otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation > Class Template Reference

#include <otbMNFImageFilter.h>

Inheritance diagram for otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >:

Collaboration diagram for otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >:

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer
typedef itk::SmartPointer< Self >	Pointer
typedef MNFImageFilter	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< InputImageType, OutputImageType >	TransformFilterType
typedef TransformFilterType::Pointer	TransformFilterPointerType
typedef TNoiseImageFilter	NoiseImageFilterType
typedef NoiseImageFilterType::Pointer	NoiseImageFilterPointerType
typedef NormalizeVectorImageFilter< InputImageType, OutputImageType >	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_GivenMeanValues
bool	m_GivenStdDevValues
bool	m_GivenCovarianceMatrix
bool	m_GivenNoiseCovarianceMatrix
bool	m_GivenTransformationMatrix
bool	m_IsTransformationMatrixForward
VectorType	m_MeanValues
VectorType	m_StdDevValues
MatrixType	m_CovarianceMatrix
MatrixType	m_NoiseCovarianceMatrix
MatrixType	m_TransformationMatrix
VectorType	m_EigenValues
NormalizeFilterPointerType	m_Normalizer
NoiseImageFilterPointerType	m_NoiseImageFilter
CovarianceEstimatorFilterPointerType	m_CovarianceEstimator
CovarianceEstimatorFilterPointerType	m_NoiseCovarianceEstimator
TransformFilterPointerType	m_Transformer
virtual unsigned int	GetNumberOfPrincipalComponentsRequired ()
virtual void	SetNumberOfPrincipalComponentsRequired (unsigned int _arg)
virtual NormalizeFilterType *	GetNormalizer () const
virtual NormalizeFilterType *	GetNormalizer ()
virtual CovarianceEstimatorFilterType *	GetNoiseCovarianceEstimator ()
virtual TransformFilterType *	GetTransformer ()
virtual NoiseImageFilterType *	GetNoiseImageFilter ()
virtual bool	GetUseNormalization ()
virtual void	SetUseNormalization (bool _arg)
virtual VectorType	GetMeanValues () const
void	SetMeanValues (const VectorType &vec)
virtual VectorType	GetStdDevValues () const
void	SetStdDevValues (const VectorType &vec)
virtual MatrixType	GetCovarianceMatrix () const
void	SetCovarianceMatrix (const MatrixType &cov)
virtual MatrixType	GetNoiseCovarianceMatrix () const
void	SetNoiseCovarianceMatrix (const MatrixType &mat)
virtual MatrixType	GetTransformationMatrix () const
void	SetTransformationMatrix (const MatrixType &transf, bool isForward=true)
void	SetStatisticsUserIgnoredValue (RealType value)
virtual VectorType	GetEigenValues () const
	MNFImageFilter ()
	~MNFImageFilter () override
void	GenerateOutputInformation () override
void	GenerateData () override
void	PrintSelf (std::ostream &os, itk::Indent indent) const override
void	ForwardGenerateOutputInformation ()
void	ReverseGenerateOutputInformation ()
virtual void	ForwardGenerateData ()
virtual void	ReverseGenerateData ()
virtual void	GenerateTransformationMatrix ()
	MNFImageFilter (const Self &)
void	operator= (const Self &)

Detailed Description

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

Performs a Maximum Noise Fraction analysis of a vector image.

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

The high pass filter which has to be used for the noise estimation is templated for a better scalability.

TODO? Use a 2nd input to give a noise image directly?

See also

otbStreamingStatisticsVectorImageFilter

PCAImageFiler

Definition at line 47 of file otbMNFImageFilter.h.

Member Typedef Documentation

ConstPointer

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

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

Definition at line 54 of file otbMNFImageFilter.h.

CovarianceEstimatorFilterPointerType

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

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

Template parameters typedefs

Definition at line 76 of file otbMNFImageFilter.h.

CovarianceEstimatorFilterType

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

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

Filter types and related

Definition at line 75 of file otbMNFImageFilter.h.

InputImageType

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

typedef TInputImage otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::InputImageType

Template parameters typedefs

Definition at line 71 of file otbMNFImageFilter.h.

InternalMatrixType

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

typedef MatrixType::InternalMatrixType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::InternalMatrixType

Template parameters typedefs

Definition at line 82 of file otbMNFImageFilter.h.

MatrixElementType

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

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

Template parameters typedefs

Definition at line 83 of file otbMNFImageFilter.h.

MatrixObjectType

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

typedef CovarianceEstimatorFilterType::MatrixObjectType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::MatrixObjectType

Template parameters typedefs

Definition at line 80 of file otbMNFImageFilter.h.

MatrixType

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

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

Template parameters typedefs

Definition at line 81 of file otbMNFImageFilter.h.

NoiseImageFilterPointerType

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

typedef NoiseImageFilterType::Pointer otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::NoiseImageFilterPointerType

Template parameters typedefs

Definition at line 89 of file otbMNFImageFilter.h.

NoiseImageFilterType

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

typedef TNoiseImageFilter otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::NoiseImageFilterType

Template parameters typedefs

Definition at line 88 of file otbMNFImageFilter.h.

NormalizeFilterPointerType

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

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

Template parameters typedefs

Definition at line 92 of file otbMNFImageFilter.h.

NormalizeFilterType

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

typedef NormalizeVectorImageFilter<InputImageType, OutputImageType> otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::NormalizeFilterType

Template parameters typedefs

Definition at line 91 of file otbMNFImageFilter.h.

OutputImageType

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

typedef TOutputImage otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::OutputImageType

Template parameters typedefs

Definition at line 72 of file otbMNFImageFilter.h.

Pointer

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

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

Definition at line 53 of file otbMNFImageFilter.h.

RealType

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

typedef CovarianceEstimatorFilterType::RealType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::RealType

Template parameters typedefs

Definition at line 78 of file otbMNFImageFilter.h.

Self

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

typedef MNFImageFilter otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::Self

Standard typedefs

Definition at line 51 of file otbMNFImageFilter.h.

Superclass

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

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

Definition at line 52 of file otbMNFImageFilter.h.

TransformDirectionEnumType

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

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

Template parameters typedefs

Definition at line 67 of file otbMNFImageFilter.h.

TransformFilterPointerType

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

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

Template parameters typedefs

Definition at line 86 of file otbMNFImageFilter.h.

TransformFilterType

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

typedef MatrixImageFilter<InputImageType, OutputImageType> otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::TransformFilterType

Template parameters typedefs

Definition at line 85 of file otbMNFImageFilter.h.

VectorType

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

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

Template parameters typedefs

Definition at line 79 of file otbMNFImageFilter.h.

Constructor & Destructor Documentation

MNFImageFilter() [1/2]

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

otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::MNFImageFilter

protected

Template parameters typedefs

Definition at line 36 of file otbMNFImageFilter.hxx.

~MNFImageFilter()

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

otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::~MNFImageFilter ( )

inlineoverrideprotected

Template parameters typedefs

Definition at line 169 of file otbMNFImageFilter.h.

MNFImageFilter() [2/2]

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

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

private

Template parameters typedefs

Member Function Documentation

CreateAnother()

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

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

(

void

)

const

ForwardGenerateData()

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

void otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::ForwardGenerateData

protectedvirtual

Template parameters typedefs

Definition at line 289 of file otbMNFImageFilter.hxx.

ForwardGenerateOutputInformation()

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

void otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::ForwardGenerateOutputInformation

protected

Internal methods

Definition at line 118 of file otbMNFImageFilter.hxx.

GenerateData()

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

void otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::GenerateData

overrideprotected

GenerateData Through a filter of filter structure

Definition at line 275 of file otbMNFImageFilter.hxx.

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

GenerateOutputInformation()

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

void otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, 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 60 of file otbMNFImageFilter.hxx.

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

GenerateTransformationMatrix()

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

void otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::GenerateTransformationMatrix

protectedvirtual

Specific functionality of MNF

Reimplemented in otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >.

Definition at line 305 of file otbMNFImageFilter.hxx.

GetCovarianceMatrix()

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

virtual MatrixType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::GetCovarianceMatrix ( ) const

virtual

Template parameters typedefs

GetEigenValues()

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

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

virtual

Template parameters typedefs

GetMeanValues()

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

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

virtual

Template parameters typedefs

GetNameOfClass()

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

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

virtual

Creation through object factory macro

Reimplemented in otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >.

GetNoiseCovarianceEstimator()

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

virtual CovarianceEstimatorFilterType* otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::GetNoiseCovarianceEstimator ( )

virtual

Template parameters typedefs

GetNoiseCovarianceMatrix()

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

virtual MatrixType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::GetNoiseCovarianceMatrix ( ) const

virtual

Template parameters typedefs

GetNoiseImageFilter()

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

virtual NoiseImageFilterType* otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::GetNoiseImageFilter ( )

virtual

Template parameters typedefs

GetNormalizer() [1/2]

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

virtual NormalizeFilterType* otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::GetNormalizer ( )

virtual

Template parameters typedefs

GetNormalizer() [2/2]

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

virtual NormalizeFilterType* otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::GetNormalizer ( ) const

virtual

Template parameters typedefs

GetNumberOfPrincipalComponentsRequired()

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

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

virtual

Set/Get the number of required largest principal components.

GetStdDevValues()

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

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

virtual

Template parameters typedefs

GetTransformationMatrix()

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

virtual MatrixType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::GetTransformationMatrix ( ) const

virtual

Template parameters typedefs

GetTransformer()

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

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

virtual

Template parameters typedefs

GetUseNormalization()

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

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

virtual

Normalization only impact the use of variance. The data is always centered

New()

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

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

static

Type macro

operator=()

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

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

private

Template parameters typedefs

PrintSelf()

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

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

overrideprotected

Template parameters typedefs

Definition at line 331 of file otbMNFImageFilter.hxx.

ReverseGenerateData()

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

void otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::ReverseGenerateData

protectedvirtual

Template parameters typedefs

Definition at line 297 of file otbMNFImageFilter.hxx.

ReverseGenerateOutputInformation()

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

void otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::ReverseGenerateOutputInformation

protected

Template parameters typedefs

Definition at line 192 of file otbMNFImageFilter.hxx.

SetCovarianceMatrix()

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

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

inline

Template parameters typedefs

Definition at line 128 of file otbMNFImageFilter.h.

SetMeanValues()

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

void otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::SetMeanValues ( const VectorType &  vec )

inline

Template parameters typedefs

Definition at line 113 of file otbMNFImageFilter.h.

SetNoiseCovarianceMatrix()

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

void otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::SetNoiseCovarianceMatrix ( const MatrixType &  mat )

inline

Template parameters typedefs

Definition at line 135 of file otbMNFImageFilter.h.

SetNumberOfPrincipalComponentsRequired()

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

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

virtual

Template parameters typedefs

SetStatisticsUserIgnoredValue()

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

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

inline

User ignored value for the normalizer

User ignored value for the covariance estimator

User ignored value for the noise covariance estimator

Definition at line 149 of file otbMNFImageFilter.h.

SetStdDevValues()

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

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

inline

Template parameters typedefs

Definition at line 120 of file otbMNFImageFilter.h.

SetTransformationMatrix()

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

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

inline

Template parameters typedefs

Definition at line 142 of file otbMNFImageFilter.h.

SetUseNormalization()

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

virtual void otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::SetUseNormalization ( bool  _arg )

virtual

Template parameters typedefs

Member Data Documentation

DirectionOfTransformation

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

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

static

Template parameters typedefs

Definition at line 68 of file otbMNFImageFilter.h.

InputImageDimension

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

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

static

Dimension

Definition at line 63 of file otbMNFImageFilter.h.

m_CovarianceEstimator

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

CovarianceEstimatorFilterPointerType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_CovarianceEstimator

protected

Template parameters typedefs

Definition at line 221 of file otbMNFImageFilter.h.

m_CovarianceMatrix

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

MatrixType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_CovarianceMatrix

protected

Template parameters typedefs

Definition at line 214 of file otbMNFImageFilter.h.

m_EigenValues

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

VectorType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_EigenValues

protected

Template parameters typedefs

Definition at line 217 of file otbMNFImageFilter.h.

m_GivenCovarianceMatrix

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

bool otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_GivenCovarianceMatrix

protected

Template parameters typedefs

Definition at line 207 of file otbMNFImageFilter.h.

m_GivenMeanValues

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

bool otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_GivenMeanValues

protected

Template parameters typedefs

Definition at line 204 of file otbMNFImageFilter.h.

m_GivenNoiseCovarianceMatrix

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

bool otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_GivenNoiseCovarianceMatrix

protected

Template parameters typedefs

Definition at line 208 of file otbMNFImageFilter.h.

m_GivenStdDevValues

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

bool otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_GivenStdDevValues

protected

Template parameters typedefs

Definition at line 205 of file otbMNFImageFilter.h.

m_GivenTransformationMatrix

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

bool otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_GivenTransformationMatrix

protected

Template parameters typedefs

Definition at line 209 of file otbMNFImageFilter.h.

m_IsTransformationMatrixForward

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

bool otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_IsTransformationMatrixForward

protected

Template parameters typedefs

Definition at line 210 of file otbMNFImageFilter.h.

m_MeanValues

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

VectorType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_MeanValues

protected

Template parameters typedefs

Definition at line 212 of file otbMNFImageFilter.h.

m_NoiseCovarianceEstimator

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

CovarianceEstimatorFilterPointerType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_NoiseCovarianceEstimator

protected

Template parameters typedefs

Definition at line 222 of file otbMNFImageFilter.h.

m_NoiseCovarianceMatrix

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

MatrixType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_NoiseCovarianceMatrix

protected

Template parameters typedefs

Definition at line 215 of file otbMNFImageFilter.h.

m_NoiseImageFilter

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

NoiseImageFilterPointerType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_NoiseImageFilter

protected

Template parameters typedefs

Definition at line 220 of file otbMNFImageFilter.h.

m_Normalizer

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

NormalizeFilterPointerType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_Normalizer

protected

Template parameters typedefs

Definition at line 219 of file otbMNFImageFilter.h.

m_NumberOfPrincipalComponentsRequired

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

unsigned int otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_NumberOfPrincipalComponentsRequired

protected

Internal attributes

Definition at line 201 of file otbMNFImageFilter.h.

m_StdDevValues

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

VectorType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_StdDevValues

protected

Template parameters typedefs

Definition at line 213 of file otbMNFImageFilter.h.

m_TransformationMatrix

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

MatrixType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_TransformationMatrix

protected

Template parameters typedefs

Definition at line 216 of file otbMNFImageFilter.h.

m_Transformer

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

TransformFilterPointerType otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_Transformer

protected

Template parameters typedefs

Definition at line 223 of file otbMNFImageFilter.h.

m_UseNormalization

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

bool otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::m_UseNormalization

protected

Template parameters typedefs

Definition at line 203 of file otbMNFImageFilter.h.

OutputImageDimension

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

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

static

Template parameters typedefs

Definition at line 64 of file otbMNFImageFilter.h.

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

• otbMNFImageFilter.h
• otbMNFImageFilter.hxx