#include <otbGaussianModelComponent.h>

Inheritance diagram for otb::Statistics::GaussianModelComponent< TSample >:

Collaboration diagram for otb::Statistics::GaussianModelComponent< TSample >:

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer

typedef itk::SmartPointer< Self >	Pointer

typedef GaussianModelComponent	Self

typedef ModelComponentBase< TSample >	Superclass

Public Types inherited from otb::Statistics::ModelComponentBase< TSample >
typedef itk::SmartPointer< const Self >	ConstPointer

typedef itk::SmartPointer< Self >	Pointer

typedef ModelComponentBase	Self

typedef itk::Object	Superclass

typedef TSample::MeasurementVectorType	MeasurementVectorType

typedef TSample::MeasurementVectorSizeType	MeasurementVectorSizeType

typedef itk::Statistics::MembershipFunctionBase< MeasurementVectorType >	MembershipFunctionType

typedef itk::Array< double >	ParametersType

typedef Superclass::MeasurementVectorType	MeasurementVectorType

typedef Superclass::MeasurementVectorSizeType	MeasurementVectorSizeType

typedef Superclass::MembershipFunctionType	MembershipFunctionType

typedef Superclass::ParametersType	ParametersType

typedef itk::Statistics::GaussianMembershipFunction< MeasurementVectorType >	NativeMembershipFunctionType

typedef NativeMembershipFunctionType::MeanVectorType	MeanVectorType

typedef itk::Statistics::CovarianceSampleFilter< TSample >	CovarianceEstimatorType

typedef CovarianceEstimatorType::MatrixType	CovarianceType

NativeMembershipFunctionType::Pointer	m_GaussianMembershipFunction

CovarianceEstimatorType::Pointer	m_CovarianceEstimator

MeanVectorType	m_Mean

CovarianceType	m_Covariance

static Pointer	New ()

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

virtual const char *	GetNameOfClass () const

void	SetSample (const TSample *sample) override

void	SetParameters (const ParametersType &parameters)

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

	GaussianModelComponent ()

	~GaussianModelComponent () override

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

void	GenerateData () override

	GaussianModelComponent (const Self &)=delete

void	operator= (const Self &)=delete

Additional Inherited Members
Public Member Functions inherited from otb::Statistics::ModelComponentBase< TSample >
virtual ::itk::LightObject::Pointer	CreateAnother (void) const

const TSample *	GetSample () const

MembershipFunctionType *	GetPdfMembershipFunction ()

MembershipFunctionType *	GetCdfMembershipFunction ()

void	SetCdfMembershipFunction (MembershipFunctionType *function)

void	SetParameters (const ParametersType &parameters)

ParametersType	GetParameters ()

double	Evaluate (MeasurementVectorType &measurements)

double	Pdf (MeasurementVectorType &measurements)

double	Cdf (MeasurementVectorType &measurements)

virtual void	Update ()

Static Public Member Functions inherited from otb::Statistics::ModelComponentBase< TSample >
static Pointer	New ()

Protected Member Functions inherited from otb::Statistics::ModelComponentBase< TSample >
	ModelComponentBase ()

	~ModelComponentBase () override

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

void	SetPdfMembershipFunction (MembershipFunctionType *function)

int	IsSampleModified ()

Protected Attributes inherited from otb::Statistics::ModelComponentBase< TSample >
ParametersType	m_Parameters

MembershipFunctionType *	m_PdfFunction

MembershipFunctionType *	m_CdfFunction

int	m_SampleModified

Detailed Description

template<class TSample>
class otb::Statistics::GaussianModelComponent< TSample >

is a component (derived from ModelComponentBase) for Gaussian class. This class is used in SEMClassifier

Recent API changes: N/A

See also: ModelComponentBase, SEMClassifier

Definition at line 48 of file otbGaussianModelComponent.h.

Member Typedef Documentation

◆ ConstPointer

template<class TSample >

typedef itk::SmartPointer<const Self> otb::Statistics::GaussianModelComponent< TSample >::ConstPointer

Definition at line 55 of file otbGaussianModelComponent.h.

◆ CovarianceEstimatorType

template<class TSample >

typedef itk::Statistics::CovarianceSampleFilter<TSample> otb::Statistics::GaussianModelComponent< TSample >::CovarianceEstimatorType

Types of the mean and the covariance calculator that will update this component's distribution parameters

Definition at line 74 of file otbGaussianModelComponent.h.

◆ CovarianceType

template<class TSample >

typedef CovarianceEstimatorType::MatrixType otb::Statistics::GaussianModelComponent< TSample >::CovarianceType

types of the covariance to be used by the NativeMembershipFunctionType

Definition at line 78 of file otbGaussianModelComponent.h.

◆ MeanVectorType

template<class TSample >

typedef NativeMembershipFunctionType::MeanVectorType otb::Statistics::GaussianModelComponent< TSample >::MeanVectorType

Typedefs from the superclass

Definition at line 70 of file otbGaussianModelComponent.h.

◆ MeasurementVectorSizeType

template<class TSample >

typedef Superclass::MeasurementVectorSizeType otb::Statistics::GaussianModelComponent< TSample >::MeasurementVectorSizeType

Typedefs from the superclass

Definition at line 64 of file otbGaussianModelComponent.h.

◆ MeasurementVectorType

template<class TSample >

typedef Superclass::MeasurementVectorType otb::Statistics::GaussianModelComponent< TSample >::MeasurementVectorType

Typedefs from the superclass

Definition at line 59 of file otbGaussianModelComponent.h.

◆ MembershipFunctionType

template<class TSample >

typedef Superclass::MembershipFunctionType otb::Statistics::GaussianModelComponent< TSample >::MembershipFunctionType

Typedefs from the superclass

Definition at line 65 of file otbGaussianModelComponent.h.

◆ NativeMembershipFunctionType

template<class TSample >

typedef itk::Statistics::GaussianMembershipFunction<MeasurementVectorType> otb::Statistics::GaussianModelComponent< TSample >::NativeMembershipFunctionType

Type of the membership function. Gaussian density function

Definition at line 69 of file otbGaussianModelComponent.h.

◆ ParametersType

template<class TSample >

typedef Superclass::ParametersType otb::Statistics::GaussianModelComponent< TSample >::ParametersType

Typedefs from the superclass

Definition at line 66 of file otbGaussianModelComponent.h.

◆ Pointer

template<class TSample >

typedef itk::SmartPointer<Self> otb::Statistics::GaussianModelComponent< TSample >::Pointer

Definition at line 54 of file otbGaussianModelComponent.h.

◆ Self

template<class TSample >

typedef GaussianModelComponent otb::Statistics::GaussianModelComponent< TSample >::Self

Standard class typedefs.

Definition at line 52 of file otbGaussianModelComponent.h.

◆ Superclass

template<class TSample >

typedef ModelComponentBase<TSample> otb::Statistics::GaussianModelComponent< TSample >::Superclass

Definition at line 53 of file otbGaussianModelComponent.h.

Constructor & Destructor Documentation

◆ GaussianModelComponent() [1/2]

template<class TSample >

otb::Statistics::GaussianModelComponent< TSample >::GaussianModelComponent

protected

Typedefs from the superclass

Definition at line 37 of file otbGaussianModelComponent.hxx.

◆ ~GaussianModelComponent()

template<class TSample >

otb::Statistics::GaussianModelComponent< TSample >::~GaussianModelComponent ( )

inlineoverrideprotected

Typedefs from the superclass

Definition at line 92 of file otbGaussianModelComponent.h.

◆ GaussianModelComponent() [2/2]

template<class TSample >

otb::Statistics::GaussianModelComponent< TSample >::GaussianModelComponent ( const Self & )

privatedelete

Typedefs from the superclass

Member Function Documentation

◆ CreateAnother()

template<class TSample >

virtual::itk::LightObject::Pointer otb::Statistics::GaussianModelComponent< TSample >::CreateAnother ( void ) const

Typedefs from the superclass

◆ GenerateData()

template<class TSample >

void otb::Statistics::GaussianModelComponent< TSample >::GenerateData

overrideprotectedvirtual

Typedefs from the superclass

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 125 of file otbGaussianModelComponent.hxx.

◆ GetNameOfClass()

template<class TSample >

virtual const char* otb::Statistics::GaussianModelComponent< TSample >::GetNameOfClass ( ) const

virtual

Typedefs from the superclass

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

◆ New()

template<class TSample >

static Pointer otb::Statistics::GaussianModelComponent< TSample >::New ( )

static

Standard Macros

◆ operator=()

template<class TSample >

void otb::Statistics::GaussianModelComponent< TSample >::operator= ( const Self & )

privatedelete

Typedefs from the superclass

◆ PrintSelf()

template<class TSample >

void otb::Statistics::GaussianModelComponent< TSample >::PrintSelf	(	std::ostream &	os,
		itk::Indent	indent
	)		const

overrideprotected

Typedefs from the superclass

Definition at line 44 of file otbGaussianModelComponent.hxx.

◆ SetParameters()

template<class TSample >

void otb::Statistics::GaussianModelComponent< TSample >::SetParameters ( const ParametersType & parameters )

Sets the component's distribution parameters. e.g. Then user can call directly Pdf( MeasurementVectorType & )

Definition at line 96 of file otbGaussianModelComponent.hxx.

◆ SetSample()

template<class TSample >

void otb::Statistics::GaussianModelComponent< TSample >::SetSample ( const TSample * sample )

overridevirtual

Sets the input sample

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 72 of file otbGaussianModelComponent.hxx.

◆ ShowParameters()

template<class TSample >

void otb::Statistics::GaussianModelComponent< TSample >::ShowParameters	(	std::ostream &	os,
		itk::Indent	indent
	)		const

overridevirtual

Show the parameters in a minimal form in comparison to PrintSelf

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 54 of file otbGaussianModelComponent.hxx.

Member Data Documentation

◆ m_Covariance

template<class TSample >

CovarianceType otb::Statistics::GaussianModelComponent< TSample >::m_Covariance

private

Typedefs from the superclass

Definition at line 108 of file otbGaussianModelComponent.h.

◆ m_CovarianceEstimator

template<class TSample >

CovarianceEstimatorType::Pointer otb::Statistics::GaussianModelComponent< TSample >::m_CovarianceEstimator

private

Typedefs from the superclass

Definition at line 105 of file otbGaussianModelComponent.h.

◆ m_GaussianMembershipFunction

template<class TSample >

NativeMembershipFunctionType::Pointer otb::Statistics::GaussianModelComponent< TSample >::m_GaussianMembershipFunction

private

Typedefs from the superclass

Definition at line 103 of file otbGaussianModelComponent.h.

◆ m_Mean

template<class TSample >

MeanVectorType otb::Statistics::GaussianModelComponent< TSample >::m_Mean

private

Typedefs from the superclass

Definition at line 107 of file otbGaussianModelComponent.h.

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

Public Types

Additional Inherited Members

Detailed Description

template<class TSample> class otb::Statistics::GaussianModelComponent< TSample >

Member Typedef Documentation

◆ ConstPointer

◆ CovarianceEstimatorType

◆ CovarianceType

◆ MeanVectorType

◆ MeasurementVectorSizeType

◆ MeasurementVectorType

◆ MembershipFunctionType

◆ NativeMembershipFunctionType

◆ ParametersType

◆ Pointer

◆ Self

◆ Superclass

Constructor & Destructor Documentation

◆ GaussianModelComponent() [1/2]

◆ ~GaussianModelComponent()

◆ GaussianModelComponent() [2/2]

Member Function Documentation

◆ CreateAnother()

◆ GenerateData()

◆ GetNameOfClass()

◆ New()

◆ operator=()

◆ PrintSelf()

◆ SetParameters()

◆ SetSample()

◆ ShowParameters()

Member Data Documentation

◆ m_Covariance

◆ m_CovarianceEstimator

◆ m_GaussianMembershipFunction

◆ m_Mean

template<class TSample>
class otb::Statistics::GaussianModelComponent< TSample >