otb::CumulantsForEdgeworth< TInput > Class Template Reference

Helper class for KullbackLeiblerDistanceImageFilter. Please refer to KullbackLeiblerDistanceImageFilter. More...

#include <otbKullbackLeiblerDistanceImageFilter.h>

Inheritance diagram for otb::CumulantsForEdgeworth< TInput >:

List of all members.

Public Member Functions
	CumulantsForEdgeworth (const TInput &input)
	CumulantsForEdgeworth (const itk::Image< typename TInput::ImageType::PixelType, 1 > *input)
virtual	~CumulantsForEdgeworth ()
template<class TInput2 >
double	Divergence (const CumulantsForEdgeworth< TInput2 > &cumulants)
double	GetKurtosis () const
double	GetMean () const
double	GetSkewness () const
double	GetVariance () const
bool	IsDataAvailable () const

Protected Member Functions
void	MakeCumulants ()
void	MakeSumAndMoments (const TInput &input)
void	MakeSumAndMoments (const itk::Image< typename TInput::ImageType::PixelType, 1 > *input)

Protected Attributes
bool	fDataAvailable
double	fKurtosis
double	fMean
double	fMu1
double	fMu2
double	fMu3
double	fMu4
double	fSkewness
double	fSum0
double	fSum1
double	fSum2
double	fSum3
double	fSum4
double	fVariance

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Detailed Description

template<class TInput>
class otb::CumulantsForEdgeworth< TInput >

Helper class for KullbackLeiblerDistanceImageFilter. Please refer to KullbackLeiblerDistanceImageFilter.

Definition at line 34 of file otbKullbackLeiblerDistanceImageFilter.h.

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Constructor & Destructor Documentation

template<class TInput>

otb::CumulantsForEdgeworth< TInput >::CumulantsForEdgeworth

(

const TInput &

input

)

Definition at line 38 of file otbKullbackLeiblerDistanceImageFilter.txx.

template<class TInput>

otb::CumulantsForEdgeworth< TInput >::CumulantsForEdgeworth

(

const itk::Image< typename TInput::ImageType::PixelType, 1 > *

input

)

Definition at line 46 of file otbKullbackLeiblerDistanceImageFilter.txx.

template<class TInput>

virtual otb::CumulantsForEdgeworth< TInput >::~CumulantsForEdgeworth ( )

inlinevirtual

Definition at line 39 of file otbKullbackLeiblerDistanceImageFilter.h.

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Member Function Documentation

template<class TInput >

template<class TInput2 >

double otb::CumulantsForEdgeworth< TInput >::Divergence

(

const CumulantsForEdgeworth< TInput2 > &

cumulants

)

KL Divergence calculation

Definition at line 58 of file otbKullbackLeiblerDistanceImageFilter.txx.

References otb::CumulantsForEdgeworth< TInput >::GetKurtosis(), otb::CumulantsForEdgeworth< TInput >::GetMean(), otb::CumulantsForEdgeworth< TInput >::GetSkewness(), and otb::CumulantsForEdgeworth< TInput >::GetVariance().

Referenced by otb::Functor::KullbackLeiblerDistance< itk::ConstNeighborhoodIterator< TInputImage1 >, itk::ConstNeighborhoodIterator< TInputImage2 >, TOutputImage::PixelType >::operator()().

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::GetKurtosis ( ) const

inline

Definition at line 57 of file otbKullbackLeiblerDistanceImageFilter.h.

Referenced by otb::CumulantsForEdgeworth< TInput >::Divergence().

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::GetMean ( ) const

inline

Definition at line 45 of file otbKullbackLeiblerDistanceImageFilter.h.

Referenced by otb::CumulantsForEdgeworth< TInput >::Divergence().

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::GetSkewness ( ) const

inline

Definition at line 53 of file otbKullbackLeiblerDistanceImageFilter.h.

Referenced by otb::CumulantsForEdgeworth< TInput >::Divergence().

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::GetVariance ( ) const

inline

Definition at line 49 of file otbKullbackLeiblerDistanceImageFilter.h.

Referenced by otb::CumulantsForEdgeworth< TInput >::Divergence().

template<class TInput>

bool otb::CumulantsForEdgeworth< TInput >::IsDataAvailable ( ) const

inline

Definition at line 61 of file otbKullbackLeiblerDistanceImageFilter.h.

Referenced by otb::Functor::KullbackLeiblerSupervizedDistance< TInput1, TInput2, TInputROIImage, TOutput >::operator()(), and otb::Functor::KullbackLeiblerDistance< itk::ConstNeighborhoodIterator< TInputImage1 >, itk::ConstNeighborhoodIterator< TInputImage2 >, TOutputImage::PixelType >::operator()().

template<class TInput >

void otb::CumulantsForEdgeworth< TInput >::MakeCumulants ( )

protected

transformation moment -> cumulants (for Edgeworth)

Definition at line 254 of file otbKullbackLeiblerDistanceImageFilter.txx.

template<class TInput>

void otb::CumulantsForEdgeworth< TInput >::MakeSumAndMoments ( const TInput &  input )

protected

Moment estimation from intial neighborhood

Definition at line 114 of file otbKullbackLeiblerDistanceImageFilter.txx.

template<class TInput>

void otb::CumulantsForEdgeworth< TInput >::MakeSumAndMoments ( const itk::Image< typename TInput::ImageType::PixelType, 1 > *  input )

protected

Moment estimation from raw data

Definition at line 173 of file otbKullbackLeiblerDistanceImageFilter.txx.

References itk::ImageBase< VImageDimension >::GetRequestedRegion(), itk::ImageRegionConstIterator< TImage >::GoToBegin(), and otbGenericMsgDebugMacro.

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Member Data Documentation

template<class TInput>

bool otb::CumulantsForEdgeworth< TInput >::fDataAvailable

protected

Definition at line 79 of file otbKullbackLeiblerDistanceImageFilter.h.

Referenced by otb::CumulantsForEdgeworth< ROIInputType1 >::IsDataAvailable().

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fKurtosis

protected

Definition at line 77 of file otbKullbackLeiblerDistanceImageFilter.h.

Referenced by otb::CumulantsForEdgeworth< ROIInputType1 >::GetKurtosis().

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fMean

protected

Definition at line 77 of file otbKullbackLeiblerDistanceImageFilter.h.

Referenced by otb::CumulantsForEdgeworth< ROIInputType1 >::GetMean().

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fMu1

protected

Definition at line 76 of file otbKullbackLeiblerDistanceImageFilter.h.

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fMu2

protected

Definition at line 76 of file otbKullbackLeiblerDistanceImageFilter.h.

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fMu3

protected

Definition at line 76 of file otbKullbackLeiblerDistanceImageFilter.h.

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fMu4

protected

Definition at line 76 of file otbKullbackLeiblerDistanceImageFilter.h.

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fSkewness

protected

Definition at line 77 of file otbKullbackLeiblerDistanceImageFilter.h.

Referenced by otb::CumulantsForEdgeworth< ROIInputType1 >::GetSkewness().

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fSum0

protected

Definition at line 75 of file otbKullbackLeiblerDistanceImageFilter.h.

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fSum1

protected

Definition at line 75 of file otbKullbackLeiblerDistanceImageFilter.h.

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fSum2

protected

Definition at line 75 of file otbKullbackLeiblerDistanceImageFilter.h.

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fSum3

protected

Definition at line 75 of file otbKullbackLeiblerDistanceImageFilter.h.

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fSum4

protected

Definition at line 75 of file otbKullbackLeiblerDistanceImageFilter.h.

template<class TInput>

double otb::CumulantsForEdgeworth< TInput >::fVariance

protected

Definition at line 77 of file otbKullbackLeiblerDistanceImageFilter.h.

Referenced by otb::CumulantsForEdgeworth< ROIInputType1 >::GetVariance().

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

• otbKullbackLeiblerDistanceImageFilter.h
• otbKullbackLeiblerDistanceImageFilter.txx