otb::MRFSampler< TInput1, TInput2 > Class Template Reference

#include <otbMRFSampler.h>

Inheritance diagram for otb::MRFSampler< TInput1, TInput2 >:

Collaboration diagram for otb::MRFSampler< TInput1, TInput2 >:

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer
typedef EnergyFidelityType::Pointer	EnergyFidelityPointer
typedef MRFEnergy< TInput1, TInput2 >	EnergyFidelityType
typedef EnergyRegularizationType::Pointer	EnergyRegularizationPointer
typedef MRFEnergy< TInput2, TInput2 >	EnergyRegularizationType
typedef itk::ConstNeighborhoodIterator< TInput1 >	InputImageNeighborhoodIterator
typedef TInput1::PixelType	InputImagePixelType
typedef itk::NeighborhoodIterator< TInput2 >	LabelledImageNeighborhoodIterator
typedef TInput2::PixelType	LabelledImagePixelType
typedef itk::SmartPointer< Self >	Pointer
typedef MRFSampler	Self
typedef itk::Object	Superclass

Public Member Functions
virtual int	Compute (const InputImageNeighborhoodIterator &itData, const LabelledImageNeighborhoodIterator &itRegul)=0
virtual double	GetDeltaEnergy ()
virtual double	GetEnergyAfter () const
virtual double	GetEnergyBefore () const
virtual double	GetLambda ()
virtual const char *	GetNameOfClass () const
virtual unsigned int	GetNumberOfClasses ()
virtual LabelledImagePixelType	GetValue ()
virtual void	SetEnergyFidelity (EnergyFidelityType *_arg)
virtual void	SetEnergyRegularization (EnergyRegularizationType *_arg)
virtual void	SetLambda (double _arg)
virtual void	SetNumberOfClasses (unsigned int _arg)

Protected Member Functions
	MRFSampler ()
	~MRFSampler () override

Protected Attributes
double	m_DeltaEnergy
double	m_EnergyAfter
double	m_EnergyBefore
double	m_EnergyCurrent
EnergyFidelityPointer	m_EnergyFidelity
EnergyRegularizationPointer	m_EnergyRegularization
double	m_Lambda
unsigned int	m_NumberOfClasses
LabelledImagePixelType	m_Value
LabelledImagePixelType	m_ValueCurrent

Detailed Description

template<class TInput1, class TInput2>
class otb::MRFSampler< TInput1, TInput2 >

This is the base class for sampler methods used in the MRF framework.

Derived class must reimplement Compute() method.

This class is meant to be used in the MRF framework with the otb::MarkovRandomFieldFilter

Definition at line 44 of file otbMRFSampler.h.

Member Typedef Documentation

ConstPointer

template<class TInput1 , class TInput2 >

typedef itk::SmartPointer<const Self> otb::MRFSampler< TInput1, TInput2 >::ConstPointer

Definition at line 50 of file otbMRFSampler.h.

EnergyFidelityPointer

template<class TInput1 , class TInput2 >

typedef EnergyFidelityType::Pointer otb::MRFSampler< TInput1, TInput2 >::EnergyFidelityPointer

Definition at line 61 of file otbMRFSampler.h.

EnergyFidelityType

template<class TInput1 , class TInput2 >

typedef MRFEnergy<TInput1, TInput2> otb::MRFSampler< TInput1, TInput2 >::EnergyFidelityType

Definition at line 58 of file otbMRFSampler.h.

EnergyRegularizationPointer

template<class TInput1 , class TInput2 >

typedef EnergyRegularizationType::Pointer otb::MRFSampler< TInput1, TInput2 >::EnergyRegularizationPointer

Definition at line 62 of file otbMRFSampler.h.

EnergyRegularizationType

template<class TInput1 , class TInput2 >

typedef MRFEnergy<TInput2, TInput2> otb::MRFSampler< TInput1, TInput2 >::EnergyRegularizationType

Definition at line 59 of file otbMRFSampler.h.

InputImageNeighborhoodIterator

template<class TInput1 , class TInput2 >

typedef itk::ConstNeighborhoodIterator<TInput1> otb::MRFSampler< TInput1, TInput2 >::InputImageNeighborhoodIterator

Definition at line 52 of file otbMRFSampler.h.

InputImagePixelType

template<class TInput1 , class TInput2 >

typedef TInput1::PixelType otb::MRFSampler< TInput1, TInput2 >::InputImagePixelType

Definition at line 53 of file otbMRFSampler.h.

LabelledImageNeighborhoodIterator

template<class TInput1 , class TInput2 >

typedef itk::NeighborhoodIterator<TInput2> otb::MRFSampler< TInput1, TInput2 >::LabelledImageNeighborhoodIterator

Definition at line 55 of file otbMRFSampler.h.

LabelledImagePixelType

template<class TInput1 , class TInput2 >

typedef TInput2::PixelType otb::MRFSampler< TInput1, TInput2 >::LabelledImagePixelType

Definition at line 56 of file otbMRFSampler.h.

Pointer

template<class TInput1 , class TInput2 >

typedef itk::SmartPointer<Self> otb::MRFSampler< TInput1, TInput2 >::Pointer

Definition at line 49 of file otbMRFSampler.h.

Self

template<class TInput1 , class TInput2 >

typedef MRFSampler otb::MRFSampler< TInput1, TInput2 >::Self

Definition at line 47 of file otbMRFSampler.h.

Superclass

template<class TInput1 , class TInput2 >

typedef itk::Object otb::MRFSampler< TInput1, TInput2 >::Superclass

Definition at line 48 of file otbMRFSampler.h.

Constructor & Destructor Documentation

MRFSampler()

template<class TInput1 , class TInput2 >

otb::MRFSampler< TInput1, TInput2 >::MRFSampler ( )

inlineprotected

Definition at line 99 of file otbMRFSampler.h.

~MRFSampler()

template<class TInput1 , class TInput2 >

otb::MRFSampler< TInput1, TInput2 >::~MRFSampler ( )

inlineoverrideprotected

Definition at line 104 of file otbMRFSampler.h.

Member Function Documentation

Compute()

template<class TInput1 , class TInput2 >

virtual int otb::MRFSampler< TInput1, TInput2 >::Compute ( const InputImageNeighborhoodIterator &  itData, const LabelledImageNeighborhoodIterator &  itRegul  )

pure virtual

Implemented in otb::MRFSamplerRandomMAP< TInput1, TInput2 >, otb::MRFSamplerRandom< TInput1, TInput2 >, and otb::MRFSamplerMAP< TInput1, TInput2 >.

GetDeltaEnergy()

template<class TInput1 , class TInput2 >

virtual double otb::MRFSampler< TInput1, TInput2 >::GetDeltaEnergy ( )

virtual

GetEnergyAfter()

template<class TInput1 , class TInput2 >

virtual double otb::MRFSampler< TInput1, TInput2 >::GetEnergyAfter ( ) const

virtual

GetEnergyBefore()

template<class TInput1 , class TInput2 >

virtual double otb::MRFSampler< TInput1, TInput2 >::GetEnergyBefore ( ) const

virtual

GetLambda()

template<class TInput1 , class TInput2 >

virtual double otb::MRFSampler< TInput1, TInput2 >::GetLambda ( )

virtual

GetNameOfClass()

template<class TInput1 , class TInput2 >

virtual const char* otb::MRFSampler< TInput1, TInput2 >::GetNameOfClass ( ) const

virtual

Reimplemented in otb::MRFSamplerRandomMAP< TInput1, TInput2 >, otb::MRFSamplerRandom< TInput1, TInput2 >, and otb::MRFSamplerMAP< TInput1, TInput2 >.

GetNumberOfClasses()

template<class TInput1 , class TInput2 >

virtual unsigned int otb::MRFSampler< TInput1, TInput2 >::GetNumberOfClasses ( )

virtual

GetValue()

template<class TInput1 , class TInput2 >

virtual LabelledImagePixelType otb::MRFSampler< TInput1, TInput2 >::GetValue ( )

virtual

SetEnergyFidelity()

template<class TInput1 , class TInput2 >

virtual void otb::MRFSampler< TInput1, TInput2 >::SetEnergyFidelity ( EnergyFidelityType *  _arg )

virtual

SetEnergyRegularization()

template<class TInput1 , class TInput2 >

virtual void otb::MRFSampler< TInput1, TInput2 >::SetEnergyRegularization ( EnergyRegularizationType *  _arg )

virtual

SetLambda()

template<class TInput1 , class TInput2 >

virtual void otb::MRFSampler< TInput1, TInput2 >::SetLambda ( double  _arg )

virtual

SetNumberOfClasses()

template<class TInput1 , class TInput2 >

virtual void otb::MRFSampler< TInput1, TInput2 >::SetNumberOfClasses ( unsigned int  _arg )

virtual

Reimplemented in otb::MRFSamplerRandomMAP< TInput1, TInput2 >.

Member Data Documentation

m_DeltaEnergy

template<class TInput1 , class TInput2 >

double otb::MRFSampler< TInput1, TInput2 >::m_DeltaEnergy

protected

Definition at line 88 of file otbMRFSampler.h.

m_EnergyAfter

template<class TInput1 , class TInput2 >

double otb::MRFSampler< TInput1, TInput2 >::m_EnergyAfter

protected

Definition at line 87 of file otbMRFSampler.h.

m_EnergyBefore

template<class TInput1 , class TInput2 >

double otb::MRFSampler< TInput1, TInput2 >::m_EnergyBefore

protected

Definition at line 86 of file otbMRFSampler.h.

m_EnergyCurrent

template<class TInput1 , class TInput2 >

double otb::MRFSampler< TInput1, TInput2 >::m_EnergyCurrent

protected

Definition at line 89 of file otbMRFSampler.h.

m_EnergyFidelity

template<class TInput1 , class TInput2 >

EnergyFidelityPointer otb::MRFSampler< TInput1, TInput2 >::m_EnergyFidelity

protected

Definition at line 94 of file otbMRFSampler.h.

m_EnergyRegularization

template<class TInput1 , class TInput2 >

EnergyRegularizationPointer otb::MRFSampler< TInput1, TInput2 >::m_EnergyRegularization

protected

Definition at line 93 of file otbMRFSampler.h.

m_Lambda

template<class TInput1 , class TInput2 >

double otb::MRFSampler< TInput1, TInput2 >::m_Lambda

protected

Definition at line 90 of file otbMRFSampler.h.

m_NumberOfClasses

template<class TInput1 , class TInput2 >

unsigned int otb::MRFSampler< TInput1, TInput2 >::m_NumberOfClasses

protected

Definition at line 85 of file otbMRFSampler.h.

m_Value

template<class TInput1 , class TInput2 >

LabelledImagePixelType otb::MRFSampler< TInput1, TInput2 >::m_Value

protected

Definition at line 92 of file otbMRFSampler.h.

m_ValueCurrent

template<class TInput1 , class TInput2 >

LabelledImagePixelType otb::MRFSampler< TInput1, TInput2 >::m_ValueCurrent

protected

Definition at line 95 of file otbMRFSampler.h.

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

• otbMRFSampler.h