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

Performs a Independent Component Analysis. More...

#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 double(* ContrastFunctionType )(double)
 
typedef TInputImage InputImageType
 
typedef
MatrixType::InternalMatrixType 
InternalMatrixType
 
typedef
InternalOptimizerType::Pointer 
InternalOptimizerPointerType
 
typedef
FastICAInternalOptimizerVectorImageFilter
< InputImageType,
InputImageType
InternalOptimizerType
 
typedef
InternalMatrixType::element_type 
MatrixElementType
 
typedef PCAFilterType::MatrixType MatrixType
 
typedef
MeanEstimatorFilterType::Pointer 
MeanEstimatorFilterPointerType
 
typedef
StreamingStatisticsVectorImageFilter
< InputImageType
MeanEstimatorFilterType
 
typedef TOutputImage OutputImageType
 
typedef PCAFilterType::Pointer PCAFilterPointerType
 
typedef PCAImageFilter
< InputImageType,
OutputImageType,
TDirectionOfTransformation > 
PCAFilterType
 
typedef itk::SmartPointer< SelfPointer
 
typedef PCAFilterType::RealType RealType
 
typedef FastICAImageFilter Self
 
typedef
itk::ImageToImageFilter
< TInputImage, TOutputImage > 
Superclass
 
typedef
Transform::TransformDirection 
TransformDirectionEnumType
 
typedef
TransformFilterType::Pointer 
TransformFilterPointerType
 
typedef MatrixImageFilter
< TInputImage, TOutputImage > 
TransformFilterType
 
typedef PCAFilterType::VectorType VectorType
 

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
virtual ContrastFunctionType GetContrastFunction ()
 
virtual double GetConvergenceThreshold ()
 
VectorType GetMeanValues () const
 
virtual double GetMu ()
 
virtual const char * GetNameOfClass () const
 
virtual unsigned int GetNumberOfIterations ()
 
virtual unsigned int GetNumberOfPrincipalComponentsRequired ()
 
virtual PCAFilterTypeGetPCAFilter () const
 
virtual PCAFilterTypeGetPCAFilter ()
 
MatrixType GetPCATransformationMatrix () const
 
VectorType GetStdDevValues () const
 
virtual MatrixType GetTransformationMatrix () const
 
virtual MatrixType GetTransformationMatrix ()
 
virtual TransformFilterTypeGetTransformFilter () const
 
virtual TransformFilterTypeGetTransformFilter ()
 
virtual void SetConvergenceThreshold (double _arg)
 
void SetMeanValues (const VectorType &vec)
 
virtual void SetMu (double _arg)
 
virtual void SetNumberOfIterations (unsigned int _arg)
 
virtual void SetNumberOfPrincipalComponentsRequired (unsigned int _arg)
 
void SetPCATransformationMatrix (const MatrixType &mat, bool isForward=true)
 
void SetStdDevValues (const VectorType &vec)
 
void SetTransformationMatrix (const MatrixType &mat, bool isForward=true)
 

Static Public Member Functions

static Pointer New ()
 
- Static Public Member Functions inherited from itk::ImageSource< TOutputImage >
static const
ImageRegionSplitterBase
GetGlobalDefaultSplitter (void)
 

Static Public Attributes

static const
TransformDirectionEnumType 
DirectionOfTransformation = TDirectionOfTransformation
 
static const unsigned int InputImageDimension = TInputImage::ImageDimension
 
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 

Protected Member Functions

 FastICAImageFilter ()
 
virtual ~FastICAImageFilter ()
 
virtual void ForwardGenerateData ()
 
virtual void GenerateData ()
 
virtual void GenerateOutputInformation ()
 
virtual void GenerateTransformationMatrix ()
 
virtual void ReverseGenerateData ()
 

Protected Attributes

ContrastFunctionType m_ContrastFunction
 
double m_ConvergenceThreshold
 
bool m_GivenTransformationMatrix
 
bool m_IsTransformationForward
 
double m_Mu
 
unsigned int m_NumberOfIterations
 
unsigned int m_NumberOfPrincipalComponentsRequired
 
PCAFilterPointerType m_PCAFilter
 
MatrixType m_TransformationMatrix
 
TransformFilterPointerType m_TransformFilter
 

Private Member Functions

 FastICAImageFilter (const Self &)
 
void operator= (const Self &)
 

Detailed Description

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

Performs a Independent 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
PCAImageFilter

Definition at line 39 of file otbFastICAImageFilter.h.

Member Typedef Documentation

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef itk::SmartPointer<const Self> otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::ConstPointer

Definition at line 47 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef double(* otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::ContrastFunctionType)(double)

Definition at line 86 of file otbFastICAImageFilter.h.

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

typedefs

Definition at line 63 of file otbFastICAImageFilter.h.

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

Definition at line 73 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef InternalOptimizerType::Pointer otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::InternalOptimizerPointerType

Definition at line 81 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef FastICAInternalOptimizerVectorImageFilter< InputImageType, InputImageType > otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::InternalOptimizerType

Definition at line 80 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef InternalMatrixType::element_type otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::MatrixElementType

Definition at line 74 of file otbFastICAImageFilter.h.

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

Definition at line 72 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef MeanEstimatorFilterType::Pointer otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::MeanEstimatorFilterPointerType

Definition at line 84 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef StreamingStatisticsVectorImageFilter< InputImageType > otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::MeanEstimatorFilterType

Definition at line 83 of file otbFastICAImageFilter.h.

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

Definition at line 64 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef PCAFilterType::Pointer otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::PCAFilterPointerType

Definition at line 68 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef PCAImageFilter< InputImageType, OutputImageType, TDirectionOfTransformation > otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::PCAFilterType

Definition at line 67 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef itk::SmartPointer<Self> otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::Pointer

Definition at line 46 of file otbFastICAImageFilter.h.

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

Definition at line 70 of file otbFastICAImageFilter.h.

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

Standard typedefs

Definition at line 44 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef itk::ImageToImageFilter<TInputImage, TOutputImage> otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::Superclass

Definition at line 45 of file otbFastICAImageFilter.h.

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

Definition at line 59 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
typedef TransformFilterType::Pointer otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::TransformFilterPointerType

Definition at line 77 of file otbFastICAImageFilter.h.

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

Definition at line 76 of file otbFastICAImageFilter.h.

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

Definition at line 71 of file otbFastICAImageFilter.h.

Constructor & Destructor Documentation

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

Definition at line 39 of file otbFastICAImageFilter.txx.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::~FastICAImageFilter ( )
inlineprotectedvirtual

Definition at line 150 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::FastICAImageFilter ( const Self )
private

Member Function Documentation

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual::itk::LightObject::Pointer otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::CreateAnother ( void  ) const
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::ForwardGenerateData ( )
protectedvirtual

Internal methods

Definition at line 133 of file otbFastICAImageFilter.txx.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GenerateData ( void  )
protectedvirtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GenerateOutputInformation ( void  )
protectedvirtual

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, otherwize, GenerateOutputInformation throws an itk::ExceptionObject

Definition at line 63 of file otbFastICAImageFilter.txx.

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

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 215 of file otbFastICAImageFilter.txx.

References itk::ProgressReporter::CompletedPixel(), itk::NumericTraits< T >::max(), and otbMsgDebugMacro.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual ContrastFunctionType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetContrastFunction ( )
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual double otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetConvergenceThreshold ( )
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
VectorType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetMeanValues ( ) const
inline

Definition at line 100 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual double otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetMu ( )
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual const char* otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetNameOfClass ( ) const
virtual

Creation through object factory macro

Reimplemented from itk::ImageSource< TOutputImage >.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual unsigned int otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetNumberOfIterations ( )
virtual
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.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual PCAFilterType* otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetPCAFilter ( ) const
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual PCAFilterType* otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetPCAFilter ( )
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
MatrixType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetPCATransformationMatrix ( ) const
inline

Definition at line 118 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
VectorType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetStdDevValues ( ) const
inline

Definition at line 109 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual MatrixType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetTransformationMatrix ( ) const
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual MatrixType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetTransformationMatrix ( )
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual TransformFilterType* otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetTransformFilter ( ) const
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual TransformFilterType* otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::GetTransformFilter ( )
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
static Pointer otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::New ( )
static

Type macro

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::operator= ( const Self )
private
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::ReverseGenerateData ( )
protectedvirtual

Definition at line 172 of file otbFastICAImageFilter.txx.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetConvergenceThreshold ( double  _arg)
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetMeanValues ( const VectorType vec)
inline

Definition at line 104 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetMu ( double  _arg)
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetNumberOfIterations ( unsigned int  _arg)
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
virtual void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetNumberOfPrincipalComponentsRequired ( unsigned int  _arg)
virtual
template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetPCATransformationMatrix ( const MatrixType mat,
bool  isForward = true 
)
inline

Definition at line 122 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetStdDevValues ( const VectorType vec)
inline

Definition at line 113 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
void otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::SetTransformationMatrix ( const MatrixType mat,
bool  isForward = true 
)
inline

Definition at line 129 of file otbFastICAImageFilter.h.

Member Data Documentation

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
const TransformDirectionEnumType otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::DirectionOfTransformation = TDirectionOfTransformation
static

Definition at line 60 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
const unsigned int otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::InputImageDimension = TInputImage::ImageDimension
static

Dimension

Definition at line 56 of file otbFastICAImageFilter.h.

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

Definition at line 184 of file otbFastICAImageFilter.h.

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

Definition at line 183 of file otbFastICAImageFilter.h.

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 177 of file otbFastICAImageFilter.h.

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

Definition at line 178 of file otbFastICAImageFilter.h.

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

Definition at line 185 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
unsigned int otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_NumberOfIterations
protected

FastICA parameters

Definition at line 182 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
unsigned int otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::m_NumberOfPrincipalComponentsRequired
protected

Definition at line 174 of file otbFastICAImageFilter.h.

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

Definition at line 187 of file otbFastICAImageFilter.h.

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

Definition at line 179 of file otbFastICAImageFilter.h.

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

Definition at line 188 of file otbFastICAImageFilter.h.

template<class TInputImage , class TOutputImage , Transform::TransformDirection TDirectionOfTransformation>
const unsigned int otb::FastICAImageFilter< TInputImage, TOutputImage, TDirectionOfTransformation >::OutputImageDimension = TOutputImage::ImageDimension
static

Definition at line 57 of file otbFastICAImageFilter.h.


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