otb::SOMClassifier< TSample, TSOMMap, TLabel > Class Template Reference

#include <otbSOMClassifier.h>

Inheritance diagram for otb::SOMClassifier< TSample, TSOMMap, TLabel >:

Collaboration diagram for otb::SOMClassifier< TSample, TSOMMap, TLabel >:

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer
typedef itk::SmartPointer< Self >	Pointer
typedef SOMClassifier	Self
typedef itk::ProcessObject	Superclass
typedef TSample	SampleType
typedef SampleType::Pointer	SamplePointerType
typedef SampleType::MeasurementType	MeasurementType
typedef SampleType::MeasurementVectorType	MeasurementVectorType
typedef SampleType::MeasurementVectorType::ValueType	InputPixelType
typedef TSOMMap	SOMMapType
typedef SOMMapType::Pointer	SOMMapPointerType
typedef itk::Statistics::MembershipSample< SampleType >	OutputType
typedef OutputType::Pointer	OutputPointerType
typedef TLabel	ClassLabelType
SamplePointerType	m_Sample
virtual const char *	GetNameOfClass () const
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
void	SetMap (SOMMapType *sommap)
SOMMapType *	GetMap (void)
virtual void	SetSample (SampleType *_arg)
	itkGetObjectMacro (Sample, SampleType)
OutputType *	GetOutput ()
static Pointer	New ()
	SOMClassifier ()
	~SOMClassifier () override
void	PrintSelf (std::ostream &os, itk::Indent indent) const override
void	GenerateData () override

Detailed Description

template<class TSample, class TSOMMap, class TLabel>
class otb::SOMClassifier< TSample, TSOMMap, TLabel >

This class implements a SOM-Based classifier.

The classifier iterates on the input list sample, feeding the output membership sample with the one-dimensionnal index of the winner neuron.

Since this classifier differs from the base framework of itk in that it does not use DecisionRule and Memberships function, it derives from itk::ProcessObject instead of itk::SampleClassifierBase.

See also

SOM, SOMMap, SOMActivationBuilder.

Definition at line 47 of file otbSOMClassifier.h.

Member Typedef Documentation

ClassLabelType

template<class TSample , class TSOMMap , class TLabel >

typedef TLabel otb::SOMClassifier< TSample, TSOMMap, TLabel >::ClassLabelType

Label type typedef

Definition at line 77 of file otbSOMClassifier.h.

ConstPointer

template<class TSample , class TSOMMap , class TLabel >

typedef itk::SmartPointer<const Self> otb::SOMClassifier< TSample, TSOMMap, TLabel >::ConstPointer

Definition at line 54 of file otbSOMClassifier.h.

InputPixelType

template<class TSample , class TSOMMap , class TLabel >

typedef SampleType::MeasurementVectorType::ValueType otb::SOMClassifier< TSample, TSOMMap, TLabel >::InputPixelType

typedefs from TSample object

Definition at line 66 of file otbSOMClassifier.h.

MeasurementType

template<class TSample , class TSOMMap , class TLabel >

typedef SampleType::MeasurementType otb::SOMClassifier< TSample, TSOMMap, TLabel >::MeasurementType

typedefs from TSample object

Definition at line 64 of file otbSOMClassifier.h.

MeasurementVectorType

template<class TSample , class TSOMMap , class TLabel >

typedef SampleType::MeasurementVectorType otb::SOMClassifier< TSample, TSOMMap, TLabel >::MeasurementVectorType

typedefs from TSample object

Definition at line 65 of file otbSOMClassifier.h.

OutputPointerType

template<class TSample , class TSOMMap , class TLabel >

typedef OutputType::Pointer otb::SOMClassifier< TSample, TSOMMap, TLabel >::OutputPointerType

typedefs from TSample object

Definition at line 74 of file otbSOMClassifier.h.

OutputType

template<class TSample , class TSOMMap , class TLabel >

typedef itk::Statistics::MembershipSample<SampleType> otb::SOMClassifier< TSample, TSOMMap, TLabel >::OutputType

Output typedefs

Definition at line 73 of file otbSOMClassifier.h.

Pointer

template<class TSample , class TSOMMap , class TLabel >

typedef itk::SmartPointer<Self> otb::SOMClassifier< TSample, TSOMMap, TLabel >::Pointer

Definition at line 53 of file otbSOMClassifier.h.

SamplePointerType

template<class TSample , class TSOMMap , class TLabel >

typedef SampleType::Pointer otb::SOMClassifier< TSample, TSOMMap, TLabel >::SamplePointerType

typedefs from TSample object

Definition at line 63 of file otbSOMClassifier.h.

SampleType

template<class TSample , class TSOMMap , class TLabel >

typedef TSample otb::SOMClassifier< TSample, TSOMMap, TLabel >::SampleType

typedefs from TSample object

Definition at line 58 of file otbSOMClassifier.h.

Self

template<class TSample , class TSOMMap , class TLabel >

typedef SOMClassifier otb::SOMClassifier< TSample, TSOMMap, TLabel >::Self

Standard class typedef

Definition at line 51 of file otbSOMClassifier.h.

SOMMapPointerType

template<class TSample , class TSOMMap , class TLabel >

typedef SOMMapType::Pointer otb::SOMClassifier< TSample, TSOMMap, TLabel >::SOMMapPointerType

typedefs from TSample object

Definition at line 70 of file otbSOMClassifier.h.

SOMMapType

template<class TSample , class TSOMMap , class TLabel >

typedef TSOMMap otb::SOMClassifier< TSample, TSOMMap, TLabel >::SOMMapType

SOM Map typedefs

Definition at line 69 of file otbSOMClassifier.h.

Superclass

template<class TSample , class TSOMMap , class TLabel >

typedef itk::ProcessObject otb::SOMClassifier< TSample, TSOMMap, TLabel >::Superclass

Definition at line 52 of file otbSOMClassifier.h.

Constructor & Destructor Documentation

SOMClassifier()

template<class TSample , class TSOMMap , class TLabel >

otb::SOMClassifier< TSample, TSOMMap, TLabel >::SOMClassifier

protected

Constructor

Definition at line 33 of file otbSOMClassifier.hxx.

~SOMClassifier()

template<class TSample , class TSOMMap , class TLabel >

otb::SOMClassifier< TSample, TSOMMap, TLabel >::~SOMClassifier ( )

inlineoverrideprotected

Destructor

Definition at line 92 of file otbSOMClassifier.h.

Member Function Documentation

CreateAnother()

template<class TSample , class TSOMMap , class TLabel >

virtual::itk::LightObject::Pointer otb::SOMClassifier< TSample, TSOMMap, TLabel >::CreateAnother

(

void

)

const

typedefs from TSample object

GenerateData()

template<class TSample , class TSOMMap , class TLabel >

void otb::SOMClassifier< TSample, TSOMMap, TLabel >::GenerateData

overrideprotected

Starts the classification process

Main computation class.

Definition at line 82 of file otbSOMClassifier.hxx.

References otbMsgDebugMacro.

GetMap()

template<class TSample , class TSOMMap , class TLabel >

SOMClassifier< TSample, TSOMMap, TLabel >::SOMMapType * otb::SOMClassifier< TSample, TSOMMap, TLabel >::GetMap

(

void

)

SOMMap getter.

Definition at line 55 of file otbSOMClassifier.hxx.

GetNameOfClass()

template<class TSample , class TSOMMap , class TLabel >

virtual const char* otb::SOMClassifier< TSample, TSOMMap, TLabel >::GetNameOfClass ( ) const

virtual

Standard macros

GetOutput()

template<class TSample , class TSOMMap , class TLabel >

SOMClassifier< TSample, TSOMMap, TLabel >::OutputType * otb::SOMClassifier< TSample, TSOMMap, TLabel >::GetOutput

typedefs from TSample object

Definition at line 46 of file otbSOMClassifier.hxx.

itkGetObjectMacro()

template<class TSample , class TSOMMap , class TLabel >

otb::SOMClassifier< TSample, TSOMMap, TLabel >::itkGetObjectMacro	(	Sample	,
		SampleType
	)

typedefs from TSample object

New()

template<class TSample , class TSOMMap , class TLabel >

static Pointer otb::SOMClassifier< TSample, TSOMMap, TLabel >::New ( )

static

typedefs from TSample object

PrintSelf()

template<class TSample , class TSOMMap , class TLabel >

void otb::SOMClassifier< TSample, TSOMMap, TLabel >::PrintSelf ( std::ostream &  os, itk::Indent  indent  ) const

overrideprotected

PrintSelf method

Definition at line 73 of file otbSOMClassifier.hxx.

SetMap()

template<class TSample , class TSOMMap , class TLabel >

void otb::SOMClassifier< TSample, TSOMMap, TLabel >::SetMap

(

SOMMapType *

sommap

)

Accessors.

SOMMap Setter.

Definition at line 64 of file otbSOMClassifier.hxx.

SetSample()

template<class TSample , class TSOMMap , class TLabel >

virtual void otb::SOMClassifier< TSample, TSOMMap, TLabel >::SetSample ( SampleType *  _arg )

virtual

typedefs from TSample object

Member Data Documentation

m_Sample

template<class TSample , class TSOMMap , class TLabel >

SamplePointerType otb::SOMClassifier< TSample, TSOMMap, TLabel >::m_Sample

private

The input sample.

Definition at line 104 of file otbSOMClassifier.h.

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

• otbSOMClassifier.h
• otbSOMClassifier.hxx