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

#include <otbFastICAImageFilter.h>

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

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

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer
typedef itk::SmartPointer< Self >	Pointer
typedef FastICAImageFilter	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 PCAImageFilter< InputImageType, OutputImageType, TDirectionOfTransformation >	PCAFilterType
typedef PCAFilterType::Pointer	PCAFilterPointerType
typedef PCAFilterType::RealType	RealType
typedef PCAFilterType::VectorType	VectorType
typedef PCAFilterType::MatrixType	MatrixType
typedef MatrixType::InternalMatrixType	InternalMatrixType
typedef InternalMatrixType::element_type	MatrixElementType
typedef MatrixImageFilter< TInputImage, TOutputImage >	TransformFilterType
typedef TransformFilterType::Pointer	TransformFilterPointerType
typedef FastICAInternalOptimizerVectorImageFilter< InputImageType, InputImageType >	InternalOptimizerType
typedef InternalOptimizerType::Pointer	InternalOptimizerPointerType
typedef StreamingStatisticsVectorImageFilter< InputImageType >	MeanEstimatorFilterType
typedef MeanEstimatorFilterType::Pointer	MeanEstimatorFilterPointerType
typedef std::function< double(double)>	NonLinearityType
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_GivenTransformationMatrix
bool	m_IsTransformationForward
MatrixType	m_TransformationMatrix
unsigned int	m_NumberOfIterations
double	m_ConvergenceThreshold
NonLinearityType	m_NonLinearity
NonLinearityType	m_NonLinearityDerivative
double	m_Mu
PCAFilterPointerType	m_PCAFilter
TransformFilterPointerType	m_TransformFilter
virtual unsigned int	GetNumberOfPrincipalComponentsRequired ()
virtual void	SetNumberOfPrincipalComponentsRequired (unsigned int _arg)
virtual PCAFilterType *	GetPCAFilter () const
virtual PCAFilterType *	GetPCAFilter ()
virtual TransformFilterType *	GetTransformFilter () const
virtual TransformFilterType *	GetTransformFilter ()
VectorType	GetMeanValues () const
void	SetMeanValues (const VectorType &vec)
VectorType	GetStdDevValues () const
void	SetStdDevValues (const VectorType &vec)
MatrixType	GetPCATransformationMatrix () const
void	SetPCATransformationMatrix (const MatrixType &mat, bool isForward=true)
virtual MatrixType	GetTransformationMatrix () const
virtual MatrixType	GetTransformationMatrix ()
void	SetTransformationMatrix (const MatrixType &mat, bool isForward=true)
virtual unsigned int	GetNumberOfIterations ()
virtual void	SetNumberOfIterations (unsigned int _arg)
virtual double	GetConvergenceThreshold ()
virtual void	SetConvergenceThreshold (double _arg)
void	SetNonLinearity (NonLinearityType NonLinearity, NonLinearityType NonLinearityDerivative)
virtual NonLinearityType	GetNonLinearity ()
virtual NonLinearityType	GetNonLinearityDerivative ()
virtual double	GetMu ()
virtual void	SetMu (double _arg)
	FastICAImageFilter ()
	~FastICAImageFilter () override
void	GenerateOutputInformation () override
void	GenerateData () override
void	ForwardGenerateOutputInformation ()
void	ReverseGenerateOutputInformation ()
virtual void	ForwardGenerateData ()
virtual void	ReverseGenerateData ()
virtual void	GenerateTransformationMatrix ()
	FastICAImageFilter (const Self &)=delete
void	operator= (const Self &)=delete

Detailed Description

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

Performs a Independent Component Analysis (ICA)

This filter is an implementation of the stabilized fixed-point FastICA algorithm described in [1] with a symmetric decorrelation at each step.

The contrast function and its derivative can be supplied to the filter as lambda functions.

[1] Fast and robust fixed-point algorithms for independent component analysis

See also

PCAImageFilter

Definition at line 47 of file otbFastICAImageFilter.h.

Member Typedef Documentation

ConstPointer

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

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

Definition at line 54 of file otbFastICAImageFilter.h.

InputImageType

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

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

typedefs

Definition at line 71 of file otbFastICAImageFilter.h.

InternalMatrixType

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

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

typedefs

Definition at line 80 of file otbFastICAImageFilter.h.

InternalOptimizerPointerType

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

typedef InternalOptimizerType::Pointer otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::InternalOptimizerPointerType

typedefs

Definition at line 87 of file otbFastICAImageFilter.h.

InternalOptimizerType

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

typedef FastICAInternalOptimizerVectorImageFilter<InputImageType, InputImageType> otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::InternalOptimizerType

typedefs

Definition at line 86 of file otbFastICAImageFilter.h.

MatrixElementType

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

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

typedefs

Definition at line 81 of file otbFastICAImageFilter.h.

MatrixType

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

typedef PCAFilterType::MatrixType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::MatrixType

typedefs

Definition at line 79 of file otbFastICAImageFilter.h.

MeanEstimatorFilterPointerType

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

typedef MeanEstimatorFilterType::Pointer otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::MeanEstimatorFilterPointerType

typedefs

Definition at line 90 of file otbFastICAImageFilter.h.

MeanEstimatorFilterType

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

typedef StreamingStatisticsVectorImageFilter<InputImageType> otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::MeanEstimatorFilterType

typedefs

Definition at line 89 of file otbFastICAImageFilter.h.

NonLinearityType

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

typedef std::function<double(double)> otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::NonLinearityType

typedefs

Definition at line 92 of file otbFastICAImageFilter.h.

OutputImageType

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

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

typedefs

Definition at line 72 of file otbFastICAImageFilter.h.

PCAFilterPointerType

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

typedef PCAFilterType::Pointer otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::PCAFilterPointerType

typedefs

Definition at line 75 of file otbFastICAImageFilter.h.

PCAFilterType

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

typedef PCAImageFilter<InputImageType, OutputImageType, TDirectionOfTransformation> otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::PCAFilterType

typedefs

Definition at line 74 of file otbFastICAImageFilter.h.

Pointer

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

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

Definition at line 53 of file otbFastICAImageFilter.h.

RealType

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

typedef PCAFilterType::RealType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::RealType

typedefs

Definition at line 77 of file otbFastICAImageFilter.h.

Self

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

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

Standard typedefs

Definition at line 51 of file otbFastICAImageFilter.h.

Superclass

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

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

Definition at line 52 of file otbFastICAImageFilter.h.

TransformDirectionEnumType

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

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

typedefs

Definition at line 67 of file otbFastICAImageFilter.h.

TransformFilterPointerType

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

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

typedefs

Definition at line 84 of file otbFastICAImageFilter.h.

TransformFilterType

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

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

typedefs

Definition at line 83 of file otbFastICAImageFilter.h.

VectorType

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

typedef PCAFilterType::VectorType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::VectorType

typedefs

Definition at line 78 of file otbFastICAImageFilter.h.

Constructor & Destructor Documentation

FastICAImageFilter() [1/2]

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

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

protected

typedefs

Definition at line 38 of file otbFastICAImageFilter.hxx.

~FastICAImageFilter()

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

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

inlineoverrideprotected

typedefs

Definition at line 165 of file otbFastICAImageFilter.h.

FastICAImageFilter() [2/2]

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

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

privatedelete

typedefs

Member Function Documentation

CreateAnother()

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

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

(

void

)

const

ForwardGenerateData()

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

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

protectedvirtual

typedefs

Definition at line 193 of file otbFastICAImageFilter.hxx.

ForwardGenerateOutputInformation()

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

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

protected

Internal methods

Definition at line 117 of file otbFastICAImageFilter.hxx.

GenerateData()

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

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

overrideprotected

GenerateData Through a filter of filter structure

Definition at line 179 of file otbFastICAImageFilter.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::FastICAImageFilter< 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 63 of file otbFastICAImageFilter.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::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GenerateTransformationMatrix

protectedvirtual

this is the specific part of FastICA

Definition at line 210 of file otbFastICAImageFilter.hxx.

References otbMsgDebugMacro.

GetConvergenceThreshold()

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

virtual double otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetConvergenceThreshold ( )

virtual

typedefs

GetMeanValues()

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

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

inline

typedefs

Definition at line 107 of file otbFastICAImageFilter.h.

GetMu()

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

virtual double otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetMu ( )

virtual

typedefs

GetNameOfClass()

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

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

virtual

Creation through object factory macro

GetNonLinearity()

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

virtual NonLinearityType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetNonLinearity ( )

virtual

typedefs

GetNonLinearityDerivative()

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

virtual NonLinearityType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetNonLinearityDerivative ( )

virtual

typedefs

GetNumberOfIterations()

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

virtual unsigned int otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetNumberOfIterations ( )

virtual

typedefs

GetNumberOfPrincipalComponentsRequired()

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

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

virtual

Set/Get the number of required largest principal components.

GetPCAFilter() [1/2]

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

virtual PCAFilterType* otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetPCAFilter ( )

virtual

typedefs

GetPCAFilter() [2/2]

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

virtual PCAFilterType* otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetPCAFilter ( ) const

virtual

typedefs

GetPCATransformationMatrix()

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

MatrixType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetPCATransformationMatrix ( ) const

inline

typedefs

Definition at line 125 of file otbFastICAImageFilter.h.

GetStdDevValues()

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

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

inline

typedefs

Definition at line 116 of file otbFastICAImageFilter.h.

GetTransformationMatrix() [1/2]

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

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

virtual

typedefs

GetTransformationMatrix() [2/2]

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

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

virtual

typedefs

GetTransformFilter() [1/2]

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

virtual TransformFilterType* otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetTransformFilter ( )

virtual

typedefs

GetTransformFilter() [2/2]

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

virtual TransformFilterType* otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetTransformFilter ( ) const

virtual

typedefs

New()

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

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

static

Type macro

operator=()

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

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

privatedelete

typedefs

ReverseGenerateData()

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

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

protectedvirtual

typedefs

Definition at line 202 of file otbFastICAImageFilter.hxx.

ReverseGenerateOutputInformation()

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

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

protected

typedefs

Definition at line 146 of file otbFastICAImageFilter.hxx.

SetConvergenceThreshold()

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

virtual void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetConvergenceThreshold ( double  _arg )

virtual

typedefs

SetMeanValues()

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

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

inline

typedefs

Definition at line 111 of file otbFastICAImageFilter.h.

SetMu()

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

virtual void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetMu ( double  _arg )

virtual

typedefs

SetNonLinearity()

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

void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetNonLinearity ( NonLinearityType  NonLinearity, NonLinearityType  NonLinearityDerivative  )

inline

typedefs

Definition at line 150 of file otbFastICAImageFilter.h.

SetNumberOfIterations()

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

virtual void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetNumberOfIterations ( unsigned int  _arg )

virtual

typedefs

SetNumberOfPrincipalComponentsRequired()

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

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

virtual

typedefs

SetPCATransformationMatrix()

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

void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetPCATransformationMatrix ( const MatrixType &  mat, bool  isForward = true  )

inline

typedefs

Definition at line 129 of file otbFastICAImageFilter.h.

SetStdDevValues()

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

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

inline

typedefs

Definition at line 120 of file otbFastICAImageFilter.h.

SetTransformationMatrix()

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

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

inline

typedefs

Definition at line 136 of file otbFastICAImageFilter.h.

Member Data Documentation

DirectionOfTransformation

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

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

static

typedefs

Definition at line 68 of file otbFastICAImageFilter.h.

InputImageDimension

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

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

static

Dimension

Definition at line 63 of file otbFastICAImageFilter.h.

m_ConvergenceThreshold

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

double otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_ConvergenceThreshold

protected

typedefs

Definition at line 203 of file otbFastICAImageFilter.h.

m_GivenTransformationMatrix

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

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

protected

Transformation matrix refers to the ICA step (not PCA)

Definition at line 197 of file otbFastICAImageFilter.h.

m_IsTransformationForward

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

bool otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_IsTransformationForward

protected

typedefs

Definition at line 198 of file otbFastICAImageFilter.h.

m_Mu

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

double otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_Mu

protected

typedefs

Definition at line 206 of file otbFastICAImageFilter.h.

m_NonLinearity

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

NonLinearityType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_NonLinearity

protected

typedefs

Definition at line 204 of file otbFastICAImageFilter.h.

m_NonLinearityDerivative

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

NonLinearityType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_NonLinearityDerivative

protected

typedefs

Definition at line 205 of file otbFastICAImageFilter.h.

m_NumberOfIterations

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

unsigned int otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_NumberOfIterations

protected

FastICA parameters

Definition at line 202 of file otbFastICAImageFilter.h.

m_NumberOfPrincipalComponentsRequired

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

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

protected

typedefs

Definition at line 194 of file otbFastICAImageFilter.h.

m_PCAFilter

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

PCAFilterPointerType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_PCAFilter

protected

typedefs

Definition at line 209 of file otbFastICAImageFilter.h.

m_TransformationMatrix

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

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

protected

typedefs

Definition at line 199 of file otbFastICAImageFilter.h.

m_TransformFilter

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

TransformFilterPointerType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_TransformFilter

protected

typedefs

Definition at line 210 of file otbFastICAImageFilter.h.

OutputImageDimension

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

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

static

typedefs

Definition at line 64 of file otbFastICAImageFilter.h.

---

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

• otbFastICAImageFilter.h
• otbFastICAImageFilter.hxx