilter

using	Superclass = ImageToImageFilter<TInputImage, TOutputImage>

Public Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
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	OutputImagePixelType

using	OutputImageRegionType

using	Pointer = SmartPointer<Self>

using	Self = ImageToImageFilter

using	Superclass = ImageSource<TOutputImage>

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

using	DataObjectIdentifierType = Superclass::DataObjectIdentifierType

using	DataObjectPointer = DataObject::Pointer

using	DataObjectPointerArraySizeType = Superclass::DataObjectPointerArraySizeType

using	OutputImagePixelType = typename OutputImageType::PixelType

using	OutputImagePointer = typename OutputImageType::Pointer

using	OutputImageRegionType = typename OutputImageType::RegionType

using	OutputImageType = TOutputImage

using	Pointer = SmartPointer<Self>

using	Self = ImageSource

using	Superclass = ProcessObject

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

using	DataObjectIdentifierType = DataObject::DataObjectIdentifierType

using	DataObjectPointer = DataObject::Pointer

using	DataObjectPointerArray = std::vector<DataObjectPointer>

using	DataObjectPointerArraySizeType = DataObjectPointerArray::size_type

using	MultiThreaderType = MultiThreaderBase

using	NameArray = std::vector<DataObjectIdentifierType>

using	Pointer = SmartPointer<Self>

using	Self = ProcessObject

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
const InputImageType *	GetImage () const

void	SetClassLabels (const ClassLabelVectorObjectType *classLabels)

void	SetImage (const InputImageType *image)

void	SetMembershipFunctions (const MembershipFunctionVectorObjectType *membershipFunctions)

void	SetMembershipFunctionsWeightsArray (const MembershipFunctionsWeightsArrayObjectType *weightsArray)


virtual void	SetNumberOfClasses (unsigned int _arg)

virtual unsigned int	GetNumberOfClasses () const


virtual void	SetDecisionRule (const DecisionRuleType *_arg)

virtual const DecisionRuleType *	GetDecisionRule () const

Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
const InputImageType *	GetInput () const

const InputImageType *	GetInput (unsigned int idx) const

void	PopBackInput () override

void	PopFrontInput () override

virtual void	PushBackInput (const InputImageType *input)

virtual void	PushFrontInput (const InputImageType *input)

virtual void	SetInput (const InputImageType *input)

virtual void	SetInput (unsigned int, const TInputImage *image)

virtual void	SetCoordinateTolerance (double _arg)

virtual double	GetCoordinateTolerance () const

virtual void	SetDirectionTolerance (double _arg)

virtual double	GetDirectionTolerance () const

Public Member Functions inherited from itk::ImageSource< TOutputImage >
OutputImageType *	GetOutput (unsigned int idx)

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

virtual void	GraftOutput (const DataObjectIdentifierType &key, DataObject *graft)

virtual void	GraftOutput (DataObject *graft)

OutputImageType *	GetOutput ()

const OutputImageType *	GetOutput () const

ProcessObject::DataObjectPointer	MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) override

ProcessObject::DataObjectPointer	MakeOutput (const ProcessObject::DataObjectIdentifierType &) override

Public Member Functions inherited from itk::ProcessObject
virtual void	AbortGenerateDataOff ()

virtual void	AbortGenerateDataOn ()

virtual void	EnlargeOutputRequestedRegion (DataObject *output)

virtual const bool &	GetAbortGenerateData () const

DataObjectPointerArray	GetIndexedInputs ()

DataObjectPointerArray	GetIndexedOutputs ()

NameArray	GetInputNames () const

DataObjectPointerArray	GetInputs ()

MultiThreaderType *	GetMultiThreader () const

DataObjectPointerArraySizeType	GetNumberOfIndexedInputs () const

DataObjectPointerArraySizeType	GetNumberOfIndexedOutputs () const

DataObjectPointerArraySizeType	GetNumberOfInputs () const

DataObjectPointerArraySizeType	GetNumberOfOutputs () const

virtual DataObjectPointerArraySizeType	GetNumberOfValidRequiredInputs () const

NameArray	GetOutputNames () const

DataObjectPointerArray	GetOutputs ()

virtual float	GetProgress () const

NameArray	GetRequiredInputNames () const

bool	HasInput (const DataObjectIdentifierType &key) const

bool	HasOutput (const DataObjectIdentifierType &key) const

void	IncrementProgress (float increment)

virtual void	PrepareOutputs ()

virtual void	PropagateRequestedRegion (DataObject *output)

virtual void	ResetPipeline ()

virtual void	SetAbortGenerateData (bool _arg)

void	SetMultiThreader (MultiThreaderType *threader)

virtual void	Update ()

virtual void	UpdateLargestPossibleRegion ()

virtual void	UpdateOutputData (DataObject *output)

virtual void	UpdateOutputInformation ()

void	UpdateProgress (float progress)

virtual void	SetReleaseDataFlag (bool val)

virtual bool	GetReleaseDataFlag () const

void	ReleaseDataFlagOn ()

void	ReleaseDataFlagOff ()

virtual void	SetReleaseDataBeforeUpdateFlag (bool _arg)

virtual const bool &	GetReleaseDataBeforeUpdateFlag () const

virtual void	ReleaseDataBeforeUpdateFlagOn ()

virtual void	ReleaseDataBeforeUpdateFlagOff ()

virtual void	SetNumberOfWorkUnits (ThreadIdType _arg)

virtual const ThreadIdType &	GetNumberOfWorkUnits () 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 Attributes
static constexpr unsigned int	InputImageDimension = TInputImage::ImageDimension

static constexpr unsigned int	OutputImageDimension = TOutputImage::ImageDimension

Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static constexpr unsigned int	InputImageDimension = TInputImage::ImageDimension

static constexpr unsigned int	OutputImageDimension = TOutputImage::ImageDimension

Static Public Attributes inherited from itk::ImageSource< TOutputImage >
static constexpr unsigned int	OutputImageDimension = TOutputImage::ImageDimension

Protected Member Functions
void	GenerateData () override

	ImageClassifierFilter ()

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

	~ImageClassifierFilter () override=default

Protected Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
virtual void	CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)

virtual void	CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)

void	GenerateInputRequestedRegion () override

	ImageToImageFilter ()

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

void	VerifyInputInformation () const override

	~ImageToImageFilter () override=default

Protected Member Functions inherited from itk::ImageSource< TOutputImage >
virtual void	AfterThreadedGenerateData ()

virtual void	AllocateOutputs ()

virtual void	BeforeThreadedGenerateData ()

void	ClassicMultiThread (ThreadFunctionType callbackFunction)

void	GenerateData () override

virtual const ImageRegionSplitterBase *	GetImageRegionSplitter () const

	ImageSource ()

virtual unsigned int	SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)

	~ImageSource () override=default

virtual void	ThreadedGenerateData (const OutputImageRegionType &region, ThreadIdType threadId)

virtual void	DynamicThreadedGenerateData (const OutputImageRegionType &outputRegionForThread)

virtual bool	GetDynamicMultiThreading () const

virtual void	SetDynamicMultiThreading (bool _arg)

virtual void	DynamicMultiThreadingOn ()

virtual void	DynamicMultiThreadingOff ()

Protected Member Functions inherited from itk::ProcessObject
virtual void	AddInput (DataObject *input)

void	AddOptionalInputName (const DataObjectIdentifierType &)

void	AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)

virtual void	AddOutput (DataObject *output)

bool	AddRequiredInputName (const DataObjectIdentifierType &)

bool	AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)

virtual void	CacheInputReleaseDataFlags ()

virtual void	GenerateOutputInformation ()

virtual void	GenerateOutputRequestedRegion (DataObject *output)

DataObject *	GetInput (const DataObjectIdentifierType &key)

const DataObject *	GetInput (const DataObjectIdentifierType &key) const

virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredInputs () const

virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredOutputs () const

bool	IsIndexedInputName (const DataObjectIdentifierType &) const

bool	IsIndexedOutputName (const DataObjectIdentifierType &) const

bool	IsRequiredInputName (const DataObjectIdentifierType &) const

DataObjectPointerArraySizeType	MakeIndexFromInputName (const DataObjectIdentifierType &name) const

DataObjectPointerArraySizeType	MakeIndexFromOutputName (const DataObjectIdentifierType &name) const

DataObjectIdentifierType	MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const

DataObjectIdentifierType	MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const

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

	ProcessObject ()

virtual void	PropagateResetPipeline ()

virtual void	PushBackInput (const DataObject *input)

virtual void	PushFrontInput (const DataObject *input)

virtual void	ReleaseInputs ()

virtual void	RemoveInput (const DataObjectIdentifierType &key)

virtual void	RemoveInput (DataObjectPointerArraySizeType)

virtual void	RemoveOutput (const DataObjectIdentifierType &key)

virtual void	RemoveOutput (DataObjectPointerArraySizeType idx)

bool	RemoveRequiredInputName (const DataObjectIdentifierType &)

virtual void	RestoreInputReleaseDataFlags ()

virtual void	SetInput (const DataObjectIdentifierType &key, DataObject *input)

virtual void	SetNthInput (DataObjectPointerArraySizeType idx, DataObject *input)

virtual void	SetNthOutput (DataObjectPointerArraySizeType idx, DataObject *output)

void	SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)

void	SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)

virtual void	SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)

virtual void	SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)

virtual void	SetOutput (const DataObjectIdentifierType &name, DataObject *output)

virtual void	SetPrimaryInput (DataObject *object)

virtual void	SetPrimaryOutput (DataObject *object)

void	SetRequiredInputNames (const NameArray &)

virtual void	VerifyPreconditions () const

	~ProcessObject () override

DataObject *	GetInput (DataObjectPointerArraySizeType idx)

const DataObject *	GetInput (DataObjectPointerArraySizeType idx) const

DataObject *	GetPrimaryInput ()

const DataObject *	GetPrimaryInput () const

virtual void	SetPrimaryInputName (const DataObjectIdentifierType &key)

virtual const char *	GetPrimaryInputName () const

DataObject *	GetOutput (const DataObjectIdentifierType &key)

const DataObject *	GetOutput (const DataObjectIdentifierType &key) const

virtual void	SetPrimaryOutputName (const DataObjectIdentifierType &key)

virtual const char *	GetPrimaryOutputName () const

DataObject *	GetOutput (DataObjectPointerArraySizeType i)

const DataObject *	GetOutput (DataObjectPointerArraySizeType i) const

DataObject *	GetPrimaryOutput ()

const DataObject *	GetPrimaryOutput () const

virtual bool	GetThreaderUpdateProgress () const

virtual void	ThreaderUpdateProgressOn ()

virtual void	ThreaderUpdateProgressOff ()

virtual void	SetThreaderUpdateProgress (bool arg)

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
DecisionRulePointer	m_DecisionRule {}

unsigned int	m_NumberOfClasses {}

virtual const char *	GetNameOfClass () const

virtual::itk::LightObject::Pointer	CreateAnother () const

static Pointer	New ()

Additional Inherited Members
Static Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static double	GetGlobalDefaultCoordinateTolerance ()

static double	GetGlobalDefaultDirectionTolerance ()

static void	SetGlobalDefaultCoordinateTolerance (double)

static void	SetGlobalDefaultDirectionTolerance (double)

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 Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
using	InputToOutputRegionCopierType

using	OutputToInputRegionCopierType

Static Protected Member Functions inherited from itk::ImageSource< TOutputImage >
static const ImageRegionSplitterBase *	GetGlobalDefaultSplitter ()

static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION	ThreaderCallback (void *arg)

Static Protected Member Functions inherited from itk::ProcessObject
template<typename TSourceObject>
static void	MakeRequiredOutputs (TSourceObject &sourceObject, const DataObjectPointerArraySizeType numberOfRequiredOutputs)

static constexpr float	progressFixedToFloat (uint32_t fixed)

static uint32_t	progressFloatToFixed (float f)

Protected Attributes inherited from itk::ImageSource< TOutputImage >
bool	m_DynamicMultiThreading { true }

Protected Attributes inherited from itk::ProcessObject
TimeStamp	m_OutputInformationMTime {}

bool	m_Updating {}

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

Member Typedef Documentation

◆ ClassLabelType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ClassLabelType = IdentifierType

type alias for class label type

Definition at line 105 of file itkImageClassifierFilter.h.

◆ ClassLabelVectorObjectPointer

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ClassLabelVectorObjectPointer = ClassLabelVectorObjectType::Pointer

Definition at line 108 of file itkImageClassifierFilter.h.

◆ ClassLabelVectorObjectType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ClassLabelVectorObjectType = SimpleDataObjectDecorator<ClassLabelVectorType>

Definition at line 107 of file itkImageClassifierFilter.h.

◆ ClassLabelVectorType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ClassLabelVectorType = std::vector<ClassLabelType>

Definition at line 106 of file itkImageClassifierFilter.h.

◆ ConstPointer

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ConstPointer = SmartPointer<const Self>

Definition at line 56 of file itkImageClassifierFilter.h.

◆ DecisionRulePointer

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::DecisionRulePointer = DecisionRuleType::ConstPointer

Definition at line 112 of file itkImageClassifierFilter.h.

◆ DecisionRuleType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::DecisionRuleType = DecisionRule

type of the decision rule

Definition at line 111 of file itkImageClassifierFilter.h.

◆ InputImagePointer

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputImagePointer = typename TInputImage::Pointer

Image related type alias.

Definition at line 70 of file itkImageClassifierFilter.h.

◆ InputImageRegionType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputImageRegionType = typename TInputImage::RegionType

Definition at line 75 of file itkImageClassifierFilter.h.

◆ InputImageType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputImageType = TInputImage

Image pixel value type alias.

Definition at line 64 of file itkImageClassifierFilter.h.

◆ InputIndexType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputIndexType = typename TInputImage::IndexType

Definition at line 74 of file itkImageClassifierFilter.h.

◆ InputPixelType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputPixelType = typename TInputImage::PixelType

Definition at line 66 of file itkImageClassifierFilter.h.

◆ InputSizeType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputSizeType = typename TInputImage::SizeType

Definition at line 73 of file itkImageClassifierFilter.h.

◆ MeasurementType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MeasurementType = typename SampleType::MeasurementType

type alias from SampleType object

Definition at line 88 of file itkImageClassifierFilter.h.

◆ MeasurementVectorType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MeasurementVectorType = typename SampleType::MeasurementVectorType

Definition at line 89 of file itkImageClassifierFilter.h.

◆ MembershipFunctionPointer

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionPointer = typename MembershipFunctionType::ConstPointer

Definition at line 93 of file itkImageClassifierFilter.h.

◆ MembershipFunctionsWeightsArrayObjectType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionsWeightsArrayObjectType = SimpleDataObjectDecorator<MembershipFunctionsWeightsArrayType>

Definition at line 101 of file itkImageClassifierFilter.h.

◆ MembershipFunctionsWeightsArrayPointer

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionsWeightsArrayPointer = typename MembershipFunctionsWeightsArrayObjectType::Pointer

Definition at line 102 of file itkImageClassifierFilter.h.

◆ MembershipFunctionsWeightsArrayType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionsWeightsArrayType = Array<double>

type alias for membership functions weight proportion

Definition at line 99 of file itkImageClassifierFilter.h.

◆ MembershipFunctionType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionType = MembershipFunctionBase<MeasurementVectorType>

type alias for the MembershipFunction

Definition at line 92 of file itkImageClassifierFilter.h.

◆ MembershipFunctionVectorObjectPointer

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionVectorObjectPointer = typename MembershipFunctionVectorObjectType::Pointer

Definition at line 96 of file itkImageClassifierFilter.h.

◆ MembershipFunctionVectorObjectType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionVectorObjectType = SimpleDataObjectDecorator<MembershipFunctionVectorType>

Definition at line 95 of file itkImageClassifierFilter.h.

◆ MembershipFunctionVectorType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionVectorType = std::vector<MembershipFunctionPointer>

Definition at line 94 of file itkImageClassifierFilter.h.

◆ OutputImagePointer

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputImagePointer = typename TOutputImage::Pointer

Definition at line 71 of file itkImageClassifierFilter.h.

◆ OutputImageRegionType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputImageRegionType = typename TOutputImage::RegionType

Definition at line 78 of file itkImageClassifierFilter.h.

◆ OutputImageType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputImageType = TOutputImage

Definition at line 65 of file itkImageClassifierFilter.h.

◆ OutputIndexType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputIndexType = typename TOutputImage::IndexType

Definition at line 77 of file itkImageClassifierFilter.h.

◆ OutputPixelType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputPixelType = typename TOutputImage::PixelType

Definition at line 67 of file itkImageClassifierFilter.h.

◆ OutputSizeType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputSizeType = typename TOutputImage::SizeType

Definition at line 76 of file itkImageClassifierFilter.h.

◆ Pointer

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::Pointer = SmartPointer<Self>

Definition at line 55 of file itkImageClassifierFilter.h.

◆ SampleType

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SampleType = TSample

Type of the input Sample

Definition at line 85 of file itkImageClassifierFilter.h.

◆ Self

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::Self = ImageClassifierFilter

Standard class type alias

Definition at line 53 of file itkImageClassifierFilter.h.

◆ Superclass

template<typename TSample, typename TInputImage, typename TOutputImage>

using itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::Superclass = ImageToImageFilter<TInputImage, TOutputImage>

Definition at line 54 of file itkImageClassifierFilter.h.

Constructor & Destructor Documentation

◆ ImageClassifierFilter()

template<typename TSample, typename TInputImage, typename TOutputImage>

itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ImageClassifierFilter ( )

protected

Referenced by GetNameOfClass().

◆ ~ImageClassifierFilter()

template<typename TSample, typename TInputImage, typename TOutputImage>

itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::~ImageClassifierFilter ( )

overrideprotecteddefault

Member Function Documentation

◆ CreateAnother()

template<typename TSample, typename TInputImage, typename TOutputImage>

virtual::itk::LightObject::Pointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::CreateAnother ( ) const

virtual

See also: LightObject::GetNameOfClass()

Reimplemented from itk::LightObject.

◆ GenerateData()

template<typename TSample, typename TInputImage, typename TOutputImage>

void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::GenerateData ( )

overrideprotectedvirtual

Starts the classification process

Reimplemented from itk::ProcessObject.

◆ GetDecisionRule()

template<typename TSample, typename TInputImage, typename TOutputImage>

virtual const DecisionRuleType * itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::GetDecisionRule ( ) const

virtual

Set/Get the decision rule.

◆ GetImage()

template<typename TSample, typename TInputImage, typename TOutputImage>

const InputImageType * itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::GetImage ( ) const

◆ GetNameOfClass()

template<typename TSample, typename TInputImage, typename TOutputImage>

virtual const char * itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::GetNameOfClass ( ) const

virtual

See also: LightObject::GetNameOfClass()

Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.

References ImageClassifierFilter().

◆ GetNumberOfClasses()

template<typename TSample, typename TInputImage, typename TOutputImage>

virtual unsigned int itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::GetNumberOfClasses ( ) const

virtual

Number of classes. This must match the number of labels and membership functions provided by the user, otherwise an exception will be thrown at

◆ New()

template<typename TSample, typename TInputImage, typename TOutputImage>

static Pointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::New ( )

static

See also: LightObject::GetNameOfClass()

◆ PrintSelf()

template<typename TSample, typename TInputImage, typename TOutputImage>

void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::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::LightObject.

◆ SetClassLabels()

template<typename TSample, typename TInputImage, typename TOutputImage>

void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetClassLabels ( const ClassLabelVectorObjectType * classLabels )

Sets input vector of class labels. The length of this vector must match the number of classes, otherwise an exception will be thrown at run time.

◆ SetDecisionRule()

template<typename TSample, typename TInputImage, typename TOutputImage>

virtual void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetDecisionRule ( const DecisionRuleType * _arg )

virtual

Set/Get the decision rule.

◆ SetImage()

template<typename TSample, typename TInputImage, typename TOutputImage>

void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetImage ( const InputImageType * image )

Sets the input image

◆ SetMembershipFunctions()

template<typename TSample, typename TInputImage, typename TOutputImage>

void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetMembershipFunctions ( const MembershipFunctionVectorObjectType * membershipFunctions )

Sets input vector of membership functions. The length of this vector must match the number of classes, otherwise an exception will be thrown at run time.

◆ SetMembershipFunctionsWeightsArray()

template<typename TSample, typename TInputImage, typename TOutputImage>

void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetMembershipFunctionsWeightsArray ( const MembershipFunctionsWeightsArrayObjectType * weightsArray )

Sets array of weights for the membership functions

◆ SetNumberOfClasses()

template<typename TSample, typename TInputImage, typename TOutputImage>

virtual void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetNumberOfClasses ( unsigned int _arg )

virtual

Number of classes. This must match the number of labels and membership functions provided by the user, otherwise an exception will be thrown at

Member Data Documentation

◆ InputImageDimension

template<typename TSample, typename TInputImage, typename TOutputImage>

unsigned int itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputImageDimension = TInputImage::ImageDimension

staticconstexpr

Image related type alias.

Definition at line 81 of file itkImageClassifierFilter.h.

◆ m_DecisionRule

template<typename TSample, typename TInputImage, typename TOutputImage>

DecisionRulePointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::m_DecisionRule {}

private

Decision Rule

Definition at line 163 of file itkImageClassifierFilter.h.

◆ m_NumberOfClasses

template<typename TSample, typename TInputImage, typename TOutputImage>

unsigned int itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::m_NumberOfClasses {}

private

Definition at line 160 of file itkImageClassifierFilter.h.

◆ OutputImageDimension

template<typename TSample, typename TInputImage, typename TOutputImage>

unsigned int itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputImageDimension = TOutputImage::ImageDimension

staticconstexpr

Definition at line 82 of file itkImageClassifierFilter.h.

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

itkImageClassifierFilter.h

Detailed Description

Public Types

Public Member Functions

Static Public Attributes

Protected Member Functions

Private Attributes

Additional Inherited Members

Member Typedef Documentation

◆ ClassLabelType

◆ ClassLabelVectorObjectPointer

◆ ClassLabelVectorObjectType

◆ ClassLabelVectorType

◆ ConstPointer

◆ DecisionRulePointer

◆ DecisionRuleType

◆ InputImagePointer

◆ InputImageRegionType

◆ InputImageType

◆ InputIndexType

◆ InputPixelType

◆ InputSizeType

◆ MeasurementType

◆ MeasurementVectorType

◆ MembershipFunctionPointer

◆ MembershipFunctionsWeightsArrayObjectType

◆ MembershipFunctionsWeightsArrayPointer

◆ MembershipFunctionsWeightsArrayType

◆ MembershipFunctionType

◆ MembershipFunctionVectorObjectPointer

◆ MembershipFunctionVectorObjectType

◆ MembershipFunctionVectorType

◆ OutputImagePointer

◆ OutputImageRegionType

◆ OutputImageType

◆ OutputIndexType

◆ OutputPixelType

◆ OutputSizeType

◆ Pointer

◆ SampleType

◆ Self

◆ Superclass

Constructor & Destructor Documentation

◆ ImageClassifierFilter()

◆ ~ImageClassifierFilter()

Member Function Documentation

◆ CreateAnother()

◆ GenerateData()

◆ GetDecisionRule()

◆ GetImage()

◆ GetNameOfClass()

◆ GetNumberOfClasses()

◆ New()

◆ PrintSelf()

◆ SetClassLabels()

◆ SetDecisionRule()

◆ SetImage()

◆ SetMembershipFunctions()

◆ SetMembershipFunctionsWeightsArray()

◆ SetNumberOfClasses()

Member Data Documentation

◆ InputImageDimension

◆ m_DecisionRule

◆ m_NumberOfClasses

◆ OutputImageDimension