otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage > Class Template Reference

#include <otbFastICAInternalOptimizerVectorImageFilter.h>

Inheritance diagram for otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >:

Collaboration diagram for otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >:

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer
typedef itk::SmartPointer< Self >	Pointer
typedef FastICAInternalOptimizerVectorImageFilter	Self
typedef itk::ImageToImageFilter< TInputImage, TOutputImage >	Superclass
Public Types inherited from otb::PersistentImageFilter< TInputImage, TOutputImage >
typedef itk::SmartPointer< const Self >	ConstPointer
typedef TInputImage	InputImageType
typedef TOutputImage	OutputImageType
typedef itk::SmartPointer< Self >	Pointer
typedef PersistentImageFilter	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 TInputImage	InputImageType
typedef InputImageType::RegionType	InputRegionType
typedef TOutputImage	OutputImageType
typedef OutputImageType::RegionType	OutputRegionType
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 std::function< double(double)>	NonLinearityType
static const unsigned int	InputImageDimension = TInputImage::ImageDimension
static const unsigned int	OutputImageDimension = TOutputImage::ImageDimension
unsigned int	m_CurrentBandForLoop
std::vector< double >	m_BetaVector
std::vector< double >	m_DenVector
std::vector< double >	m_NbSamples
double	m_Beta
double	m_Den
InternalMatrixType	m_W
NonLinearityType	m_NonLinearity
NonLinearityType	m_NonLinearityDerivative
TransformFilterPointerType	m_TransformFilter
virtual void	SetCurrentBandForLoop (unsigned int _arg)
virtual unsigned int	GetCurrentBandForLoop ()
virtual InternalMatrixType	GetW ()
virtual void	SetW (InternalMatrixType _arg)
void	SetNonLinearity (NonLinearityType NonLinearity, NonLinearityType NonLinearityDerivative)
virtual double	GetBeta ()
virtual double	GetDen ()
virtual void	Reset () override
virtual void	Synthetize () override
	FastICAInternalOptimizerVectorImageFilter ()
	~FastICAInternalOptimizerVectorImageFilter () override
void	GenerateOutputInformation () override
void	ThreadedGenerateData (const OutputRegionType &, itk::ThreadIdType) override
	FastICAInternalOptimizerVectorImageFilter (const Self &)
void	operator= (const Self &)

Additional Inherited Members
Protected Member Functions inherited from otb::PersistentImageFilter< TInputImage, TOutputImage >
	PersistentImageFilter ()
void	PrintSelf (std::ostream &os, itk::Indent indent) const override
	~PersistentImageFilter () override

Detailed Description

template<class TInputImage, class TOutputImage>
class otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >

Internal optimisation of the FastICA unmixing filter.

This class implements the internal search for the unmixing matrix W in the FastICA technique.

The class takes 2 inputs (initial image and its projection with the W matrix).

See also

FastICAImageFilter

Definition at line 46 of file otbFastICAInternalOptimizerVectorImageFilter.h.

Member Typedef Documentation

ConstPointer

template<class TInputImage , class TOutputImage >

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

Definition at line 53 of file otbFastICAInternalOptimizerVectorImageFilter.h.

CovarianceEstimatorFilterPointerType

template<class TInputImage , class TOutputImage >

typedef CovarianceEstimatorFilterType::Pointer otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::CovarianceEstimatorFilterPointerType

Template parameters typedefs

Definition at line 75 of file otbFastICAInternalOptimizerVectorImageFilter.h.

CovarianceEstimatorFilterType

template<class TInputImage , class TOutputImage >

typedef StreamingStatisticsVectorImageFilter<InputImageType> otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::CovarianceEstimatorFilterType

Filter types and related

Definition at line 74 of file otbFastICAInternalOptimizerVectorImageFilter.h.

InputImageType

template<class TInputImage , class TOutputImage >

typedef TInputImage otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::InputImageType

Template parameters typedefs

Definition at line 67 of file otbFastICAInternalOptimizerVectorImageFilter.h.

InputRegionType

template<class TInputImage , class TOutputImage >

typedef InputImageType::RegionType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::InputRegionType

Template parameters typedefs

Definition at line 68 of file otbFastICAInternalOptimizerVectorImageFilter.h.

InternalMatrixType

template<class TInputImage , class TOutputImage >

typedef MatrixType::InternalMatrixType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::InternalMatrixType

Template parameters typedefs

Definition at line 81 of file otbFastICAInternalOptimizerVectorImageFilter.h.

MatrixElementType

template<class TInputImage , class TOutputImage >

typedef InternalMatrixType::element_type otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::MatrixElementType

Template parameters typedefs

Definition at line 82 of file otbFastICAInternalOptimizerVectorImageFilter.h.

MatrixObjectType

template<class TInputImage , class TOutputImage >

typedef CovarianceEstimatorFilterType::MatrixObjectType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::MatrixObjectType

Template parameters typedefs

Definition at line 79 of file otbFastICAInternalOptimizerVectorImageFilter.h.

MatrixType

template<class TInputImage , class TOutputImage >

typedef MatrixObjectType::ComponentType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::MatrixType

Template parameters typedefs

Definition at line 80 of file otbFastICAInternalOptimizerVectorImageFilter.h.

NonLinearityType

template<class TInputImage , class TOutputImage >

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

Template parameters typedefs

Definition at line 87 of file otbFastICAInternalOptimizerVectorImageFilter.h.

OutputImageType

template<class TInputImage , class TOutputImage >

typedef TOutputImage otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::OutputImageType

Template parameters typedefs

Definition at line 70 of file otbFastICAInternalOptimizerVectorImageFilter.h.

OutputRegionType

template<class TInputImage , class TOutputImage >

typedef OutputImageType::RegionType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::OutputRegionType

Template parameters typedefs

Definition at line 71 of file otbFastICAInternalOptimizerVectorImageFilter.h.

Pointer

template<class TInputImage , class TOutputImage >

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

Definition at line 52 of file otbFastICAInternalOptimizerVectorImageFilter.h.

RealType

template<class TInputImage , class TOutputImage >

typedef CovarianceEstimatorFilterType::RealType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::RealType

Template parameters typedefs

Definition at line 77 of file otbFastICAInternalOptimizerVectorImageFilter.h.

Self

template<class TInputImage , class TOutputImage >

typedef FastICAInternalOptimizerVectorImageFilter otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::Self

Standard typedefs

Definition at line 50 of file otbFastICAInternalOptimizerVectorImageFilter.h.

Superclass

template<class TInputImage , class TOutputImage >

typedef itk::ImageToImageFilter<TInputImage, TOutputImage> otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::Superclass

Definition at line 51 of file otbFastICAInternalOptimizerVectorImageFilter.h.

TransformFilterPointerType

template<class TInputImage , class TOutputImage >

typedef TransformFilterType::Pointer otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::TransformFilterPointerType

Template parameters typedefs

Definition at line 85 of file otbFastICAInternalOptimizerVectorImageFilter.h.

TransformFilterType

template<class TInputImage , class TOutputImage >

typedef MatrixImageFilter<TInputImage, TOutputImage> otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::TransformFilterType

Template parameters typedefs

Definition at line 84 of file otbFastICAInternalOptimizerVectorImageFilter.h.

VectorType

template<class TInputImage , class TOutputImage >

typedef CovarianceEstimatorFilterType::RealPixelType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::VectorType

Template parameters typedefs

Definition at line 78 of file otbFastICAInternalOptimizerVectorImageFilter.h.

Constructor & Destructor Documentation

FastICAInternalOptimizerVectorImageFilter() [1/2]

template<class TInputImage , class TOutputImage >

otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::FastICAInternalOptimizerVectorImageFilter

protected

Template parameters typedefs

Definition at line 35 of file otbFastICAInternalOptimizerVectorImageFilter.hxx.

~FastICAInternalOptimizerVectorImageFilter()

template<class TInputImage , class TOutputImage >

otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::~FastICAInternalOptimizerVectorImageFilter ( )

inlineoverrideprotected

Template parameters typedefs

Definition at line 111 of file otbFastICAInternalOptimizerVectorImageFilter.h.

FastICAInternalOptimizerVectorImageFilter() [2/2]

template<class TInputImage , class TOutputImage >

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

private

Template parameters typedefs

Member Function Documentation

CreateAnother()

template<class TInputImage , class TOutputImage >

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

(

void

)

const

GenerateOutputInformation()

template<class TInputImage , class TOutputImage >

void otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::GenerateOutputInformation

overrideprotected

Template parameters typedefs

Definition at line 50 of file otbFastICAInternalOptimizerVectorImageFilter.hxx.

GetBeta()

template<class TInputImage , class TOutputImage >

virtual double otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::GetBeta ( )

virtual

Template parameters typedefs

GetCurrentBandForLoop()

template<class TInputImage , class TOutputImage >

virtual unsigned int otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::GetCurrentBandForLoop ( )

virtual

Template parameters typedefs

GetDen()

template<class TInputImage , class TOutputImage >

virtual double otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::GetDen ( )

virtual

Template parameters typedefs

GetNameOfClass()

template<class TInputImage , class TOutputImage >

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

virtual

Creation through object factory macro

Reimplemented from otb::PersistentImageFilter< TInputImage, TOutputImage >.

GetW()

template<class TInputImage , class TOutputImage >

virtual InternalMatrixType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::GetW ( )

virtual

Template parameters typedefs

New()

template<class TInputImage , class TOutputImage >

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

static

Type macro

operator=()

template<class TInputImage , class TOutputImage >

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

private

Template parameters typedefs

Reset()

template<class TInputImage , class TOutputImage >

void otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::Reset

overridevirtual

Template parameters typedefs

Implements otb::PersistentImageFilter< TInputImage, TOutputImage >.

Definition at line 58 of file otbFastICAInternalOptimizerVectorImageFilter.hxx.

SetCurrentBandForLoop()

template<class TInputImage , class TOutputImage >

virtual void otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::SetCurrentBandForLoop ( unsigned int  _arg )

virtual

Template parameters typedefs

SetNonLinearity()

template<class TInputImage , class TOutputImage >

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

inline

Template parameters typedefs

Definition at line 95 of file otbFastICAInternalOptimizerVectorImageFilter.h.

SetW()

template<class TInputImage , class TOutputImage >

virtual void otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::SetW ( InternalMatrixType  _arg )

virtual

Template parameters typedefs

Synthetize()

template<class TInputImage , class TOutputImage >

void otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::Synthetize

overridevirtual

Template parameters typedefs

Implements otb::PersistentImageFilter< TInputImage, TOutputImage >.

Definition at line 123 of file otbFastICAInternalOptimizerVectorImageFilter.hxx.

ThreadedGenerateData()

template<class TInputImage , class TOutputImage >

void otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::ThreadedGenerateData ( const OutputRegionType &  outputRegionForThread, itk::ThreadIdType  threadId  )

overrideprotected

Template parameters typedefs

Definition at line 75 of file otbFastICAInternalOptimizerVectorImageFilter.hxx.

Member Data Documentation

InputImageDimension

template<class TInputImage , class TOutputImage >

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

static

Dimension

Definition at line 62 of file otbFastICAInternalOptimizerVectorImageFilter.h.

m_Beta

template<class TInputImage , class TOutputImage >

double otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::m_Beta

protected

Template parameters typedefs

Definition at line 124 of file otbFastICAInternalOptimizerVectorImageFilter.h.

m_BetaVector

template<class TInputImage , class TOutputImage >

std::vector<double> otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::m_BetaVector

protected

Template parameters typedefs

Definition at line 120 of file otbFastICAInternalOptimizerVectorImageFilter.h.

m_CurrentBandForLoop

template<class TInputImage , class TOutputImage >

unsigned int otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::m_CurrentBandForLoop

protected

Template parameters typedefs

Definition at line 118 of file otbFastICAInternalOptimizerVectorImageFilter.h.

m_Den

template<class TInputImage , class TOutputImage >

double otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::m_Den

protected

Template parameters typedefs

Definition at line 125 of file otbFastICAInternalOptimizerVectorImageFilter.h.

m_DenVector

template<class TInputImage , class TOutputImage >

std::vector<double> otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::m_DenVector

protected

Template parameters typedefs

Definition at line 121 of file otbFastICAInternalOptimizerVectorImageFilter.h.

m_NbSamples

template<class TInputImage , class TOutputImage >

std::vector<double> otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::m_NbSamples

protected

Template parameters typedefs

Definition at line 122 of file otbFastICAInternalOptimizerVectorImageFilter.h.

m_NonLinearity

template<class TInputImage , class TOutputImage >

NonLinearityType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::m_NonLinearity

protected

Template parameters typedefs

Definition at line 128 of file otbFastICAInternalOptimizerVectorImageFilter.h.

m_NonLinearityDerivative

template<class TInputImage , class TOutputImage >

NonLinearityType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::m_NonLinearityDerivative

protected

Template parameters typedefs

Definition at line 129 of file otbFastICAInternalOptimizerVectorImageFilter.h.

m_TransformFilter

template<class TInputImage , class TOutputImage >

TransformFilterPointerType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::m_TransformFilter

protected

Template parameters typedefs

Definition at line 130 of file otbFastICAInternalOptimizerVectorImageFilter.h.

m_W

template<class TInputImage , class TOutputImage >

InternalMatrixType otb::FastICAInternalOptimizerVectorImageFilter< TInputImage, TOutputImage >::m_W

protected

Template parameters typedefs

Definition at line 127 of file otbFastICAInternalOptimizerVectorImageFilter.h.

OutputImageDimension

template<class TInputImage , class TOutputImage >

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

static

Template parameters typedefs

Definition at line 63 of file otbFastICAInternalOptimizerVectorImageFilter.h.

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

• otbFastICAInternalOptimizerVectorImageFilter.h
• otbFastICAInternalOptimizerVectorImageFilter.hxx