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

Base class for kernel distance metrics. More...

#include <itkKernelInducedDistanceMetric.h>

Inheritance diagram for itk::Statistics::KernelInducedDistanceMetric< TVector >:

Collaboration diagram for itk::Statistics::KernelInducedDistanceMetric< TVector >:

Public Types
typedef SmartPointer< const Self >	ConstPointer
typedef Superclass::MeasurementVectorSizeType	MeasurementVectorSizeType
	Typedef to represent the length of each measurement vector.
typedef Superclass::MeasurementVectorType	MeasurementVectorType
	Typedef to represent the measurement vector type.
typedef Superclass::OriginType	OriginType
	Type of the origin.
typedef SmartPointer< Self >	Pointer
typedef KernelInducedDistanceMetric	Self
	Standard class typedefs.
typedef DistanceMetric< TVector >	Superclass
typedef itk::Statistics::MeasurementVectorTraitsTypes< MeasurementVectorType >::ValueType	ValueType
	Typedef for the component of a vector.

Public Member Functions
double	Evaluate (const MeasurementVectorType &x) const override=0
	Gets the distance between the origin and x.
virtual double	Evaluate (const MeasurementVectorType &x1, const MeasurementVectorType &x2) const override=0
	Gets the distance between x1 and x2.
virtual double	Evaluate (const ValueType &a, const ValueType &b) const =0
	Gets the coordinate distance between a and b.
	itkTypeMacro (KernelInducedDistanceMetric, DistanceMetric)
	Run-time type information (and related methods).

Protected Member Functions
	KernelInducedDistanceMetric ()
	Constructor.
virtual	~KernelInducedDistanceMetric ()
	Destructor.
void	PrintSelf (std::ostream &os, itk::Indent indent) const override
	Write the name-value pairs of the class data members to the supplied output stream.

Detailed Description

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

Base class for kernel distance metrics.

This class is derived from DistanceMetric class and declares common interfaces for kernel distance metrics.

As a function derived from DistanceMetric, users use Evaluate() method to get result.

Version

0.1

Author

Alberto Rey, Alfonso Castro and Bernardino Arcay. University of A Coruña. Spain

See also

DistanceMetric

RBFKernelInducedDistanceMetric

GRBFKernelInducedDistanceMetric

PolynomialKernelInducedDistanceMetric

Member Typedef Documentation

ConstPointer

template<class TVector >

SmartPointer< const Self > itk::Statistics::KernelInducedDistanceMetric< TVector >::ConstPointer

MeasurementVectorSizeType

template<class TVector >

Superclass::MeasurementVectorSizeType itk::Statistics::KernelInducedDistanceMetric< TVector >::MeasurementVectorSizeType

Typedef to represent the length of each measurement vector.

MeasurementVectorType

template<class TVector >

Superclass::MeasurementVectorType itk::Statistics::KernelInducedDistanceMetric< TVector >::MeasurementVectorType

Typedef to represent the measurement vector type.

OriginType

template<class TVector >

Superclass::OriginType itk::Statistics::KernelInducedDistanceMetric< TVector >::OriginType

Type of the origin.

Pointer

template<class TVector >

SmartPointer< Self > itk::Statistics::KernelInducedDistanceMetric< TVector >::Pointer

Self

template<class TVector >

KernelInducedDistanceMetric itk::Statistics::KernelInducedDistanceMetric< TVector >::Self

Standard class typedefs.

Superclass

template<class TVector >

DistanceMetric< TVector > itk::Statistics::KernelInducedDistanceMetric< TVector >::Superclass

ValueType

template<class TVector >

itk::Statistics::MeasurementVectorTraitsTypes<MeasurementVectorType>::ValueType itk::Statistics::KernelInducedDistanceMetric< TVector >::ValueType

Typedef for the component of a vector.

Constructor & Destructor Documentation

KernelInducedDistanceMetric()

template<class TVector >

itk::Statistics::KernelInducedDistanceMetric< TVector >::KernelInducedDistanceMetric ( )

protected

Constructor.

~KernelInducedDistanceMetric()

template<class TVector >

virtual itk::Statistics::KernelInducedDistanceMetric< TVector >::~KernelInducedDistanceMetric ( )

inlineprotectedvirtual

Destructor.

Member Function Documentation

Evaluate() [1/3]

template<class TVector >

double itk::Statistics::KernelInducedDistanceMetric< TVector >::Evaluate ( const MeasurementVectorType & x ) const

overridepure virtual

Gets the distance between the origin and x.

Implemented in itk::Statistics::GRBFKernelInducedDistanceMetric< TVector >, and itk::Statistics::RBFKernelInducedDistanceMetric< TVector >.

Evaluate() [2/3]

template<class TVector >

virtual double itk::Statistics::KernelInducedDistanceMetric< TVector >::Evaluate ( const MeasurementVectorType & x1, const MeasurementVectorType & x2 ) const

overridepure virtual

Gets the distance between x1 and x2.

Implemented in itk::Statistics::GRBFKernelInducedDistanceMetric< TVector >, and itk::Statistics::RBFKernelInducedDistanceMetric< TVector >.

Evaluate() [3/3]

template<class TVector >

virtual double itk::Statistics::KernelInducedDistanceMetric< TVector >::Evaluate ( const ValueType & a, const ValueType & b ) const

pure virtual

Gets the coordinate distance between a and b.

NOTE: a and b should be type of component.

Implemented in itk::Statistics::GRBFKernelInducedDistanceMetric< TVector >, and itk::Statistics::RBFKernelInducedDistanceMetric< TVector >.

itkTypeMacro()

template<class TVector >

itk::Statistics::KernelInducedDistanceMetric< TVector >::itkTypeMacro	(	KernelInducedDistanceMetric< TVector >	,
		DistanceMetric	)

Run-time type information (and related methods).

PrintSelf()

template<class TVector >

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

overrideprotected

Write the name-value pairs of the class data members to the supplied output stream.

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

• Toolkit/FuzzyCMeans/itkKernelInducedDistanceMetric.h