#include <itkMahalanobisDistanceThresholdImageFunction.h>

Inheritance diagram for itk::MahalanobisDistanceThresholdImageFunction< TInputImage, TCoordRep >:

Collaboration diagram for itk::MahalanobisDistanceThresholdImageFunction< TInputImage, TCoordRep >:

Detailed Description

template<typename TInputImage, typename TCoordRep = float>
class itk::MahalanobisDistanceThresholdImageFunction< TInputImage, TCoordRep >

Returns true if the pixel value of a vector image has a Mahalanobis distance below the value specified by the threshold.

This ImageFunction returns true if the pixel value of a vector image has a Mahalanobis distance below the value specided by the threshold. The Mahalanobis distance is computed with the MahalanobisDistanceMembershipFunction class which has to be initialized with a mean and covariance. This class is intended to be used only with images whose pixel type is a vector (array).

The input image is set via method SetInputImage().

Methods Evaluate, EvaluateAtIndex and EvaluateAtContinuousIndex respectively evaluate the function at an geometric point, image index and continuous image index.

Definition at line 49 of file itkMahalanobisDistanceThresholdImageFunction.h.

Public Types
using	ConstPointer = SmartPointer< const Self >

using	ContinuousIndexType = typename Superclass::ContinuousIndexType

using	CovarianceMatrixType = vnl_matrix< double >

using	IndexType = typename Superclass::IndexType

using	InputImageType = typename Superclass::InputImageType

using	MeanVectorType = vnl_vector< double >

using	PixelType = typename TInputImage::PixelType

using	Pointer = SmartPointer< Self >

using	PointType = typename Superclass::PointType

using	Self = MahalanobisDistanceThresholdImageFunction

using	Superclass = ImageFunction< TInputImage, bool, TCoordRep >

Public Types inherited from itk::ImageFunction< TInputImage, bool, TCoordRep >
using	ConstPointer = SmartPointer< const Self >

using	ContinuousIndexType = ContinuousIndex< TCoordRep, Self::ImageDimension >

using	CoordRepType = TCoordRep

using	IndexType = typename InputImageType::IndexType

using	IndexValueType = typename InputImageType::IndexValueType

using	InputImageConstPointer = typename InputImageType::ConstPointer

using	InputImageType = TInputImage

using	InputPixelType = typename InputImageType::PixelType

using	OutputType = bool

using	Pointer = SmartPointer< Self >

using	PointType = Point< TCoordRep, Self::ImageDimension >

using	Self = ImageFunction

using	Superclass = FunctionBase< Point< TCoordRep, Self::ImageDimension >, bool >

Public Types inherited from itk::FunctionBase< Point< TCoordRep, TInputImage::ImageDimension >, bool >
using	ConstPointer = SmartPointer< const Self >

using	InputType = Point< TCoordRep, TInputImage::ImageDimension >

using	OutputType = bool

using	Pointer = SmartPointer< Self >

using	Self = FunctionBase

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

bool	Evaluate (const PointType &point) const override

bool	EvaluateAtContinuousIndex (const ContinuousIndexType &index) const override

bool	EvaluateAtIndex (const IndexType &index) const override

virtual double	EvaluateDistance (const PointType &point) const

virtual double	EvaluateDistanceAtIndex (const IndexType &index) const

virtual const CovarianceMatrixType &	GetCovariance () const

virtual const MeanVectorType &	GetMean () const

virtual const char *	GetNameOfClass () const

void	SetCovariance (const CovarianceMatrixType &cov)

void	SetMean (const MeanVectorType &mean)


virtual const double &	GetThreshold () const

virtual void	SetThreshold (double _arg)

Public Member Functions inherited from itk::ImageFunction< TInputImage, bool, TCoordRep >
void	ConvertContinuousIndexToNearestIndex (const ContinuousIndexType &cindex, IndexType &index) const

void	ConvertPointToContinuousIndex (const PointType &point, ContinuousIndexType &cindex) const

void	ConvertPointToNearestIndex (const PointType &point, IndexType &index) const

bool	Evaluate (const PointType &point) const override=0

virtual bool	EvaluateAtContinuousIndex (const ContinuousIndexType &index) const =0

virtual bool	EvaluateAtIndex (const IndexType &index) const =0

virtual const ContinuousIndexType &	GetEndContinuousIndex () const

virtual const IndexType &	GetEndIndex () const

const InputImageType *	GetInputImage () const

virtual const ContinuousIndexType &	GetStartContinuousIndex () const

virtual const IndexType &	GetStartIndex () const

virtual void	SetInputImage (const InputImageType *ptr)

virtual bool	IsInsideBuffer (const IndexType &index) const

virtual bool	IsInsideBuffer (const ContinuousIndexType &index) const

virtual bool	IsInsideBuffer (const PointType &point) const

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

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

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
virtual void	Delete ()

virtual int	GetReferenceCount () const

	itkCloneMacro (Self)

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

Static Public Member Functions
static Pointer	New ()

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

static void	GlobalWarningDisplayOff ()

static void	GlobalWarningDisplayOn ()

static Pointer	New ()

static void	SetGlobalWarningDisplay (bool flag)

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

static Pointer	New ()

Static Public Attributes
static constexpr unsigned int	ImageDimension = Superclass::ImageDimension

Static Public Attributes inherited from itk::ImageFunction< TInputImage, bool, TCoordRep >
static constexpr unsigned int	ImageDimension

Protected Member Functions
	MahalanobisDistanceThresholdImageFunction ()

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

	~MahalanobisDistanceThresholdImageFunction () override=default

Protected Member Functions inherited from itk::ImageFunction< TInputImage, bool, TCoordRep >
	ImageFunction ()

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

	~ImageFunction () override=default

Protected Member Functions inherited from itk::FunctionBase< Point< TCoordRep, TInputImage::ImageDimension >, bool >
	FunctionBase ()=default

	~FunctionBase () override=default

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

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

virtual void	SetTimeStamp (const TimeStamp &time)

	~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 Types
using	MahalanobisDistanceFunctionPointer = typename MahalanobisDistanceFunctionType::Pointer

using	MahalanobisDistanceFunctionType = Statistics::MahalanobisDistanceMembershipFunction< PixelType >

Private Attributes
CovarianceMatrixType	m_Covariance

MahalanobisDistanceFunctionPointer	m_MahalanobisDistanceMembershipFunction

MeanVectorType	m_Mean

double	m_Threshold

Additional Inherited Members
Protected Attributes inherited from itk::ImageFunction< TInputImage, bool, TCoordRep >
ContinuousIndexType	m_EndContinuousIndex

IndexType	m_EndIndex

InputImageConstPointer	m_Image

ContinuousIndexType	m_StartContinuousIndex

IndexType	m_StartIndex

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