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

#include <otbNAPCAImageFilter.h>

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

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

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer
typedef Superclass::CovarianceEstimatorFilterPointerType	CovarianceEstimatorFilterPointerType
typedef Superclass::CovarianceEstimatorFilterType	CovarianceEstimatorFilterType
typedef Superclass::InputImageType	InputImageType
typedef Superclass::InternalMatrixType	InternalMatrixType
typedef Superclass::MatrixElementType	MatrixElementType
typedef Superclass::MatrixObjectType	MatrixObjectType
typedef Superclass::MatrixType	MatrixType
typedef Superclass::NoiseImageFilterPointerType	NoiseImageFilterPointerType
typedef Superclass::NoiseImageFilterType	NoiseImageFilterType
typedef Superclass::NormalizeFilterPointerType	NormalizeFilterPointerType
typedef Superclass::NormalizeFilterType	NormalizeFilterType
typedef Superclass::OutputImageType	OutputImageType
typedef itk::SmartPointer< Self >	Pointer
typedef Superclass::RealType	RealType
typedef NAPCAImageFilter	Self
typedef MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >	Superclass
typedef Superclass::TransformFilterPointerType	TransformFilterPointerType
typedef Superclass::TransformFilterType	TransformFilterType
typedef Superclass::VectorType	VectorType
Public Types inherited from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >
typedef itk::SmartPointer< const Self >	ConstPointer
typedef itk::SmartPointer< Self >	Pointer
typedef MNFImageFilter	Self
typedef itk::ImageToImageFilter< TInputImage, TOutputImage >	Superclass
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

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual const char *	GetNameOfClass () const
Public Member Functions inherited from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
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

Static Public Member Functions
static Pointer	New ()
Static Public Member Functions inherited from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >
static Pointer	New ()

Protected Member Functions
void	GenerateTransformationMatrix () override
	NAPCAImageFilter ()
	~NAPCAImageFilter () override
Protected Member Functions inherited from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >
	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 ()

Additional Inherited Members
Static Public Attributes inherited from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >
static const unsigned int	InputImageDimension = TInputImage::ImageDimension
static const unsigned int	OutputImageDimension = TOutputImage::ImageDimension
static const TransformDirectionEnumType	DirectionOfTransformation = TDirectionOfTransformation
Protected Attributes inherited from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, 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

Detailed Description

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

Performs a Noise Adjusted PCA analysis of a vector image.

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

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

This class is very similar to the MNFImageFilter one since only the projection matrix definition (through GenerateTransformationMatrix function) differs.

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

See also

otbStreamingStatisticsVectorImageFilter

MNFImageFilter

Definition at line 50 of file otbNAPCAImageFilter.h.

Member Typedef Documentation

ConstPointer

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

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

Definition at line 56 of file otbNAPCAImageFilter.h.

CovarianceEstimatorFilterPointerType

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

typedef Superclass::CovarianceEstimatorFilterPointerType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::CovarianceEstimatorFilterPointerType

Definition at line 69 of file otbNAPCAImageFilter.h.

CovarianceEstimatorFilterType

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

typedef Superclass::CovarianceEstimatorFilterType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::CovarianceEstimatorFilterType

Definition at line 68 of file otbNAPCAImageFilter.h.

InputImageType

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

typedef Superclass::InputImageType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::InputImageType

Template parameters typedefs

Definition at line 62 of file otbNAPCAImageFilter.h.

InternalMatrixType

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

typedef Superclass::InternalMatrixType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::InternalMatrixType

Definition at line 75 of file otbNAPCAImageFilter.h.

MatrixElementType

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

typedef Superclass::MatrixElementType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::MatrixElementType

Definition at line 76 of file otbNAPCAImageFilter.h.

MatrixObjectType

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

typedef Superclass::MatrixObjectType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::MatrixObjectType

Definition at line 73 of file otbNAPCAImageFilter.h.

MatrixType

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

typedef Superclass::MatrixType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::MatrixType

Definition at line 74 of file otbNAPCAImageFilter.h.

NoiseImageFilterPointerType

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

typedef Superclass::NoiseImageFilterPointerType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::NoiseImageFilterPointerType

Definition at line 82 of file otbNAPCAImageFilter.h.

NoiseImageFilterType

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

typedef Superclass::NoiseImageFilterType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::NoiseImageFilterType

Definition at line 81 of file otbNAPCAImageFilter.h.

NormalizeFilterPointerType

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

typedef Superclass::NormalizeFilterPointerType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::NormalizeFilterPointerType

Definition at line 85 of file otbNAPCAImageFilter.h.

NormalizeFilterType

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

typedef Superclass::NormalizeFilterType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::NormalizeFilterType

Definition at line 84 of file otbNAPCAImageFilter.h.

OutputImageType

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

typedef Superclass::OutputImageType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::OutputImageType

Definition at line 66 of file otbNAPCAImageFilter.h.

Pointer

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

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

Definition at line 55 of file otbNAPCAImageFilter.h.

RealType

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

typedef Superclass::RealType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::RealType

Definition at line 71 of file otbNAPCAImageFilter.h.

Self

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

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

Definition at line 53 of file otbNAPCAImageFilter.h.

Superclass

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

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

Definition at line 54 of file otbNAPCAImageFilter.h.

TransformFilterPointerType

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

typedef Superclass::TransformFilterPointerType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::TransformFilterPointerType

Definition at line 79 of file otbNAPCAImageFilter.h.

TransformFilterType

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

typedef Superclass::TransformFilterType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::TransformFilterType

Definition at line 78 of file otbNAPCAImageFilter.h.

VectorType

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

typedef Superclass::VectorType otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::VectorType

Definition at line 72 of file otbNAPCAImageFilter.h.

Constructor & Destructor Documentation

NAPCAImageFilter()

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

otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::NAPCAImageFilter ( )

inlineprotected

Definition at line 88 of file otbNAPCAImageFilter.h.

~NAPCAImageFilter()

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

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

inlineoverrideprotected

Definition at line 91 of file otbNAPCAImageFilter.h.

Member Function Documentation

CreateAnother()

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

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

(

void

)

const

GenerateTransformationMatrix()

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

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

overrideprotectedvirtual

Specific functionality of NAPCA

Reimplemented from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >.

Definition at line 36 of file otbNAPCAImageFilter.hxx.

References otbMsgDebugMacro.

GetNameOfClass()

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

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

virtual

Creation through object factory macro

Reimplemented from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >.

New()

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

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

static

Type macro

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

• otbNAPCAImageFilter.h
• otbNAPCAImageFilter.hxx