otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation > Class Template Reference

#include <otbPCAImageFilter.h>

Inheritance diagram for otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >:

Collaboration diagram for otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >:

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer
typedef itk::SmartPointer< Self >	Pointer
typedef PCAImageFilter	Self
typedef itk::ImageToImageFilter< TInputImage, TOutputImage >	Superclass

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual const char *	GetNameOfClass () const

Static Public Member Functions
static Pointer	New ()
typedef Transform::TransformDirection	TransformDirectionEnumType
typedef TInputImage	InputImageType
typedef TOutputImage	OutputImageType
typedef StreamingStatisticsVectorImageFilter< InputImageType >	CovarianceEstimatorFilterType
typedef CovarianceEstimatorFilterType::Pointer	CovarianceEstimatorFilterPointerType
typedef CovarianceEstimatorFilterType::RealType	RealType
typedef CovarianceEstimatorFilterType::RealPixelType	VectorType
typedef CovarianceEstimatorFilterType::MatrixObjectType	MatrixObjectType
typedef MatrixObjectType::ComponentType	MatrixType
typedef MatrixType::InternalMatrixType	InternalMatrixType
typedef InternalMatrixType::element_type	MatrixElementType
typedef MatrixImageFilter< TInputImage, TOutputImage >	TransformFilterType
typedef TransformFilterType::Pointer	TransformFilterPointerType
typedef NormalizeVectorImageFilter< TInputImage, TOutputImage >	NormalizeFilterType
typedef NormalizeFilterType::Pointer	NormalizeFilterPointerType
static const unsigned int	InputImageDimension = TInputImage::ImageDimension
static const unsigned int	OutputImageDimension = TOutputImage::ImageDimension
static const TransformDirectionEnumType	DirectionOfTransformation = TDirectionOfTransformation
unsigned int	m_NumberOfPrincipalComponentsRequired
bool	m_UseNormalization
bool	m_UseVarianceForNormalization
bool	m_GivenMeanValues
bool	m_GivenStdDevValues
bool	m_GivenCovarianceMatrix
bool	m_GivenTransformationMatrix
bool	m_IsTransformationMatrixForward
bool	m_Whitening
VectorType	m_MeanValues
VectorType	m_StdDevValues
MatrixType	m_CovarianceMatrix
VectorType	m_EigenValues
MatrixType	m_TransformationMatrix
CovarianceEstimatorFilterPointerType	m_CovarianceEstimator
TransformFilterPointerType	m_Transformer
NormalizeFilterPointerType	m_Normalizer
virtual void	SetNumberOfPrincipalComponentsRequired (unsigned int _arg)
virtual unsigned int	GetNumberOfPrincipalComponentsRequired ()
virtual void	SetWhitening (bool _arg)
virtual bool	GetWhitening ()
virtual CovarianceEstimatorFilterType *	GetCovarianceEstimator ()
virtual TransformFilterType *	GetTransformer ()
virtual bool	GetGivenCovarianceMatrix ()
MatrixType	GetCovarianceMatrix () const
void	SetCovarianceMatrix (const MatrixType &cov)
virtual MatrixType	GetTransformationMatrix ()
virtual bool	GetGivenTransformationMatrix ()
void	SetTransformationMatrix (const MatrixType &transf, bool isForward=true)
virtual VectorType	GetEigenValues () const
virtual bool	GetUseNormalization ()
void	SetUseNormalization (bool norm)
virtual VectorType	GetMeanValues () const
void	SetMeanValues (const VectorType &data)
virtual bool	GetUseVarianceForNormalization () const
virtual void	SetUseVarianceForNormalization (bool _arg)
virtual VectorType	GetStdDevValues () const
void	SetStdDevValues (const VectorType &vec)
void	SetStatisticsUserIgnoredValue (RealType value)
	PCAImageFilter ()
	~PCAImageFilter () override
void	GenerateOutputInformation () override
void	GenerateData () override
void	PrintSelf (std::ostream &os, itk::Indent indent) const override
virtual void	ForwardGenerateOutputInformation ()
virtual void	ReverseGenerateOutputInformation ()
virtual void	ForwardGenerateData ()
virtual void	ReverseGenerateData ()
void	GenerateTransformationMatrix ()
	PCAImageFilter (const Self &)
void	operator= (const Self &)

Detailed Description

template<class TInputImage, class TOutputImage, Transform::TransformDirection TDirectionOfTransformation>
class otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >

Performs a Principal Component Analysis.

The internal structure of this filter is a filter-to-filter like structure. The estimation of the covariance matrix has persistent capabilities...

See also

otbStreamingStatisticsVectorImageFilter

MatrixMultiplyImageFilter

Definition at line 53 of file otbPCAImageFilter.h.

Member Typedef Documentation

ConstPointer

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef itk::SmartPointer<const Self> otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::ConstPointer

Definition at line 60 of file otbPCAImageFilter.h.

CovarianceEstimatorFilterPointerType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef CovarianceEstimatorFilterType::Pointer otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::CovarianceEstimatorFilterPointerType

Template parameters typedefs

Definition at line 82 of file otbPCAImageFilter.h.

CovarianceEstimatorFilterType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef StreamingStatisticsVectorImageFilter<InputImageType> otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::CovarianceEstimatorFilterType

Filter types and related

Definition at line 81 of file otbPCAImageFilter.h.

InputImageType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef TInputImage otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::InputImageType

Template parameters typedefs

Definition at line 77 of file otbPCAImageFilter.h.

InternalMatrixType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef MatrixType::InternalMatrixType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::InternalMatrixType

Template parameters typedefs

Definition at line 88 of file otbPCAImageFilter.h.

MatrixElementType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef InternalMatrixType::element_type otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::MatrixElementType

Template parameters typedefs

Definition at line 89 of file otbPCAImageFilter.h.

MatrixObjectType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef CovarianceEstimatorFilterType::MatrixObjectType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::MatrixObjectType

Template parameters typedefs

Definition at line 86 of file otbPCAImageFilter.h.

MatrixType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef MatrixObjectType::ComponentType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::MatrixType

Template parameters typedefs

Definition at line 87 of file otbPCAImageFilter.h.

NormalizeFilterPointerType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef NormalizeFilterType::Pointer otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::NormalizeFilterPointerType

Template parameters typedefs

Definition at line 95 of file otbPCAImageFilter.h.

NormalizeFilterType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef NormalizeVectorImageFilter<TInputImage, TOutputImage> otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::NormalizeFilterType

Template parameters typedefs

Definition at line 94 of file otbPCAImageFilter.h.

OutputImageType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef TOutputImage otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::OutputImageType

Template parameters typedefs

Definition at line 78 of file otbPCAImageFilter.h.

Pointer

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef itk::SmartPointer<Self> otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::Pointer

Definition at line 59 of file otbPCAImageFilter.h.

RealType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef CovarianceEstimatorFilterType::RealType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::RealType

Template parameters typedefs

Definition at line 84 of file otbPCAImageFilter.h.

Self

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef PCAImageFilter otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::Self

Standard typedefs

Definition at line 57 of file otbPCAImageFilter.h.

Superclass

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef itk::ImageToImageFilter<TInputImage, TOutputImage> otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::Superclass

Definition at line 58 of file otbPCAImageFilter.h.

TransformDirectionEnumType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef Transform::TransformDirection otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::TransformDirectionEnumType

Template parameters typedefs

Definition at line 73 of file otbPCAImageFilter.h.

TransformFilterPointerType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef TransformFilterType::Pointer otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::TransformFilterPointerType

Template parameters typedefs

Definition at line 92 of file otbPCAImageFilter.h.

TransformFilterType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef MatrixImageFilter<TInputImage, TOutputImage> otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::TransformFilterType

Template parameters typedefs

Definition at line 91 of file otbPCAImageFilter.h.

VectorType

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

typedef CovarianceEstimatorFilterType::RealPixelType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::VectorType

Template parameters typedefs

Definition at line 85 of file otbPCAImageFilter.h.

Constructor & Destructor Documentation

PCAImageFilter() [1/2]

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::PCAImageFilter

protected

Template parameters typedefs

Definition at line 35 of file otbPCAImageFilter.hxx.

~PCAImageFilter()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::~PCAImageFilter ( )

inlineoverrideprotected

Template parameters typedefs

Definition at line 184 of file otbPCAImageFilter.h.

PCAImageFilter() [2/2]

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::PCAImageFilter ( const Self &  )

private

Template parameters typedefs

Member Function Documentation

CreateAnother()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual::itk::LightObject::Pointer otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::CreateAnother

(

void

)

const

ForwardGenerateData()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::ForwardGenerateData

protectedvirtual

Template parameters typedefs

Definition at line 295 of file otbPCAImageFilter.hxx.

ForwardGenerateOutputInformation()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::ForwardGenerateOutputInformation

protectedvirtual

Internal methods

Definition at line 114 of file otbPCAImageFilter.hxx.

GenerateData()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GenerateData

overrideprotected

GenerateData Through a filter of filter structure

Definition at line 281 of file otbPCAImageFilter.hxx.

References otb::Transform< TScalarType, NInputDimensions, NOutputDimensions >::FORWARD, and otb::Transform< TScalarType, NInputDimensions, NOutputDimensions >::INVERSE.

GenerateOutputInformation()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GenerateOutputInformation

overrideprotected

GenerateOutputInformation Propagate vector length info and modify if needed NumberOfPrincipalComponentsRequired

In REVERSE mode, the covariance matrix or the transformation matrix (which may not be square) has to be given, otherwise, GenerateOutputInformation throws an itk::ExceptionObject

Definition at line 57 of file otbPCAImageFilter.hxx.

References otb::Transform< TScalarType, NInputDimensions, NOutputDimensions >::FORWARD, and otb::Transform< TScalarType, NInputDimensions, NOutputDimensions >::INVERSE.

GenerateTransformationMatrix()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GenerateTransformationMatrix

protected

Template parameters typedefs

Definition at line 322 of file otbPCAImageFilter.hxx.

GetCovarianceEstimator()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual CovarianceEstimatorFilterType* otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetCovarianceEstimator ( )

virtual

Template parameters typedefs

GetCovarianceMatrix()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

MatrixType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetCovarianceMatrix ( ) const

inline

Template parameters typedefs

Definition at line 113 of file otbPCAImageFilter.h.

GetEigenValues()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual VectorType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetEigenValues ( ) const

virtual

Template parameters typedefs

GetGivenCovarianceMatrix()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetGivenCovarianceMatrix ( )

virtual

Template parameters typedefs

GetGivenTransformationMatrix()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetGivenTransformationMatrix ( )

virtual

Template parameters typedefs

GetMeanValues()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual VectorType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetMeanValues ( ) const

virtual

Template parameters typedefs

GetNameOfClass()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual const char* otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetNameOfClass ( ) const

virtual

Creation through object factory macro

GetNumberOfPrincipalComponentsRequired()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual unsigned int otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetNumberOfPrincipalComponentsRequired ( )

virtual

Template parameters typedefs

GetStdDevValues()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual VectorType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetStdDevValues ( ) const

virtual

Template parameters typedefs

GetTransformationMatrix()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual MatrixType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetTransformationMatrix ( )

virtual

Template parameters typedefs

GetTransformer()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual TransformFilterType* otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetTransformer ( )

virtual

Template parameters typedefs

GetUseNormalization()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetUseNormalization ( )

virtual

Template parameters typedefs

GetUseVarianceForNormalization()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetUseVarianceForNormalization ( ) const

virtual

Template parameters typedefs

GetWhitening()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetWhitening ( )

virtual

Template parameters typedefs

New()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

static Pointer otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::New ( )

static

Type macro

operator=()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::operator= ( const Self &  )

private

Template parameters typedefs

PrintSelf()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::PrintSelf ( std::ostream &  os, itk::Indent  indent  ) const

overrideprotected

Template parameters typedefs

Definition at line 362 of file otbPCAImageFilter.hxx.

ReverseGenerateData()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::ReverseGenerateData

protectedvirtual

Template parameters typedefs

Definition at line 304 of file otbPCAImageFilter.hxx.

ReverseGenerateOutputInformation()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::ReverseGenerateOutputInformation

protectedvirtual

Template parameters typedefs

Definition at line 214 of file otbPCAImageFilter.hxx.

SetCovarianceMatrix()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetCovarianceMatrix ( const MatrixType &  cov )

inline

Template parameters typedefs

Definition at line 121 of file otbPCAImageFilter.h.

SetMeanValues()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetMeanValues ( const VectorType &  data )

inline

Template parameters typedefs

Definition at line 149 of file otbPCAImageFilter.h.

SetNumberOfPrincipalComponentsRequired()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetNumberOfPrincipalComponentsRequired ( unsigned int  _arg )

virtual

Set/Get the number of required largest principal components. The filter produces the required number of principal components plus one outputs. Output index 0 represents the mean image and the remaining outputs the requested principal components.

SetStatisticsUserIgnoredValue()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetStatisticsUserIgnoredValue ( RealType  value )

inline

User ignored value for the normalizer

User ignored value for the covariance estimator

Definition at line 170 of file otbPCAImageFilter.h.

SetStdDevValues()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetStdDevValues ( const VectorType &  vec )

inline

Template parameters typedefs

Definition at line 161 of file otbPCAImageFilter.h.

SetTransformationMatrix()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetTransformationMatrix ( const MatrixType &  transf, bool  isForward = true  )

inline

Template parameters typedefs

Definition at line 130 of file otbPCAImageFilter.h.

SetUseNormalization()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetUseNormalization ( bool  norm )

inline

Template parameters typedefs

Definition at line 141 of file otbPCAImageFilter.h.

SetUseVarianceForNormalization()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetUseVarianceForNormalization ( bool  _arg )

virtual

Template parameters typedefs

SetWhitening()

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

virtual void otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetWhitening ( bool  _arg )

virtual

Template parameters typedefs

Member Data Documentation

DirectionOfTransformation

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

const TransformDirectionEnumType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::DirectionOfTransformation = TDirectionOfTransformation

static

Template parameters typedefs

Definition at line 74 of file otbPCAImageFilter.h.

InputImageDimension

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

const unsigned int otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::InputImageDimension = TInputImage::ImageDimension

static

Dimension

Definition at line 69 of file otbPCAImageFilter.h.

m_CovarianceEstimator

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

CovarianceEstimatorFilterPointerType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_CovarianceEstimator

protected

Template parameters typedefs

Definition at line 231 of file otbPCAImageFilter.h.

m_CovarianceMatrix

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

MatrixType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_CovarianceMatrix

protected

Template parameters typedefs

Definition at line 227 of file otbPCAImageFilter.h.

m_EigenValues

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

VectorType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_EigenValues

protected

Template parameters typedefs

Definition at line 228 of file otbPCAImageFilter.h.

m_GivenCovarianceMatrix

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_GivenCovarianceMatrix

protected

Template parameters typedefs

Definition at line 220 of file otbPCAImageFilter.h.

m_GivenMeanValues

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_GivenMeanValues

protected

Template parameters typedefs

Definition at line 218 of file otbPCAImageFilter.h.

m_GivenStdDevValues

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_GivenStdDevValues

protected

Template parameters typedefs

Definition at line 219 of file otbPCAImageFilter.h.

m_GivenTransformationMatrix

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_GivenTransformationMatrix

protected

Template parameters typedefs

Definition at line 221 of file otbPCAImageFilter.h.

m_IsTransformationMatrixForward

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_IsTransformationMatrixForward

protected

Template parameters typedefs

Definition at line 222 of file otbPCAImageFilter.h.

m_MeanValues

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

VectorType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_MeanValues

protected

Template parameters typedefs

Definition at line 225 of file otbPCAImageFilter.h.

m_Normalizer

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

NormalizeFilterPointerType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_Normalizer

protected

Template parameters typedefs

Definition at line 233 of file otbPCAImageFilter.h.

m_NumberOfPrincipalComponentsRequired

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

unsigned int otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_NumberOfPrincipalComponentsRequired

protected

Internal attributes

Definition at line 215 of file otbPCAImageFilter.h.

m_StdDevValues

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

VectorType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_StdDevValues

protected

Template parameters typedefs

Definition at line 226 of file otbPCAImageFilter.h.

m_TransformationMatrix

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

MatrixType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_TransformationMatrix

protected

Template parameters typedefs

Definition at line 229 of file otbPCAImageFilter.h.

m_Transformer

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

TransformFilterPointerType otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_Transformer

protected

Template parameters typedefs

Definition at line 232 of file otbPCAImageFilter.h.

m_UseNormalization

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_UseNormalization

protected

Template parameters typedefs

Definition at line 216 of file otbPCAImageFilter.h.

m_UseVarianceForNormalization

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_UseVarianceForNormalization

protected

Template parameters typedefs

Definition at line 217 of file otbPCAImageFilter.h.

m_Whitening

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

bool otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_Whitening

protected

Template parameters typedefs

Definition at line 223 of file otbPCAImageFilter.h.

OutputImageDimension

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>

const unsigned int otb::PCAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::OutputImageDimension = TOutputImage::ImageDimension

static

Template parameters typedefs

Definition at line 70 of file otbPCAImageFilter.h.

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

• otbPCAImageFilter.h
• otbPCAImageFilter.hxx