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itk::Statistics::MahalanobisDistanceMembershipFunction< TVector > Class Template Reference

MahalanobisDistanceMembershipFunction class represents MahalanobisDistance Density Function. More...

#include <itkMahalanobisDistanceMembershipFunction.h>

Inheritance diagram for itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >:
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Collaboration diagram for itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >:
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List of all members.

Public Types

typedef SmartPointer< const SelfConstPointer
typedef SmartPointer< const SelfConstPointer
typedef vnl_matrix< double > CovarianceMatrixType
typedef vnl_matrix< double > CovarianceMatrixType
typedef TVector InputType
typedef vnl_vector< double > MeanVectorType
typedef vnl_vector< double > MeanVectorType
typedef
Superclass::MeasurementVectorSizeType 
MeasurementVectorSizeType
typedef
Superclass::MeasurementVectorSizeType 
MeasurementVectorSizeType
typedef TVector MeasurementVectorType
typedef TVector MeasurementVectorType
typedef double OutputType
typedef SmartPointer< SelfPointer
typedef SmartPointer< SelfPointer
typedef
MahalanobisDistanceMembershipFunction 
Self
typedef
MahalanobisDistanceMembershipFunction 
Self
typedef MembershipFunctionBase
< TVector > 
Superclass
typedef MembershipFunctionBase
< TVector > 
Superclass

Public Member Functions

virtual LightObject::Pointer CreateAnother () const
virtual void DebugOff () const
virtual void DebugOn () const
virtual void Delete ()
virtual double Evaluate (const TVector &x) const =0
double Evaluate (const MeasurementVectorType &measurement) const
double Evaluate (const MeasurementVectorType &measurement) const
virtual OutputType Evaluate (const InputType &input) const =0
virtual double Evaluate (const MeasurementVectorType &x) const =0
CommandGetCommand (unsigned long tag)
virtual const
CovarianceMatrixType
GetCovariance ()
virtual const
CovarianceMatrixType
GetCovariance ()
bool GetDebug () const
virtual const
CovarianceMatrixType
GetInverseCovariance ()
virtual const
CovarianceMatrixType
GetInverseCovariance ()
const MeanVectorTypeGetMean () const
const MeanVectorTypeGetMean () const
virtual MeasurementVectorSizeType GetMeasurementVectorSize () const
const MetaDataDictionaryGetMetaDataDictionary (void) const
MetaDataDictionaryGetMetaDataDictionary (void)
virtual unsigned long GetMTime () const
virtual double GetNumberOfSamples () const
virtual double GetNumberOfSamples ()
virtual int GetReferenceCount () const
bool HasObserver (const EventObject &event) const
void InvokeEvent (const EventObject &)
void InvokeEvent (const EventObject &) const
virtual void Modified () const
void Print (std::ostream &os, Indent indent=0) const
virtual void Register () const
void RemoveAllObservers ()
void RemoveObserver (unsigned long tag)
void SetCovariance (const CovarianceMatrixType &cov)
void SetCovariance (const CovarianceMatrixType &cov)
void SetDebug (bool debugFlag) const
void SetInverseCovariance (const CovarianceMatrixType &invcov)
void SetInverseCovariance (const CovarianceMatrixType &invcov)
virtual void SetMeasurementVectorSize (MeasurementVectorSizeType)
virtual void SetMeasurementVectorSize (const MeasurementVectorSizeType)
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
virtual void SetNumberOfSamples (double _arg)
virtual void SetNumberOfSamples (double _arg)
virtual void SetReferenceCount (int)
virtual void UnRegister () const

void SetMean (const MeanVectorType &mean)
void SetMean (const Array< double > &mean)

void SetMean (const MeanVectorType &mean)
void SetMean (const Array< double > &mean)

virtual void SetMeasurementVectorSize (MeasurementVectorSizeType _arg)
virtual MeasurementVectorSizeType GetMeasurementVectorSize () const

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

Static Public Member Functions

static void BreakOnError ()

static void SetGlobalWarningDisplay (bool flag)
static bool GetGlobalWarningDisplay ()
static void GlobalWarningDisplayOn ()
static void GlobalWarningDisplayOff ()

Protected Types

typedef int InternalReferenceCountType

Protected Member Functions

 MahalanobisDistanceMembershipFunction (void)
 MahalanobisDistanceMembershipFunction (void)
bool PrintObservers (std::ostream &os, Indent indent) const
void PrintSelf (std::ostream &os, Indent indent) const
void PrintSelf (std::ostream &os, Indent indent) const
virtual ~MahalanobisDistanceMembershipFunction (void)
virtual ~MahalanobisDistanceMembershipFunction (void)

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

Protected Attributes

MeasurementVectorSizeType m_MeasurementVectorSize
InternalReferenceCountType m_ReferenceCount
SimpleFastMutexLock m_ReferenceCountLock



virtual const char * GetNameOfClass () const
static Pointer New ()



virtual const char * GetNameOfClass () const
static Pointer New ()

Detailed Description

template<class TVector>
class itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >

MahalanobisDistanceMembershipFunction class represents MahalanobisDistance Density Function.

This class keeps parameter to define MahalanobisDistance Density Function and has method to return the probability density of an instance. MeasurementVectorSize is the dimension of measurement space. double is type of measurement.

Definition at line 44 of file Numerics/Statistics/itkMahalanobisDistanceMembershipFunction.h.


Member Typedef Documentation

template<class TVector >
typedef SmartPointer<const Self> itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::ConstPointer
template<class TVector >
typedef SmartPointer<const Self> itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::ConstPointer
template<class TVector >
typedef vnl_matrix<double> itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::CovarianceMatrixType

Type used for representing the covariance matrix

Definition at line 69 of file Numerics/Statistics/itkMahalanobisDistanceMembershipFunction.h.

template<class TVector >
typedef vnl_matrix<double> itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::CovarianceMatrixType

Type used for representing the covariance matrix

Definition at line 69 of file Review/Statistics/itkMahalanobisDistanceMembershipFunction.h.

typedef TVector itk::FunctionBase< TVector , double >::InputType [inherited]

Input type

Definition at line 54 of file itkFunctionBase.h.

typedef int itk::LightObject::InternalReferenceCountType [protected, inherited]

Define the type of the reference count according to the target. This allows the use of atomic operations

Definition at line 139 of file itkLightObject.h.

template<class TVector >
typedef vnl_vector<double> itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::MeanVectorType

Type used for representing the mean vector

Definition at line 66 of file Numerics/Statistics/itkMahalanobisDistanceMembershipFunction.h.

template<class TVector >
typedef vnl_vector<double> itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::MeanVectorType

Type used for representing the mean vector

Definition at line 66 of file Review/Statistics/itkMahalanobisDistanceMembershipFunction.h.

Typedef to represent the length of measurement vectors

Reimplemented from itk::Statistics::MembershipFunctionBase< TVector >.

Definition at line 63 of file Numerics/Statistics/itkMahalanobisDistanceMembershipFunction.h.

Typedef to represent the length of measurement vectors

Reimplemented from itk::Statistics::MembershipFunctionBase< TVector >.

Definition at line 63 of file Review/Statistics/itkMahalanobisDistanceMembershipFunction.h.

template<class TVector >
typedef TVector itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::MeasurementVectorType

Typedef alias for the measurement vectors

Reimplemented from itk::Statistics::MembershipFunctionBase< TVector >.

Definition at line 56 of file Numerics/Statistics/itkMahalanobisDistanceMembershipFunction.h.

template<class TVector >
typedef TVector itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::MeasurementVectorType

Typedef alias for the measurement vectors

Reimplemented from itk::Statistics::MembershipFunctionBase< TVector >.

Definition at line 56 of file Review/Statistics/itkMahalanobisDistanceMembershipFunction.h.

typedef double itk::FunctionBase< TVector , double >::OutputType [inherited]

Output type

Definition at line 60 of file itkFunctionBase.h.

Standard class typedefs

Reimplemented from itk::Statistics::MembershipFunctionBase< TVector >.

Definition at line 49 of file Review/Statistics/itkMahalanobisDistanceMembershipFunction.h.

Standard class typedefs

Reimplemented from itk::Statistics::MembershipFunctionBase< TVector >.

Definition at line 49 of file Numerics/Statistics/itkMahalanobisDistanceMembershipFunction.h.

template<class TVector >
typedef MembershipFunctionBase< TVector > itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::Superclass
template<class TVector >
typedef MembershipFunctionBase< TVector > itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::Superclass

Constructor & Destructor Documentation

template<class TVector >
itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::MahalanobisDistanceMembershipFunction ( void   )  [protected]
template<class TVector >
virtual itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::~MahalanobisDistanceMembershipFunction ( void   )  [inline, protected, virtual]
template<class TVector >
itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::MahalanobisDistanceMembershipFunction ( void   )  [protected]
template<class TVector >
virtual itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::~MahalanobisDistanceMembershipFunction ( void   )  [inline, protected, virtual]

Member Function Documentation

unsigned long itk::Object::AddObserver ( const EventObject event,
Command  
) [inherited]

Allow people to add/remove/invoke observers (callbacks) to any ITK object. This is an implementation of the subject/observer design pattern. An observer is added by specifying an event to respond to and an itk::Command to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the Command becomes the responsibility of this object, so don't pass the same instance of a command to two different objects

unsigned long itk::Object::AddObserver ( const EventObject event,
Command  
) const [inherited]

Allow people to add/remove/invoke observers (callbacks) to any ITK object. This is an implementation of the subject/observer design pattern. An observer is added by specifying an event to respond to and an itk::Command to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the Command becomes the responsibility of this object, so don't pass the same instance of a command to two different objects

static void itk::LightObject::BreakOnError (  )  [static, inherited]

This method is called when itkExceptionMacro executes. It allows the debugger to break on error.

virtual LightObject::Pointer itk::Object::CreateAnother (  )  const [virtual, inherited]
virtual void itk::Object::DebugOff (  )  const [virtual, inherited]

Turn debugging output off.

virtual void itk::Object::DebugOn (  )  const [virtual, inherited]

Turn debugging output on.

virtual void itk::LightObject::Delete (  )  [virtual, inherited]

Delete an itk object. This method should always be used to delete an object when the new operator was used to create it. Using the C delete method will not work with reference counting.

template<class TVector >
double itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::Evaluate ( const MeasurementVectorType measurement  )  const

Method to get probability of an instance. The return value is the value of the density function, not probability.

template<class TVector >
double itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::Evaluate ( const MeasurementVectorType measurement  )  const

Method to get probability of an instance. The return value is the value of the density function, not probability.

template<class TVector>
virtual double itk::Statistics::MembershipFunctionBase< TVector >::Evaluate ( const MeasurementVectorType x  )  const [pure virtual, inherited]

Method to get membership score (discriminant score) of an entity.

Implemented in itk::Statistics::DistanceMetric< ParameterType >, and itk::Statistics::EuclideanDistanceMetric< ParameterType >.

template<class TVector>
virtual double itk::Statistics::MembershipFunctionBase< TVector >::Evaluate ( const TVector &  x  )  const [pure virtual, inherited]
virtual OutputType itk::FunctionBase< TVector , double >::Evaluate ( const InputType input  )  const [pure virtual, inherited]

Evaluate at the specified input position

Command* itk::Object::GetCommand ( unsigned long  tag  )  [inherited]

Get the command associated with the given tag. NOTE: This returns a pointer to a Command, but it is safe to asign this to a Command::Pointer. Since Command inherits from LightObject, at this point in the code, only a pointer or a reference to the Command can be used.

template<class TVector >
virtual const CovarianceMatrixType& itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::GetCovariance (  )  [virtual]

Method to get covariance matrix

template<class TVector >
virtual const CovarianceMatrixType& itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::GetCovariance (  )  [virtual]

Method to get covariance matrix

bool itk::Object::GetDebug (  )  const [inherited]

Get the value of the debug flag.

static bool itk::Object::GetGlobalWarningDisplay (  )  [static, inherited]

This is a global flag that controls whether any debug, warning or error messages are displayed.

template<class TVector >
virtual const CovarianceMatrixType& itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::GetInverseCovariance (  )  [virtual]

Method to get covariance matrix

template<class TVector >
virtual const CovarianceMatrixType& itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::GetInverseCovariance (  )  [virtual]

Method to get covariance matrix

template<class TVector >
const MeanVectorType& itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::GetMean (  )  const

Method to get mean

template<class TVector >
const MeanVectorType& itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::GetMean (  )  const

Method to get mean

template<class TVector>
virtual MeasurementVectorSizeType itk::Statistics::MembershipFunctionBase< TVector >::GetMeasurementVectorSize (  )  const [virtual, inherited]

Set/Get Macros to set the length of each measurement vector.

Reimplemented in itk::Statistics::DistanceMetric< TVector >, and itk::Statistics::DistanceMetric< ParameterType >.

template<class TVector>
virtual MeasurementVectorSizeType itk::Statistics::MembershipFunctionBase< TVector >::GetMeasurementVectorSize (  )  const [virtual, inherited]

Get method for the length of the measurement vector

Reimplemented in itk::Statistics::DistanceMetric< TVector >, and itk::Statistics::DistanceMetric< ParameterType >.

MetaDataDictionary& itk::Object::GetMetaDataDictionary ( void   )  [inherited]
Returns:
A reference to this objects MetaDataDictionary.
Warning:
This reference may be changed.
const MetaDataDictionary& itk::Object::GetMetaDataDictionary ( void   )  const [inherited]
Returns:
A constant reference to this objects MetaDataDictionary.
virtual unsigned long itk::Object::GetMTime (  )  const [virtual, inherited]

Return this objects modified time.

Reimplemented in itk::ImageRegistrationMethod< TFixedImage, TMovingImage >, itk::ImageToSpatialObjectRegistrationMethod< TFixedImage, TMovingSpatialObject >, itk::MultiResolutionImageRegistrationMethod< TFixedImage, TMovingImage >, itk::PointSetToImageRegistrationMethod< TFixedPointSet, TMovingImage >, itk::PointSetToPointSetRegistrationMethod< TFixedPointSet, TMovingPointSet >, itk::DeformationFieldSource< TOutputImage >, itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer >, itk::ImageAdaptor< TImage, TAccessor >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::TransformToDeformationFieldSource< TOutputImage, TTransformPrecisionType >, itk::ImageSpatialObject< TDimension, TPixelType >, itk::MeshSpatialObject< TMesh >, itk::SceneSpatialObject< TSpaceDimension >, itk::SpatialObject< TDimension >, itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > >, itk::ImageAdaptor< TImage, Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< VectorImage< TPixelType, Dimension >, Accessor::VectorImageToImagePixelAccessor< TPixelType > >, itk::ImageAdaptor< TImage, Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AddPixelAccessor< TImage::PixelType > >, itk::ImageSpatialObject< TDimension, unsigned char >, itk::SpatialObject< 3 >, and itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >.

Referenced by itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >::GetObjectMTime().

template<class TVector >
virtual const char* itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::GetNameOfClass (  )  const [virtual]

Strandard macros

Reimplemented from itk::Statistics::MembershipFunctionBase< TVector >.

template<class TVector >
virtual const char* itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::GetNameOfClass (  )  const [virtual]

Strandard macros

Reimplemented from itk::Statistics::MembershipFunctionBase< TVector >.

template<class TVector >
virtual double itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::GetNumberOfSamples (  )  const [virtual]

Method to get the number of samples

template<class TVector >
virtual double itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::GetNumberOfSamples (  )  [virtual]

Method to get the number of samples

virtual int itk::LightObject::GetReferenceCount (  )  const [inline, virtual, inherited]

Gets the reference count on this object.

Definition at line 106 of file itkLightObject.h.

static void itk::Object::GlobalWarningDisplayOff (  )  [inline, static, inherited]

This is a global flag that controls whether any debug, warning or error messages are displayed.

Definition at line 100 of file itkObject.h.

References itk::Object::SetGlobalWarningDisplay().

static void itk::Object::GlobalWarningDisplayOn (  )  [inline, static, inherited]

This is a global flag that controls whether any debug, warning or error messages are displayed.

Definition at line 98 of file itkObject.h.

References itk::Object::SetGlobalWarningDisplay().

bool itk::Object::HasObserver ( const EventObject event  )  const [inherited]

Return true if an observer is registered for this event.

void itk::Object::InvokeEvent ( const EventObject  )  const [inherited]

Call Execute on all the Commands observing this event id. The actions triggered by this call doesn't modify this object.

void itk::Object::InvokeEvent ( const EventObject  )  [inherited]

Call Execute on all the Commands observing this event id.

virtual void itk::Object::Modified (  )  const [virtual, inherited]

Update the modification time for this object. Many filters rely on the modification time to determine if they need to recompute their data.

Reimplemented in itk::NormalizeImageFilter< TInputImage, TOutputImage >, itk::ImageAdaptor< TImage, TAccessor >, itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, TFilter >, itk::GrayscaleDilateImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleErodeImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleMorphologicalClosingImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleMorphologicalOpeningImageFilter< TInputImage, TOutputImage, TKernel >, itk::MorphologicalGradientImageFilter< TInputImage, TOutputImage, TKernel >, itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > >, itk::ImageAdaptor< TImage, Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< VectorImage< TPixelType, Dimension >, Accessor::VectorImageToImagePixelAccessor< TPixelType > >, itk::ImageAdaptor< TImage, Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AddPixelAccessor< TImage::PixelType > >, and itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, RankImageFilter< TInputImage, TInputImage, FlatStructuringElement< ::itk::GetImageDimension< TInputImage >::ImageDimension > > >.

Referenced by itk::NarrowBandImageFilterBase< TInputImage, Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::InsertNarrowBandNode(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetMatrix(), itk::NarrowBandImageFilterBase< TInputImage, Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBand(), itk::NarrowBandImageFilterBase< TInputImage, Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBandInnerRadius(), itk::NarrowBandImageFilterBase< TInputImage, Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBandTotalRadius(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetOffset(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetRealThresholds(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetThresholds(), itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >::SetTotalObservedScale(), and itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation().

template<class TVector >
static Pointer itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::New (  )  [static]

Strandard macros

Reimplemented from itk::Object.

template<class TVector >
static Pointer itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::New (  )  [static]

Strandard macros

Reimplemented from itk::Object.

void itk::LightObject::Print ( std::ostream &  os,
Indent  indent = 0 
) const [inherited]

Cause the object to print itself out.

Referenced by itk::WeakPointer< ProcessObject >::Print().

virtual void itk::LightObject::PrintHeader ( std::ostream &  os,
Indent  indent 
) const [protected, virtual, inherited]

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.

bool itk::Object::PrintObservers ( std::ostream &  os,
Indent  indent 
) const [protected, inherited]
template<class TVector >
void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const [protected, virtual]

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::Statistics::MembershipFunctionBase< TVector >.

template<class TVector >
void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const [protected, virtual]

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::Statistics::MembershipFunctionBase< TVector >.

virtual void itk::LightObject::PrintTrailer ( std::ostream &  os,
Indent  indent 
) const [protected, virtual, inherited]

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.

virtual void itk::Object::Register (  )  const [virtual, inherited]

Increase the reference count (mark as used by another object).

Reimplemented from itk::LightObject.

void itk::Object::RemoveAllObservers (  )  [inherited]

Remove all observers .

void itk::Object::RemoveObserver ( unsigned long  tag  )  [inherited]

Remove the observer with this tag value.

template<class TVector >
void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetCovariance ( const CovarianceMatrixType cov  ) 

Method to set covariance matrix Also, this function calculates inverse covariance and pre factor of MahalanobisDistance Distribution to speed up GetProbability

template<class TVector >
void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetCovariance ( const CovarianceMatrixType cov  ) 

Method to set covariance matrix Also, this function calculates inverse covariance and pre factor of MahalanobisDistance Distribution to speed up GetProbability

void itk::Object::SetDebug ( bool  debugFlag  )  const [inherited]

Set the value of the debug flag. A non-zero value turns debugging on.

static void itk::Object::SetGlobalWarningDisplay ( bool  flag  )  [static, inherited]

This is a global flag that controls whether any debug, warning or error messages are displayed.

Referenced by itk::Object::GlobalWarningDisplayOff(), and itk::Object::GlobalWarningDisplayOn().

template<class TVector >
void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetInverseCovariance ( const CovarianceMatrixType invcov  ) 

Method to set covariance matrix Also, this function calculates inverse covariance and pre factor of MahalanobisDistance Distribution to speed up GetProbability

template<class TVector >
void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetInverseCovariance ( const CovarianceMatrixType invcov  ) 

Method to set covariance matrix Also, this function calculates inverse covariance and pre factor of MahalanobisDistance Distribution to speed up GetProbability

template<class TVector >
void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetMean ( const Array< double > &  mean  ) 

Method to set mean

template<class TVector >
void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetMean ( const MeanVectorType mean  ) 

Method to set mean

template<class TVector >
void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetMean ( const Array< double > &  mean  ) 

Method to set mean

template<class TVector >
void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetMean ( const MeanVectorType mean  ) 

Method to set mean

template<class TVector>
virtual void itk::Statistics::MembershipFunctionBase< TVector >::SetMeasurementVectorSize ( MeasurementVectorSizeType  _arg  )  [virtual, inherited]

Set/Get Macros to set the length of each measurement vector.

Reimplemented in itk::Statistics::DistanceMetric< ParameterType >, and itk::Statistics::DistanceMetric< ParameterType >.

template<class TVector >
virtual void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetMeasurementVectorSize ( MeasurementVectorSizeType   )  [virtual]

Set the length of each measurement vector.

template<class TVector >
virtual void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetMeasurementVectorSize ( const   MeasurementVectorSizeType  )  [virtual]

Set the length of each measurement vector.

void itk::Object::SetMetaDataDictionary ( const MetaDataDictionary rhs  )  [inherited]
Returns:
Set the MetaDataDictionary
template<class TVector >
virtual void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetNumberOfSamples ( double  _arg  )  [virtual]

Method to set the number of samples

template<class TVector >
virtual void itk::Statistics::MahalanobisDistanceMembershipFunction< TVector >::SetNumberOfSamples ( double  _arg  )  [virtual]

Method to set the number of samples

virtual void itk::Object::SetReferenceCount ( int   )  [virtual, inherited]

Sets the reference count (use with care)

Reimplemented from itk::LightObject.

virtual void itk::Object::UnRegister (  )  const [virtual, inherited]

Decrease the reference count (release by another object).

Reimplemented from itk::LightObject.


Member Data Documentation

template<class TVector>
MeasurementVectorSizeType itk::Statistics::MembershipFunctionBase< TVector >::m_MeasurementVectorSize [protected, inherited]

Number of uses of this object by other objects.

Definition at line 144 of file itkLightObject.h.

Mutex lock to protect modification to the reference count

Definition at line 147 of file itkLightObject.h.


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

Generated at Tue Jul 13 2010 04:08:11 for ITK by doxygen 1.7.1 written by Dimitri van Heesch, © 1997-2000