Orfeo ToolBox  4.2
Orfeo ToolBox is not a black box
Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | List of all members
otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation > Class Template Reference

Performs a Noise Adjusted PCA analysis of a vector image. More...

#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< SelfPointer
 
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
CovarianceEstimatorFilterType::Pointer 
CovarianceEstimatorFilterPointerType
 
typedef
StreamingStatisticsVectorImageFilter
< InputImageType
CovarianceEstimatorFilterType
 
typedef TInputImage InputImageType
 
typedef
MatrixType::InternalMatrixType 
InternalMatrixType
 
typedef
InternalMatrixType::element_type 
MatrixElementType
 
typedef
CovarianceEstimatorFilterType::MatrixObjectType 
MatrixObjectType
 
typedef
MatrixObjectType::ComponentType 
MatrixType
 
typedef
NoiseImageFilterType::Pointer 
NoiseImageFilterPointerType
 
typedef TNoiseImageFilter NoiseImageFilterType
 
typedef
NormalizeFilterType::Pointer 
NormalizeFilterPointerType
 
typedef
NormalizeVectorImageFilter
< InputImageType,
OutputImageType
NormalizeFilterType
 
typedef TOutputImage OutputImageType
 
typedef itk::SmartPointer< SelfPointer
 
typedef
CovarianceEstimatorFilterType::RealType 
RealType
 
typedef MNFImageFilter Self
 
typedef
itk::ImageToImageFilter
< TInputImage, TOutputImage > 
Superclass
 
typedef
Transform::TransformDirection 
TransformDirectionEnumType
 
typedef
TransformFilterType::Pointer 
TransformFilterPointerType
 
typedef MatrixImageFilter
< InputImageType,
OutputImageType
TransformFilterType
 
typedef
CovarianceEstimatorFilterType::RealPixelType 
VectorType
 

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 MatrixType GetCovarianceMatrix () const
 
virtual VectorType GetEigenValues () const
 
virtual VectorType GetMeanValues () const
 
virtual
CovarianceEstimatorFilterType
GetNoiseCovarianceEstimator ()
 
virtual MatrixType GetNoiseCovarianceMatrix () const
 
virtual NoiseImageFilterTypeGetNoiseImageFilter ()
 
virtual NormalizeFilterTypeGetNormalizer () const
 
virtual NormalizeFilterTypeGetNormalizer ()
 
virtual unsigned int GetNumberOfPrincipalComponentsRequired ()
 
virtual VectorType GetStdDevValues () const
 
virtual MatrixType GetTransformationMatrix () const
 
virtual TransformFilterTypeGetTransformer ()
 
virtual bool GetUseNormalization ()
 
void SetCovarianceMatrix (const MatrixType &cov)
 
void SetMeanValues (const VectorType &vec)
 
void SetNoiseCovarianceMatrix (const MatrixType &mat)
 
virtual void SetNumberOfPrincipalComponentsRequired (unsigned int _arg)
 
void SetStdDevValues (const VectorType &vec)
 
void SetTransformationMatrix (const MatrixType &transf, bool isForward=true)
 
virtual void SetUseNormalization (bool _arg)
 

Static Public Member Functions

static Pointer New ()
 
- Static Public Member Functions inherited from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >
static Pointer New ()
 
- Static Public Member Functions inherited from itk::ImageSource< TOutputImage >
static const
ImageRegionSplitterBase
GetGlobalDefaultSplitter (void)
 

Protected Member Functions

 NAPCAImageFilter ()
 
virtual ~NAPCAImageFilter ()
 
virtual void GenerateTransformationMatrix ()
 
- Protected Member Functions inherited from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >
 MNFImageFilter ()
 
virtual ~MNFImageFilter ()
 
virtual void ForwardGenerateData ()
 
virtual void GenerateData ()
 
virtual void GenerateOutputInformation ()
 
void PrintSelf (std::ostream &os, itk::Indent indent) const
 
virtual void ReverseGenerateData ()
 

Additional Inherited Members

- Static Public Attributes inherited from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >
static const
TransformDirectionEnumType 
DirectionOfTransformation = TDirectionOfTransformation
 
static const unsigned int InputImageDimension = TInputImage::ImageDimension
 
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Protected Attributes inherited from otb::MNFImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >
CovarianceEstimatorFilterPointerType m_CovarianceEstimator
 
MatrixType m_CovarianceMatrix
 
VectorType m_EigenValues
 
bool m_GivenCovarianceMatrix
 
bool m_GivenMeanValues
 
bool m_GivenNoiseCovarianceMatrix
 
bool m_GivenStdDevValues
 
bool m_GivenTransformationMatrix
 
bool m_IsTransformationMatrixForward
 
VectorType m_MeanValues
 
CovarianceEstimatorFilterPointerType m_NoiseCovarianceEstimator
 
MatrixType m_NoiseCovarianceMatrix
 
NoiseImageFilterPointerType m_NoiseImageFilter
 
NormalizeFilterPointerType m_Normalizer
 
unsigned int m_NumberOfPrincipalComponentsRequired
 
VectorType m_StdDevValues
 
MatrixType m_TransformationMatrix
 
TransformFilterPointerType m_Transformer
 
bool m_UseNormalization
 

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? Utiliser une 2e entree pour donner directement une image de bruit ??

See Also
otbStreamingStatisticsVectorImageFilter
MNFImageFilter

Definition at line 46 of file otbNAPCAImageFilter.h.

Member Typedef Documentation

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 54 of file otbNAPCAImageFilter.h.

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

Definition at line 67 of file otbNAPCAImageFilter.h.

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

Definition at line 66 of file otbNAPCAImageFilter.h.

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 60 of file otbNAPCAImageFilter.h.

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

Definition at line 73 of file otbNAPCAImageFilter.h.

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

Definition at line 74 of file otbNAPCAImageFilter.h.

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

Definition at line 71 of file otbNAPCAImageFilter.h.

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

Definition at line 72 of file otbNAPCAImageFilter.h.

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

Definition at line 80 of file otbNAPCAImageFilter.h.

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

Definition at line 79 of file otbNAPCAImageFilter.h.

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

Definition at line 83 of file otbNAPCAImageFilter.h.

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

Definition at line 82 of file otbNAPCAImageFilter.h.

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

Definition at line 64 of file otbNAPCAImageFilter.h.

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

Definition at line 53 of file otbNAPCAImageFilter.h.

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

Definition at line 69 of file otbNAPCAImageFilter.h.

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

Definition at line 50 of file otbNAPCAImageFilter.h.

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 52 of file otbNAPCAImageFilter.h.

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

Definition at line 77 of file otbNAPCAImageFilter.h.

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

Definition at line 76 of file otbNAPCAImageFilter.h.

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

Definition at line 70 of file otbNAPCAImageFilter.h.

Constructor & Destructor Documentation

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

Definition at line 86 of file otbNAPCAImageFilter.h.

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

Definition at line 87 of file otbNAPCAImageFilter.h.

Member Function Documentation

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

Specific functionality of NAPCA

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

Definition at line 37 of file otbNAPCAImageFilter.txx.

References otbMsgDebugMacro.

template<class TInputImage , class TOutputImage , class TNoiseImageFilter , Transform::TransformDirection TDirectionOfTransformation>
virtual const char* otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::GetNameOfClass ( ) const
virtual
template<class TInputImage , class TOutputImage , class TNoiseImageFilter , Transform::TransformDirection TDirectionOfTransformation>
static Pointer otb::NAPCAImageFilter< TInputImage, TOutputImage, TNoiseImageFilter, TDirectionOfTransformation >::New ( )
static

Type macro


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