otb::LabelMapClassifier< TInputLabelMap > Class Template Reference

#include <otbLabelMapClassifier.h>

Inheritance diagram for otb::LabelMapClassifier< TInputLabelMap >:

Collaboration diagram for otb::LabelMapClassifier< TInputLabelMap >:

Public Types
typedef LabelObjectType::AttributesValueType	AttributesValueType
typedef LabelObjectType::ClassLabelType	ClassLabelType
typedef itk::SmartPointer< const Self >	ConstPointer
typedef LabelMapType::ConstPointer	LabelMaponstPointer
typedef LabelMapType::Pointer	LabelMapPointer
typedef TInputLabelMap	LabelMapType
typedef LabelMapType::LabelObjectType	LabelObjectType
typedef Functor::AttributesMapMeasurementFunctor< LabelObjectType, MeasurementVectorType >	MeasurementFunctorType
typedef ModelType::InputSampleType	MeasurementVectorType
typedef ModelType::Pointer	ModelPointer
typedef MachineLearningModel< AttributesValueType, ClassLabelType >	ModelType
typedef itk::SmartPointer< Self >	Pointer
typedef LabelMapClassifier	Self
typedef itk::InPlaceLabelMapFilter< TInputLabelMap >	Superclass

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
MeasurementFunctorType &	GetMeasurementFunctor ()
virtual const char *	GetNameOfClass () const
void	SetMeasurementFunctor (const MeasurementFunctorType &functor)
virtual void	SetModel (ModelType *_arg)

Static Public Member Functions
static Pointer	New ()

Static Public Attributes
static const unsigned int	InputImageDimension = TInputLabelMap::ImageDimension

Protected Member Functions
	LabelMapClassifier ()
void	ReleaseInputs () override
void	ThreadedProcessLabelObject (LabelObjectType *labelObject) override
	~LabelMapClassifier () override=default

Private Member Functions
	LabelMapClassifier (const Self &)=delete
void	operator= (const Self &)=delete

Private Attributes
MeasurementFunctorType	m_MeasurementFunctor
ModelPointer	m_Model

Detailed Description

template<class TInputLabelMap>
class otb::LabelMapClassifier< TInputLabelMap >

Classify each LabelObject of the input LabelMap in place.

See also

otb::AttributesMapLabelObject

otb::SVMModel

itk::InPlaceLabelMapFilter

Definition at line 42 of file otbLabelMapClassifier.h.

Member Typedef Documentation

AttributesValueType

template<class TInputLabelMap >

typedef LabelObjectType::AttributesValueType otb::LabelMapClassifier< TInputLabelMap >::AttributesValueType

Definition at line 57 of file otbLabelMapClassifier.h.

ClassLabelType

template<class TInputLabelMap >

typedef LabelObjectType::ClassLabelType otb::LabelMapClassifier< TInputLabelMap >::ClassLabelType

Definition at line 58 of file otbLabelMapClassifier.h.

ConstPointer

template<class TInputLabelMap >

typedef itk::SmartPointer<const Self> otb::LabelMapClassifier< TInputLabelMap >::ConstPointer

Definition at line 49 of file otbLabelMapClassifier.h.

LabelMaponstPointer

template<class TInputLabelMap >

typedef LabelMapType::ConstPointer otb::LabelMapClassifier< TInputLabelMap >::LabelMaponstPointer

Definition at line 54 of file otbLabelMapClassifier.h.

LabelMapPointer

template<class TInputLabelMap >

typedef LabelMapType::Pointer otb::LabelMapClassifier< TInputLabelMap >::LabelMapPointer

Definition at line 53 of file otbLabelMapClassifier.h.

LabelMapType

template<class TInputLabelMap >

typedef TInputLabelMap otb::LabelMapClassifier< TInputLabelMap >::LabelMapType

Some convenient typedefs.

Definition at line 52 of file otbLabelMapClassifier.h.

LabelObjectType

template<class TInputLabelMap >

typedef LabelMapType::LabelObjectType otb::LabelMapClassifier< TInputLabelMap >::LabelObjectType

Definition at line 55 of file otbLabelMapClassifier.h.

MeasurementFunctorType

template<class TInputLabelMap >

typedef Functor::AttributesMapMeasurementFunctor<LabelObjectType, MeasurementVectorType> otb::LabelMapClassifier< TInputLabelMap >::MeasurementFunctorType

Definition at line 67 of file otbLabelMapClassifier.h.

MeasurementVectorType

template<class TInputLabelMap >

typedef ModelType::InputSampleType otb::LabelMapClassifier< TInputLabelMap >::MeasurementVectorType

Definition at line 66 of file otbLabelMapClassifier.h.

ModelPointer

template<class TInputLabelMap >

typedef ModelType::Pointer otb::LabelMapClassifier< TInputLabelMap >::ModelPointer

Definition at line 65 of file otbLabelMapClassifier.h.

ModelType

template<class TInputLabelMap >

typedef MachineLearningModel<AttributesValueType, ClassLabelType> otb::LabelMapClassifier< TInputLabelMap >::ModelType

Type definitions for the learning model.

Definition at line 64 of file otbLabelMapClassifier.h.

Pointer

template<class TInputLabelMap >

typedef itk::SmartPointer<Self> otb::LabelMapClassifier< TInputLabelMap >::Pointer

Definition at line 48 of file otbLabelMapClassifier.h.

Self

template<class TInputLabelMap >

typedef LabelMapClassifier otb::LabelMapClassifier< TInputLabelMap >::Self

Standard class typedefs.

Definition at line 46 of file otbLabelMapClassifier.h.

Superclass

template<class TInputLabelMap >

typedef itk::InPlaceLabelMapFilter<TInputLabelMap> otb::LabelMapClassifier< TInputLabelMap >::Superclass

Definition at line 47 of file otbLabelMapClassifier.h.

Constructor & Destructor Documentation

LabelMapClassifier() [1/2]

template<class TInputImage >

otb::LabelMapClassifier< TInputImage >::LabelMapClassifier

protected

Definition at line 31 of file otbLabelMapClassifier.hxx.

~LabelMapClassifier()

template<class TInputLabelMap >

otb::LabelMapClassifier< TInputLabelMap >::~LabelMapClassifier ( )

overrideprotecteddefault

LabelMapClassifier() [2/2]

template<class TInputLabelMap >

otb::LabelMapClassifier< TInputLabelMap >::LabelMapClassifier ( const Self &  )

privatedelete

Member Function Documentation

CreateAnother()

template<class TInputLabelMap >

virtual::itk::LightObject::Pointer otb::LabelMapClassifier< TInputLabelMap >::CreateAnother

(

void

)

const

GetMeasurementFunctor()

template<class TInputLabelMap >

MeasurementFunctorType& otb::LabelMapClassifier< TInputLabelMap >::GetMeasurementFunctor ( )

inline

Definition at line 82 of file otbLabelMapClassifier.h.

GetNameOfClass()

template<class TInputLabelMap >

virtual const char* otb::LabelMapClassifier< TInputLabelMap >::GetNameOfClass ( ) const

virtual

Runtime information support.

New()

template<class TInputLabelMap >

static Pointer otb::LabelMapClassifier< TInputLabelMap >::New ( )

static

Standard New method.

operator=()

template<class TInputLabelMap >

void otb::LabelMapClassifier< TInputLabelMap >::operator= ( const Self &  )

privatedelete

ReleaseInputs()

template<class TInputImage >

void otb::LabelMapClassifier< TInputImage >::ReleaseInputs

overrideprotected

Definition at line 40 of file otbLabelMapClassifier.hxx.

SetMeasurementFunctor()

template<class TInputLabelMap >

void otb::LabelMapClassifier< TInputLabelMap >::SetMeasurementFunctor ( const MeasurementFunctorType &  functor )

inline

Definition at line 77 of file otbLabelMapClassifier.h.

SetModel()

template<class TInputLabelMap >

virtual void otb::LabelMapClassifier< TInputLabelMap >::SetModel ( ModelType *  _arg )

virtual

ThreadedProcessLabelObject()

template<class TInputImage >

void otb::LabelMapClassifier< TInputImage >::ThreadedProcessLabelObject ( LabelObjectType *  labelObject )

overrideprotected

Definition at line 48 of file otbLabelMapClassifier.hxx.

Member Data Documentation

InputImageDimension

template<class TInputLabelMap >

const unsigned int otb::LabelMapClassifier< TInputLabelMap >::InputImageDimension = TInputLabelMap::ImageDimension

static

ImageDimension constants

Definition at line 61 of file otbLabelMapClassifier.h.

m_MeasurementFunctor

template<class TInputLabelMap >

MeasurementFunctorType otb::LabelMapClassifier< TInputLabelMap >::m_MeasurementFunctor

private

The functor used to build the measurement vector

Definition at line 104 of file otbLabelMapClassifier.h.

m_Model

template<class TInputLabelMap >

ModelPointer otb::LabelMapClassifier< TInputLabelMap >::m_Model

private

The learning model used for classification

Definition at line 101 of file otbLabelMapClassifier.h.

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

• otbLabelMapClassifier.h
• otbLabelMapClassifier.hxx