otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList > Class Template Reference

#include <otbGaussianAdditiveNoiseSampleListFilter.h>

Inheritance diagram for otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >:

Collaboration diagram for otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >:

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer
typedef InputSampleListType::MeasurementVectorType	InputMeasurementVectorType
typedef InputSampleListType::ConstPointer	InputSampleListConstPointer
typedef InputSampleListType::Pointer	InputSampleListPointer
typedef TInputSampleList	InputSampleListType
typedef InputMeasurementVectorType::ValueType	InputValueType
typedef OutputSampleListType::MeasurementVectorType	OutputMeasurementVectorType
typedef OutputSampleListType::ConstPointer	OutputSampleListConstPointer
typedef OutputSampleListType::Pointer	OutputSampleListPointer
typedef TOutputSampleList	OutputSampleListType
typedef OutputMeasurementVectorType::ValueType	OutputValueType
typedef itk::SmartPointer< Self >	Pointer
typedef GaussianAdditiveNoiseSampleListFilter	Self
typedef otb::Statistics::ListSampleToListSampleFilter< TInputSampleList, TOutputSampleList >	Superclass
Public Types inherited from otb::Statistics::ListSampleToListSampleFilter< TInputSampleList, TInputSampleList >
typedef itk::SmartPointer< const Self >	ConstPointer
typedef itk::DataObject::Pointer	DataObjectPointer
typedef InputSampleListType::MeasurementVectorType	InputMeasurementVectorType
typedef InputSampleListType::ConstPointer	InputSampleListConstPointer
typedef InputSampleListType::Pointer	InputSampleListPointer
typedef TInputSampleList	InputSampleListType
typedef InputMeasurementVectorType::ValueType	InputValueType
typedef Superclass::OutputMeasurementVectorType	OutputMeasurementVectorType
typedef Superclass::OutputSampleListConstPointer	OutputSampleListConstPointer
typedef Superclass::OutputSampleListPointer	OutputSampleListPointer
typedef Superclass::OutputSampleListType	OutputSampleListType
typedef Superclass::OutputValueType	OutputValueType
typedef itk::SmartPointer< Self >	Pointer
typedef ListSampleToListSampleFilter	Self
typedef ListSampleSource< TInputSampleList >	Superclass
Public Types inherited from otb::Statistics::ListSampleSource< TInputSampleList >
typedef itk::SmartPointer< const Self >	ConstPointer
typedef itk::DataObject::Pointer	DataObjectPointer
typedef itk::ProcessObject::DataObjectPointerArraySizeType	DataObjectPointerArraySizeType
typedef OutputSampleListType::MeasurementVectorType	OutputMeasurementVectorType
typedef OutputSampleListType::ConstPointer	OutputSampleListConstPointer
typedef OutputSampleListType::Pointer	OutputSampleListPointer
typedef TInputSampleList	OutputSampleListType
typedef OutputMeasurementVectorType::ValueType	OutputValueType
typedef itk::SmartPointer< Self >	Pointer
typedef ListSampleSource	Self
typedef itk::ProcessObject	Superclass

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual const char *	GetNameOfClass () const
Public Member Functions inherited from otb::Statistics::ListSampleToListSampleFilter< TInputSampleList, TInputSampleList >
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual const char *	GetNameOfClass () const
void	SetInput (const InputSampleListType *inputPtr)
const InputSampleListType *	GetInput () const
Public Member Functions inherited from otb::Statistics::ListSampleSource< TInputSampleList >
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
OutputSampleListType *	GetOutput ()

Static Public Member Functions
static Pointer	New ()
Static Public Member Functions inherited from otb::Statistics::ListSampleToListSampleFilter< TInputSampleList, TInputSampleList >
static Pointer	New ()
Static Public Member Functions inherited from otb::Statistics::ListSampleSource< TInputSampleList >
static Pointer	New ()
double	m_Mean
double	m_Variance
std::vector< double >	m_WhiteGaussianNoiseCoefficients
unsigned int	m_NumberOfIteration
virtual void	SetMean (double _arg)
virtual double	GetMean ()
virtual void	SetVariance (double _arg)
virtual double	GetVariance ()
virtual void	SetNumberOfIteration (unsigned int _arg)
virtual unsigned int	GetNumberOfIteration ()
void	GenerateData () override
void	GenerateRandomSequence ()
	GaussianAdditiveNoiseSampleListFilter ()
	~GaussianAdditiveNoiseSampleListFilter () override
void	PrintSelf (std::ostream &os, itk::Indent indent) const override
	GaussianAdditiveNoiseSampleListFilter (const Self &)=delete
void	operator= (const Self &)=delete

Additional Inherited Members
Protected Member Functions inherited from otb::Statistics::ListSampleToListSampleFilter< TInputSampleList, TInputSampleList >
	ListSampleToListSampleFilter ()
	~ListSampleToListSampleFilter () override
void	PrintSelf (std::ostream &os, itk::Indent indent) const override
Protected Member Functions inherited from otb::Statistics::ListSampleSource< TInputSampleList >
	ListSampleSource ()
DataObjectPointer	MakeOutput (DataObjectPointerArraySizeType idx) override
void	PrintSelf (std::ostream &os, itk::Indent indent) const override
	~ListSampleSource () override

Detailed Description

template<class TInputSampleList, class TOutputSampleList = TInputSampleList>
class otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >

This class generate a noised version of the input sample list.

For each component of the samples, a white gaussian random is added.

It use the MersenneTwisterRandomVariateGenerator to generate a sequence of numbers following the normal law considered as White Gaussian Noise. Mean and Variance are set via the methods SetMean() and SetVariance(). The input SampleList can be noised m_NumberOfIteration times via the method SetNumberOfIteration()

See also

ListSampleToListSampleFilter

Definition at line 48 of file otbGaussianAdditiveNoiseSampleListFilter.h.

Member Typedef Documentation

ConstPointer

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef itk::SmartPointer<const Self> otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::ConstPointer

Definition at line 55 of file otbGaussianAdditiveNoiseSampleListFilter.h.

InputMeasurementVectorType

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef InputSampleListType::MeasurementVectorType otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::InputMeasurementVectorType

Definition at line 67 of file otbGaussianAdditiveNoiseSampleListFilter.h.

InputSampleListConstPointer

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef InputSampleListType::ConstPointer otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::InputSampleListConstPointer

Definition at line 66 of file otbGaussianAdditiveNoiseSampleListFilter.h.

InputSampleListPointer

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef InputSampleListType::Pointer otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::InputSampleListPointer

Definition at line 65 of file otbGaussianAdditiveNoiseSampleListFilter.h.

InputSampleListType

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef TInputSampleList otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::InputSampleListType

InputSampleList typedefs

Definition at line 61 of file otbGaussianAdditiveNoiseSampleListFilter.h.

InputValueType

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef InputMeasurementVectorType::ValueType otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::InputValueType

Definition at line 68 of file otbGaussianAdditiveNoiseSampleListFilter.h.

OutputMeasurementVectorType

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef OutputSampleListType::MeasurementVectorType otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::OutputMeasurementVectorType

Definition at line 74 of file otbGaussianAdditiveNoiseSampleListFilter.h.

OutputSampleListConstPointer

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef OutputSampleListType::ConstPointer otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::OutputSampleListConstPointer

Definition at line 73 of file otbGaussianAdditiveNoiseSampleListFilter.h.

OutputSampleListPointer

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef OutputSampleListType::Pointer otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::OutputSampleListPointer

Definition at line 72 of file otbGaussianAdditiveNoiseSampleListFilter.h.

OutputSampleListType

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef TOutputSampleList otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::OutputSampleListType

OutputSampleList typedefs

Definition at line 71 of file otbGaussianAdditiveNoiseSampleListFilter.h.

OutputValueType

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef OutputMeasurementVectorType::ValueType otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::OutputValueType

Definition at line 75 of file otbGaussianAdditiveNoiseSampleListFilter.h.

Pointer

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef itk::SmartPointer<Self> otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::Pointer

Definition at line 54 of file otbGaussianAdditiveNoiseSampleListFilter.h.

Self

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef GaussianAdditiveNoiseSampleListFilter otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::Self

Standard class typedefs

Definition at line 52 of file otbGaussianAdditiveNoiseSampleListFilter.h.

Superclass

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

typedef otb::Statistics::ListSampleToListSampleFilter<TInputSampleList, TOutputSampleList> otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::Superclass

Definition at line 53 of file otbGaussianAdditiveNoiseSampleListFilter.h.

Constructor & Destructor Documentation

GaussianAdditiveNoiseSampleListFilter() [1/2]

template<class TInputSampleList , class TOutputSampleList >

otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::GaussianAdditiveNoiseSampleListFilter

protected

Set/Get the Shifts for this sample list

Definition at line 34 of file otbGaussianAdditiveNoiseSampleListFilter.hxx.

~GaussianAdditiveNoiseSampleListFilter()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::~GaussianAdditiveNoiseSampleListFilter ( )

inlineoverrideprotected

Set/Get the Shifts for this sample list

Definition at line 102 of file otbGaussianAdditiveNoiseSampleListFilter.h.

GaussianAdditiveNoiseSampleListFilter() [2/2]

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::GaussianAdditiveNoiseSampleListFilter ( const Self &  )

privatedelete

Set/Get the Shifts for this sample list

Member Function Documentation

CreateAnother()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

virtual::itk::LightObject::Pointer otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::CreateAnother

(

void

)

const

GenerateData()

template<class TInputSampleList , class TOutputSampleList >

void otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::GenerateData

overrideprotected

This method causes the filter to generate its output.

Definition at line 65 of file otbGaussianAdditiveNoiseSampleListFilter.hxx.

GenerateRandomSequence()

template<class TInputSampleList , class TOutputSampleList >

void otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::GenerateRandomSequence

protected

Generate a white gaussian noise with mean m_Mean and variance m_Variance

Definition at line 42 of file otbGaussianAdditiveNoiseSampleListFilter.hxx.

GetMean()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

virtual double otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::GetMean ( )

virtual

Set/Get the Shifts for this sample list

GetNameOfClass()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

virtual const char* otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

GetNumberOfIteration()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

virtual unsigned int otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::GetNumberOfIteration ( )

virtual

Set/Get the Shifts for this sample list

GetVariance()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

virtual double otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::GetVariance ( )

virtual

Set/Get the Shifts for this sample list

New()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

static Pointer otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::New ( )

static

Method for creation through the object factory.

operator=()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

void otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::operator= ( const Self &  )

privatedelete

Set/Get the Shifts for this sample list

PrintSelf()

template<class TInputSampleList , class TOutputSampleList >

void otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::PrintSelf ( std::ostream &  os, itk::Indent  indent  ) const

overrideprotected

Set/Get the Shifts for this sample list

Definition at line 117 of file otbGaussianAdditiveNoiseSampleListFilter.hxx.

SetMean()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

virtual void otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::SetMean ( double  _arg )

virtual

Set/Get the Shifts for this sample list

SetNumberOfIteration()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

virtual void otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::SetNumberOfIteration ( unsigned int  _arg )

virtual

Set how many times the ListSample must be noised

SetVariance()

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

virtual void otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::SetVariance ( double  _arg )

virtual

Set/Get the Scales for this sample list

Member Data Documentation

m_Mean

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

double otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::m_Mean

private

Set/Get the Shifts for this sample list

Definition at line 112 of file otbGaussianAdditiveNoiseSampleListFilter.h.

m_NumberOfIteration

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

unsigned int otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::m_NumberOfIteration

private

Set/Get the Shifts for this sample list

Definition at line 115 of file otbGaussianAdditiveNoiseSampleListFilter.h.

m_Variance

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

double otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::m_Variance

private

Set/Get the Shifts for this sample list

Definition at line 113 of file otbGaussianAdditiveNoiseSampleListFilter.h.

m_WhiteGaussianNoiseCoefficients

template<class TInputSampleList , class TOutputSampleList = TInputSampleList>

std::vector<double> otb::Statistics::GaussianAdditiveNoiseSampleListFilter< TInputSampleList, TOutputSampleList >::m_WhiteGaussianNoiseCoefficients

private

Set/Get the Shifts for this sample list

Definition at line 114 of file otbGaussianAdditiveNoiseSampleListFilter.h.

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

• otbGaussianAdditiveNoiseSampleListFilter.h
• otbGaussianAdditiveNoiseSampleListFilter.hxx