#include <itkVoronoiSegmentationRGBImageFilter.h>

Inheritance diagram for itk::VoronoiSegmentationRGBImageFilter< TInputImage, TOutputImage >:

Collaboration diagram for itk::VoronoiSegmentationRGBImageFilter< TInputImage, TOutputImage >:

Public Types
using	BinaryObjectImage = typename Superclass::BinaryObjectImage

using	ConstPointer = SmartPointer< const Self >

using	IndexList = typename Superclass::IndexList

using	IndexType = typename Superclass::IndexType

using	InputImagePointer = typename Superclass::InputImagePointer

using	InputImageType = typename Superclass::InputImageType

using	PixelType = typename Superclass::PixelType

using	Pointer = SmartPointer< Self >

using	RegionType = typename Superclass::RegionType

using	RGBHCVImage = Image< RGBHCVPixel >

using	RGBHCVPixel = Vector< float, 6 >

using	Self = VoronoiSegmentationRGBImageFilter

using	Superclass = VoronoiSegmentationImageFilterBase< TInputImage, TOutputImage >

Public Types inherited from itk::VoronoiSegmentationImageFilterBase< TInputImage, TOutputImage >
using	BinaryObjectImage = Image< unsigned char, 2 >

using	BinaryObjectImagePointer = typename BinaryObjectImage::Pointer

using	CellAutoPointer = typename VoronoiDiagram::CellAutoPointer

using	CellType = typename VoronoiDiagram::CellType

using	ConstPointer = SmartPointer< const Self >

using	EdgeInfo = typename VoronoiDiagram::VoronoiEdge

using	EdgeIterator = typename VoronoiDiagram::VoronoiEdgeIterator

using	IndexList = std::vector< IndexType >

using	IndexType = typename TInputImage::IndexType

using	InputImageConstPointer = typename TInputImage::ConstPointer

using	InputImagePointer = typename TInputImage::Pointer

using	InputImageType = TInputImage

using	NeighborIdIterator = typename VoronoiDiagram::NeighborIdIterator

using	OutputImageType = TOutputImage

using	OutputPixelType = typename TOutputImage::PixelType

using	PixelType = typename TInputImage::PixelType

using	Pointer = SmartPointer< Self >

using	PointIdIterator = typename CellType::PointIdIterator

using	PointType = typename VoronoiDiagram::PointType

using	PointTypeDeque = std::deque< PointType >

using	PointTypeVector = std::vector< PointType >

using	RegionType = typename TInputImage::RegionType

using	SeedsIterator = typename VoronoiDiagram::SeedsIterator

using	SeedsType = typename VoronoiDiagram::SeedsType

using	Self = VoronoiSegmentationImageFilterBase

using	SizeType = typename TInputImage::SizeType

using	Superclass = ImageToImageFilter< TInputImage, TOutputImage >

using	VDImage = Image< unsigned char, 2 >

using	VDImagePointer = typename VDImage::Pointer

using	VoronoiDiagram = VoronoiDiagram2D< double >

using	VoronoiDiagramGenerator = VoronoiDiagram2DGenerator< double >

using	VoronoiPointer = typename VoronoiDiagram::Pointer

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 = typename Superclass::OutputImagePixelType

using	OutputImageRegionType = typename Superclass::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
virtual ::itk::LightObject::Pointer	CreateAnother () const

virtual const char *	GetNameOfClass () const

Public Member Functions inherited from itk::VoronoiSegmentationImageFilterBase< TInputImage, TOutputImage >
virtual ::itk::LightObject::Pointer	CreateAnother () const

virtual void	SetNumberOfSeeds (int _arg)

virtual int	GetNumberOfSeeds () const

virtual void	SetMinRegion (SizeValueType _arg)

virtual SizeValueType	GetMinRegion () const

virtual void	SetSteps (int _arg)

virtual int	GetSteps () const

virtual int	GetLastStepSeeds () const

virtual int	GetNumberOfSeedsToAdded () const

virtual void	SetUseBackgroundInAPrior (bool _arg)

virtual bool	GetUseBackgroundInAPrior () const

virtual void	SetOutputBoundary (bool _arg)

virtual bool	GetOutputBoundary () const

virtual void	SetInteractiveSegmentation (bool _arg)

virtual bool	GetInteractiveSegmentation () const

virtual void	InteractiveSegmentationOn ()

virtual void	InteractiveSegmentationOff ()

virtual void	SetMeanDeviation (double _arg)

virtual double	GetMeanDeviation () const

virtual void	SetSize (SizeType _arg)

virtual SizeType	GetSize () const

virtual void	TakeAPrior (const BinaryObjectImage *)

void	RunSegment ()

void	RunSegmentOneStep ()

virtual void	MakeSegmentBoundary ()

virtual void	MakeSegmentObject ()

VoronoiPointer	GetVoronoiDiagram ()

void	SetSeeds (int num, SeedsIterator begin)

void	SetSeeds (SeedsType &seeds)

PointType	GetSeed (int SeedID)

void	DrawDiagram (VDImagePointer result, unsigned char incolor, unsigned char outcolor, unsigned char boundcolor)

void	BeforeNextStep ()

void	GenerateInputRequestedRegion () override

void	EnlargeOutputRequestedRegion (DataObject *output) override

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 DataObjectIdentifierType &key, DataObject *input)

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 ()

const OutputImageType *	GetOutput () const

OutputImageType *	GetOutput (unsigned int idx)

virtual void	GraftOutput (DataObject *graft)

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

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

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 const bool &	GetAbortGenerateData () const

DataObjectPointerArray	GetIndexedInputs ()

DataObjectPointerArray	GetIndexedOutputs ()

NameArray	GetInputNames () const

DataObjectPointerArray	GetInputs ()

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	PropagateRequestedRegion (DataObject *output)

virtual void	ResetPipeline ()

virtual void	SetAbortGenerateData (bool _arg)

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

MultiThreaderType *	GetMultiThreader () const

void	SetMultiThreader (MultiThreaderType *threader)

virtual void	PrepareOutputs ()

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

unsigned long	AddObserver (const EventObject &event, Command *) const

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

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)

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::VoronoiSegmentationImageFilterBase< TInputImage, TOutputImage >
static Pointer	New ()

Static Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static void	SetGlobalDefaultDirectionTolerance (double)

static double	GetGlobalDefaultDirectionTolerance ()

static void	SetGlobalDefaultCoordinateTolerance (double)

static double	GetGlobalDefaultCoordinateTolerance ()

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 ()

static constexpr unsigned int	InputImageDimension = TInputImage::ImageDimension

static constexpr unsigned int	OutputImageDimension = TOutputImage::ImageDimension

double	m_Mean [6]

double	m_STD [6]

double	m_MeanTolerance [6]

double	m_STDTolerance [6]

double	m_MeanPercentError [6]

double	m_STDPercentError [6]

double	m_MaxValueOfRGB

unsigned int	m_TestMean [3]

unsigned int	m_TestSTD [3]

RGBHCVImage::Pointer	m_WorkingImage

void	SetMeanPercentError (const double x[6])

void	SetSTDPercentError (const double x[6])

void	GetMeanPercentError (double x[6])

void	GetSTDPercentError (double x[6])

void	GetMean (double x[6])

void	GetSTD (double x[6])

void	SetMean (const double x[6])

void	SetSTD (const double x[6])

void	GetMeanTolerance (double x[6])

void	GetSTDTolerance (double x[6])

virtual void	SetMaxValueOfRGB (double _arg)

virtual double	GetMaxValueOfRGB () const

void	SetTestMean (unsigned int t1, unsigned int t2, unsigned int t3)

void	SetTestSTD (unsigned int t1, unsigned int t2, unsigned int t3)

void	GetTestMean (unsigned int x[3])

void	GetTestSTD (unsigned int x[3])

void	TakeAPrior (const BinaryObjectImage *aprior) override

void	SetInput (const InputImageType *input) override

void	SetInput (unsigned int, const InputImageType *input) override

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

	VoronoiSegmentationRGBImageFilter ()

	~VoronoiSegmentationRGBImageFilter () override=default

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

bool	TestHomogeneity (IndexList &Plist) override

Additional Inherited Members
Static Public Attributes inherited from itk::VoronoiSegmentationImageFilterBase< TInputImage, TOutputImage >
static constexpr unsigned int	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 Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
using	InputToOutputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::OutputImageDimension, Self::InputImageDimension >

using	OutputToInputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::InputImageDimension, Self::OutputImageDimension >

Protected Member Functions inherited from itk::VoronoiSegmentationImageFilterBase< TInputImage, TOutputImage >
	VoronoiSegmentationImageFilterBase ()

	~VoronoiSegmentationImageFilterBase () override=default

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

void	GenerateData () override

virtual void	ClassifyDiagram ()

virtual void	GenerateAddingSeeds ()

void	GetPixelIndexFromPolygon (PointTypeDeque vertlist, IndexList *PixelPool)

virtual bool	TestHomogeneity (IndexList &)

void	FillPolygon (PointTypeDeque vertlist, OutputPixelType color=1)

void	drawLine (PointType p1, PointType p2)

void	drawVDline (VDImagePointer result, PointType p1, PointType p2, unsigned char color)

Protected Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
	ImageToImageFilter ()

	~ImageToImageFilter () override=default

void	VerifyInputInformation () ITKv5_CONST override

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

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

void	PushBackInput (const DataObject *input) override

void	PushFrontInput (const DataObject *input) override

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

	~ImageSource () override=default

void	ClassicMultiThread (ThreadFunctionType callbackFunction)

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

virtual void	DynamicThreadedGenerateData (const OutputImageRegionType &outputRegionForThread)

virtual void	AllocateOutputs ()

virtual void	BeforeThreadedGenerateData ()

virtual void	AfterThreadedGenerateData ()

virtual const ImageRegionSplitterBase *	GetImageRegionSplitter () const

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

virtual bool	GetDynamicMultiThreading () const

virtual void	SetDynamicMultiThreading (bool _arg)

virtual void	DynamicMultiThreadingOn ()

virtual void	DynamicMultiThreadingOff ()

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

	~ProcessObject () override

DataObject *	GetInput (const DataObjectIdentifierType &key)

const DataObject *	GetInput (const DataObjectIdentifierType &key) const

DataObject *	GetInput (DataObjectPointerArraySizeType idx)

const DataObject *	GetInput (DataObjectPointerArraySizeType idx) const

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

virtual void	SetNthInput (DataObjectPointerArraySizeType idx, DataObject *input)

virtual void	AddInput (DataObject *input)

virtual void	RemoveInput (const DataObjectIdentifierType &key)

virtual void	RemoveInput (DataObjectPointerArraySizeType)

DataObject *	GetPrimaryInput ()

const DataObject *	GetPrimaryInput () const

virtual void	SetPrimaryInputName (const DataObjectIdentifierType &key)

virtual const char *	GetPrimaryInputName () const

virtual void	SetPrimaryInput (DataObject *object)

void	SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)

virtual void	SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)

virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredInputs () const

bool	RemoveRequiredInputName (const DataObjectIdentifierType &)

bool	IsRequiredInputName (const DataObjectIdentifierType &) const

void	SetRequiredInputNames (const NameArray &)

bool	AddRequiredInputName (const DataObjectIdentifierType &)

bool	AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)

void	AddOptionalInputName (const DataObjectIdentifierType &)

void	AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)

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

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

virtual void	RemoveOutput (const DataObjectIdentifierType &key)

DataObject *	GetPrimaryOutput ()

const DataObject *	GetPrimaryOutput () const

virtual void	SetPrimaryOutput (DataObject *object)

virtual void	SetNthOutput (DataObjectPointerArraySizeType idx, DataObject *output)

virtual void	AddOutput (DataObject *output)

virtual void	RemoveOutput (DataObjectPointerArraySizeType idx)

virtual void	SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)

virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredOutputs () const

void	SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)

DataObjectIdentifierType	MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const

DataObjectIdentifierType	MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const

DataObjectPointerArraySizeType	MakeIndexFromInputName (const DataObjectIdentifierType &name) const

DataObjectPointerArraySizeType	MakeIndexFromOutputName (const DataObjectIdentifierType &name) const

bool	IsIndexedInputName (const DataObjectIdentifierType &) const

bool	IsIndexedOutputName (const DataObjectIdentifierType &) const

virtual void	VerifyPreconditions () ITKv5_CONST

virtual void	GenerateOutputRequestedRegion (DataObject *output)

virtual void	GenerateOutputInformation ()

virtual void	PropagateResetPipeline ()

virtual void	ReleaseInputs ()

virtual void	CacheInputReleaseDataFlags ()

virtual void	RestoreInputReleaseDataFlags ()

virtual bool	GetThreaderUpdateProgress () const

virtual void	ThreaderUpdateProgressOn ()

virtual void	ThreaderUpdateProgressOff ()

virtual void	SetThreaderUpdateProgress (bool arg)

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

	~Object () override

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

virtual void	SetTimeStamp (const TimeStamp &timeStamp)

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 ()

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
static constexpr float	progressFixedToFloat (uint32_t fixed)

static uint32_t	progressFloatToFixed (float f)

Protected Attributes inherited from itk::VoronoiSegmentationImageFilterBase< TInputImage, TOutputImage >
SizeType	m_Size

int	m_NumberOfSeeds

SizeValueType	m_MinRegion

int	m_Steps

int	m_LastStepSeeds

int	m_NumberOfSeedsToAdded

int	m_NumberOfBoundary

std::vector< SizeValueType >	m_NumberOfPixels

std::vector< unsigned char >	m_Label

double	m_MeanDeviation

bool	m_UseBackgroundInAPrior

bool	m_OutputBoundary

bool	m_InteractiveSegmentation

VoronoiDiagram::Pointer	m_WorkingVD

VoronoiDiagramGenerator::Pointer	m_VDGenerator

std::vector< PointType >	m_SeedsToAdded

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

Protected Attributes inherited from itk::ProcessObject
bool	m_Updating

TimeStamp	m_OutputInformationMTime

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

Detailed Description

template<typename TInputImage, typename TOutputImage>
class itk::VoronoiSegmentationRGBImageFilter< TInputImage, TOutputImage >

Segmentation of 2D RGB images using Voronoi Diagram. This is not a standard 3 channel image filter, it also investigates the HSV color space information. from RGBHSV, the user can specify or by giving a prior binary mask, the algorithm will decide which 3 channels out of the 6 channels will be used for homogeneity testing. the homogeneity testing requires all the three testing channels to have the similar mean and standard deviation value from the gold-standard in the sense that the difference will be under the tolerance value.

Input parameters are: (1) Image data, in the format: itkImage<itkVector<PixelType,3>, 2>. (2) Object statistics: mean and standard deviation (3) Tolerance level for the classifier. This level is usually set around the mean and standard deviation values.

These parameters can also be automatically set by providing a binary image prior.

Detailed information about this algorithm can be found in: " Semi-automated color segmentation of anatomical tissue," C. Imelinska, M. Downes, and W. Yuan Computerized Medical Imaging and Graphics, Vol.24, pp 173-180, 2000.

Definition at line 54 of file itkVoronoiSegmentationRGBImageFilter.h.