otb::SVMMarginSampler< TSample, TModel > Class Template Reference

#include <otbSVMMarginSampler.h>

Inheritance diagram for otb::SVMMarginSampler< TSample, TModel >:

Collaboration diagram for otb::SVMMarginSampler< TSample, TModel >:

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer
typedef itk::SmartPointer< Self >	Pointer
typedef SVMMarginSampler	Self
typedef itk::Statistics::SampleClassifierFilter< TSample >	Superclass
typedef Superclass::MembershipSampleType	OutputType
typedef TSample::MeasurementType	MeasurementType
typedef TSample::MeasurementVectorType	MeasurementVectorType
typedef std::pair< unsigned int, double >	IndexAndDistanceType
typedef std::vector< IndexAndDistanceType >	IndexAndDistanceVectorType
typedef std::vector< unsigned int >	IndexVectorType
typedef TModel	SVMModelType
typedef SVMModelType::Pointer	SVMModelPointer
SVMModelPointer	m_Model
unsigned int	m_NumberOfCandidates
IndexVectorType	m_MarginSamples
virtual const char *	GetNameOfClass () const
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual void	SetNumberOfCandidates (unsigned int _arg)
virtual unsigned int	GetNumberOfCandidates ()
virtual void	SetModel (SVMModelType *_arg)
	itkGetObjectMacro (Model, SVMModelType)
const IndexVectorType &	GetMarginSamples ()
static Pointer	New ()
static bool	Compare (const IndexAndDistanceType &l1, const IndexAndDistanceType &l2)
	SVMMarginSampler ()
	~SVMMarginSampler () override
void	PrintSelf (std::ostream &os, itk::Indent indent) const override
void	GenerateData () override
virtual void	DoMarginSampling ()

Detailed Description

template<class TSample, class TModel>
class otb::SVMMarginSampler< TSample, TModel >

Implement one iteration of active learning by margin.

Definition at line 38 of file otbSVMMarginSampler.h.

Member Typedef Documentation

ConstPointer

template<class TSample , class TModel >

typedef itk::SmartPointer<const Self> otb::SVMMarginSampler< TSample, TModel >::ConstPointer

Definition at line 45 of file otbSVMMarginSampler.h.

IndexAndDistanceType

template<class TSample , class TModel >

typedef std::pair<unsigned int, double> otb::SVMMarginSampler< TSample, TModel >::IndexAndDistanceType

Output type for GetClassSample method

Definition at line 58 of file otbSVMMarginSampler.h.

IndexAndDistanceVectorType

template<class TSample , class TModel >

typedef std::vector<IndexAndDistanceType> otb::SVMMarginSampler< TSample, TModel >::IndexAndDistanceVectorType

Output type for GetClassSample method

Definition at line 59 of file otbSVMMarginSampler.h.

IndexVectorType

template<class TSample , class TModel >

typedef std::vector<unsigned int> otb::SVMMarginSampler< TSample, TModel >::IndexVectorType

Output type for GetClassSample method

Definition at line 60 of file otbSVMMarginSampler.h.

MeasurementType

template<class TSample , class TModel >

typedef TSample::MeasurementType otb::SVMMarginSampler< TSample, TModel >::MeasurementType

typedefs from TSample object

Definition at line 56 of file otbSVMMarginSampler.h.

MeasurementVectorType

template<class TSample , class TModel >

typedef TSample::MeasurementVectorType otb::SVMMarginSampler< TSample, TModel >::MeasurementVectorType

Output type for GetClassSample method

Definition at line 57 of file otbSVMMarginSampler.h.

OutputType

template<class TSample , class TModel >

typedef Superclass::MembershipSampleType otb::SVMMarginSampler< TSample, TModel >::OutputType

Output type for GetClassSample method

Definition at line 49 of file otbSVMMarginSampler.h.

Pointer

template<class TSample , class TModel >

typedef itk::SmartPointer<Self> otb::SVMMarginSampler< TSample, TModel >::Pointer

Definition at line 44 of file otbSVMMarginSampler.h.

Self

template<class TSample , class TModel >

typedef SVMMarginSampler otb::SVMMarginSampler< TSample, TModel >::Self

Standard class typedef

Definition at line 42 of file otbSVMMarginSampler.h.

Superclass

template<class TSample , class TModel >

typedef itk::Statistics::SampleClassifierFilter<TSample> otb::SVMMarginSampler< TSample, TModel >::Superclass

Definition at line 43 of file otbSVMMarginSampler.h.

SVMModelPointer

template<class TSample , class TModel >

typedef SVMModelType::Pointer otb::SVMMarginSampler< TSample, TModel >::SVMModelPointer

Output type for GetClassSample method

Definition at line 71 of file otbSVMMarginSampler.h.

SVMModelType

template<class TSample , class TModel >

typedef TModel otb::SVMMarginSampler< TSample, TModel >::SVMModelType

Type definitions for the SVM Model.

Definition at line 70 of file otbSVMMarginSampler.h.

Constructor & Destructor Documentation

SVMMarginSampler()

template<class TSample , class TModel >

otb::SVMMarginSampler< TSample, TModel >::SVMMarginSampler

protected

Output type for GetClassSample method

Definition at line 31 of file otbSVMMarginSampler.hxx.

~SVMMarginSampler()

template<class TSample , class TModel >

otb::SVMMarginSampler< TSample, TModel >::~SVMMarginSampler ( )

inlineoverrideprotected

Output type for GetClassSample method

Definition at line 89 of file otbSVMMarginSampler.h.

Member Function Documentation

Compare()

template<class TSample , class TModel >

static bool otb::SVMMarginSampler< TSample, TModel >::Compare ( const IndexAndDistanceType &  l1, const IndexAndDistanceType &  l2  )

inlinestatic

Output type for GetClassSample method

Definition at line 63 of file otbSVMMarginSampler.h.

CreateAnother()

template<class TSample , class TModel >

virtual::itk::LightObject::Pointer otb::SVMMarginSampler< TSample, TModel >::CreateAnother

(

void

)

const

Output type for GetClassSample method

DoMarginSampling()

template<class TSample , class TModel >

void otb::SVMMarginSampler< TSample, TModel >::DoMarginSampling

protectedvirtual

Output type for GetClassSample method

Definition at line 62 of file otbSVMMarginSampler.hxx.

References otbMsgDevMacro.

GenerateData()

template<class TSample , class TModel >

void otb::SVMMarginSampler< TSample, TModel >::GenerateData

overrideprotected

Starts the classification process

Definition at line 43 of file otbSVMMarginSampler.hxx.

GetMarginSamples()

template<class TSample , class TModel >

const IndexVectorType& otb::SVMMarginSampler< TSample, TModel >::GetMarginSamples ( )

inline

Output type for GetClassSample method

Definition at line 82 of file otbSVMMarginSampler.h.

GetNameOfClass()

template<class TSample , class TModel >

virtual const char* otb::SVMMarginSampler< TSample, TModel >::GetNameOfClass ( ) const

virtual

Standard macros

GetNumberOfCandidates()

template<class TSample , class TModel >

virtual unsigned int otb::SVMMarginSampler< TSample, TModel >::GetNumberOfCandidates ( )

virtual

Output type for GetClassSample method

itkGetObjectMacro()

template<class TSample , class TModel >

otb::SVMMarginSampler< TSample, TModel >::itkGetObjectMacro	(	Model	,
		SVMModelType
	)

Get the number of classes.

New()

template<class TSample , class TModel >

static Pointer otb::SVMMarginSampler< TSample, TModel >::New ( )

static

Output type for GetClassSample method

PrintSelf()

template<class TSample , class TModel >

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

overrideprotected

Output type for GetClassSample method

Definition at line 37 of file otbSVMMarginSampler.hxx.

SetModel()

template<class TSample , class TModel >

virtual void otb::SVMMarginSampler< TSample, TModel >::SetModel ( SVMModelType *  _arg )

virtual

Set the model

SetNumberOfCandidates()

template<class TSample , class TModel >

virtual void otb::SVMMarginSampler< TSample, TModel >::SetNumberOfCandidates ( unsigned int  _arg )

virtual

Output type for GetClassSample method

Member Data Documentation

m_MarginSamples

template<class TSample , class TModel >

IndexVectorType otb::SVMMarginSampler< TSample, TModel >::m_MarginSamples

private

Output type for GetClassSample method

Definition at line 104 of file otbSVMMarginSampler.h.

m_Model

template<class TSample , class TModel >

SVMModelPointer otb::SVMMarginSampler< TSample, TModel >::m_Model

private

Output type for GetClassSample method

Definition at line 100 of file otbSVMMarginSampler.h.

m_NumberOfCandidates

template<class TSample , class TModel >

unsigned int otb::SVMMarginSampler< TSample, TModel >::m_NumberOfCandidates

private

Output type for GetClassSample method

Definition at line 102 of file otbSVMMarginSampler.h.

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

• otbSVMMarginSampler.h
• otbSVMMarginSampler.hxx