otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap > Class Template Reference

#include <otbSOMbasedImageFilter.h>

Public Types
typedef DistanceType::Pointer	DistancePointerType
typedef TDistanceMetric	DistanceType
typedef MapType::IndexType	IndexType
typedef MapType::Pointer	MapPointerType
typedef TMap	MapType
typedef MapType::PixelType	NeuronType
typedef SOMbasedImageFilterFunctor	Self
MapPointerType	m_Map
DistancePointerType	m_Distance
	SOMbasedImageFilterFunctor ()
virtual	~SOMbasedImageFilterFunctor ()
TOutput	operator() (const TInput &input)
MapType *	GetMap () const
void	SetMap (const MapType *theMap)
DistanceType *	GetDistance ()
IndexType	GetWinner (const NeuronType &sample)
	SOMbasedImageFilterFunctor (const Self &)
void	operator= (const Self &)

Detailed Description

template<class TInput, class TOutput, class TDistanceMetric, class TMap>
class otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >

This class implements the functor that perform substitution between input image pixels and the corresponding winning neurons of a Kohonen map.

On the contrary to SOMClassifier, it does not yield labels but the value of the winning neurons. Also, it is threaded...

Definition at line 44 of file otbSOMbasedImageFilter.h.

Member Typedef Documentation

DistancePointerType

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

typedef DistanceType::Pointer otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::DistancePointerType

Definition at line 55 of file otbSOMbasedImageFilter.h.

DistanceType

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

typedef TDistanceMetric otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::DistanceType

Definition at line 54 of file otbSOMbasedImageFilter.h.

IndexType

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

typedef MapType::IndexType otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::IndexType

Definition at line 51 of file otbSOMbasedImageFilter.h.

MapPointerType

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

typedef MapType::Pointer otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::MapPointerType

Definition at line 50 of file otbSOMbasedImageFilter.h.

MapType

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

typedef TMap otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::MapType

Definition at line 49 of file otbSOMbasedImageFilter.h.

NeuronType

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

typedef MapType::PixelType otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::NeuronType

Definition at line 52 of file otbSOMbasedImageFilter.h.

Self

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

typedef SOMbasedImageFilterFunctor otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::Self

Standard typedefs

Definition at line 48 of file otbSOMbasedImageFilter.h.

Constructor & Destructor Documentation

SOMbasedImageFilterFunctor() [1/2]

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::SOMbasedImageFilterFunctor ( )

inline

Standard Constructor

Definition at line 58 of file otbSOMbasedImageFilter.h.

~SOMbasedImageFilterFunctor()

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

virtual otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::~SOMbasedImageFilterFunctor ( )

inlinevirtual

Standard Constructor

Definition at line 61 of file otbSOMbasedImageFilter.h.

SOMbasedImageFilterFunctor() [2/2]

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::SOMbasedImageFilterFunctor ( const Self &  )

private

Standard Constructor

Member Function Documentation

GetDistance()

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

DistanceType* otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::GetDistance ( )

inline

Get the DistanceMetric

Definition at line 78 of file otbSOMbasedImageFilter.h.

GetMap()

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

MapType* otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::GetMap ( ) const

inline

Get/Set the Map

Definition at line 70 of file otbSOMbasedImageFilter.h.

GetWinner()

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::IndexType otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::GetWinner ( const NeuronType &  sample )

protected

GetWinner redefinition by using its own TDistanceMetric that could be different from the one of the SOM map

Definition at line 48 of file otbSOMbasedImageFilter.hxx.

operator()()

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

TOutput otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::operator()

(

const TInput &

input

)

Functor

Definition at line 34 of file otbSOMbasedImageFilter.hxx.

operator=()

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

void otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::operator= ( const Self &  )

private

Standard Constructor

SetMap()

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

void otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::SetMap

(

const MapType *

theMap

)

Standard Constructor

Definition at line 40 of file otbSOMbasedImageFilter.hxx.

Member Data Documentation

m_Distance

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

DistancePointerType otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::m_Distance

protected

Standard Constructor

Definition at line 89 of file otbSOMbasedImageFilter.h.

m_Map

template<class TInput , class TOutput , class TDistanceMetric , class TMap >

MapPointerType otb::Functor::SOMbasedImageFilterFunctor< TInput, TOutput, TDistanceMetric, TMap >::m_Map

protected

Standard Constructor

Definition at line 88 of file otbSOMbasedImageFilter.h.

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

• otbSOMbasedImageFilter.h
• otbSOMbasedImageFilter.hxx