otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList > Class Template Reference

#include <otbListSampleToBalancedListSampleFilter.h>

Inheritance diagram for otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >:

Collaboration diagram for otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >:

Public Types
typedef itk::SmartPointer< const Self >	ConstPointer
typedef Superclass::DataObjectPointer	DataObjectPointer
typedef itk::ProcessObject::DataObjectPointerArraySizeType	DataObjectPointerArraySizeType
typedef GaussianAdditiveNoiseType::Pointer	GaussianAdditiveNoisePointerType
typedef otb::Statistics::GaussianAdditiveNoiseSampleListFilter< InputSampleListType, OutputSampleListType >	GaussianAdditiveNoiseType
typedef InputSampleListType::MeasurementVectorType	InputMeasurementVectorType
typedef InputSampleListType::ConstPointer	InputSampleListConstPointer
typedef InputSampleListType::Pointer	InputSampleListPointer
typedef TInputSampleList	InputSampleListType
typedef InputMeasurementVectorType::ValueType	InputValueType
typedef LabelSampleListType::MeasurementVectorType	LabelMeasurementVectorType
typedef LabelSampleListType::ConstPointer	LabelSampleListConstPointer
typedef itk::DataObjectDecorator< LabelSampleListType >	LabelSampleListObjectType
typedef LabelSampleListType::Pointer	LabelSampleListPointer
typedef TLabelSampleList	LabelSampleListType
typedef LabelMeasurementVectorType::ValueType	LabelValueType
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 ListSampleToBalancedListSampleFilter	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
const LabelSampleListType *	GetInputLabel () const
virtual const char *	GetNameOfClass () const
LabelSampleListType *	GetOutputLabel ()
void	SetInputLabel (const LabelSampleListType *label)
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 ()
GaussianAdditiveNoisePointerType	m_AddGaussianNoiseFilter
std::vector< unsigned int >	m_MultiplicativeCoefficient
unsigned int	m_BalancingFactor
	otbSetObjectMemberMacro (AddGaussianNoiseFilter, Mean, double)
	otbGetObjectMemberConstMacro (AddGaussianNoiseFilter, Mean, double)
	otbSetObjectMemberMacro (AddGaussianNoiseFilter, Variance, double)
	otbGetObjectMemberConstMacro (AddGaussianNoiseFilter, Variance, double)
virtual void	SetBalancingFactor (unsigned int _arg)
virtual unsigned int	GetBalancingFactor ()
void	GenerateData () override
void	ComputeMaxSampleFrequency ()
DataObjectPointer	MakeOutput (DataObjectPointerArraySizeType idx) override
	ListSampleToBalancedListSampleFilter ()
	~ListSampleToBalancedListSampleFilter () override
void	PrintSelf (std::ostream &os, itk::Indent indent) const override
	ListSampleToBalancedListSampleFilter (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 TLabelSampleList, class TOutputSampleList = TInputSampleList>
class otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >

This class generate a balanced ListSample in order to have fair distribution of learning samples.

The maximum number of samples with same labels are first computed. This maximum number by the m_BalancingFactor determines the final number of samples belonging to each label.

Mean and Variance are set via the methods SetMean() and SetVariance().

See also

ListSampleToListSampleFilter, GaussianAdditiveNoiseSampleListFilter

Definition at line 48 of file otbListSampleToBalancedListSampleFilter.h.

Member Typedef Documentation

ConstPointer

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

Definition at line 55 of file otbListSampleToBalancedListSampleFilter.h.

DataObjectPointer

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef Superclass::DataObjectPointer otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::DataObjectPointer

DataObject typedef

Definition at line 86 of file otbListSampleToBalancedListSampleFilter.h.

DataObjectPointerArraySizeType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef itk::ProcessObject::DataObjectPointerArraySizeType otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::DataObjectPointerArraySizeType

Definition at line 87 of file otbListSampleToBalancedListSampleFilter.h.

GaussianAdditiveNoisePointerType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef GaussianAdditiveNoiseType::Pointer otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::GaussianAdditiveNoisePointerType

Definition at line 91 of file otbListSampleToBalancedListSampleFilter.h.

GaussianAdditiveNoiseType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef otb::Statistics::GaussianAdditiveNoiseSampleListFilter<InputSampleListType, OutputSampleListType> otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::GaussianAdditiveNoiseType

Filter adding noise to a ListSample

Definition at line 90 of file otbListSampleToBalancedListSampleFilter.h.

InputMeasurementVectorType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

Definition at line 67 of file otbListSampleToBalancedListSampleFilter.h.

InputSampleListConstPointer

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

Definition at line 66 of file otbListSampleToBalancedListSampleFilter.h.

InputSampleListPointer

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

Definition at line 65 of file otbListSampleToBalancedListSampleFilter.h.

InputSampleListType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef TInputSampleList otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::InputSampleListType

InputSampleList typedefs

Definition at line 61 of file otbListSampleToBalancedListSampleFilter.h.

InputValueType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

Definition at line 68 of file otbListSampleToBalancedListSampleFilter.h.

LabelMeasurementVectorType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef LabelSampleListType::MeasurementVectorType otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::LabelMeasurementVectorType

Definition at line 74 of file otbListSampleToBalancedListSampleFilter.h.

LabelSampleListConstPointer

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef LabelSampleListType::ConstPointer otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::LabelSampleListConstPointer

Definition at line 73 of file otbListSampleToBalancedListSampleFilter.h.

LabelSampleListObjectType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef itk::DataObjectDecorator<LabelSampleListType> otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::LabelSampleListObjectType

Definition at line 76 of file otbListSampleToBalancedListSampleFilter.h.

LabelSampleListPointer

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef LabelSampleListType::Pointer otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::LabelSampleListPointer

Definition at line 72 of file otbListSampleToBalancedListSampleFilter.h.

LabelSampleListType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef TLabelSampleList otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::LabelSampleListType

LabelSampleList typedefs

Definition at line 71 of file otbListSampleToBalancedListSampleFilter.h.

LabelValueType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef LabelMeasurementVectorType::ValueType otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::LabelValueType

Definition at line 75 of file otbListSampleToBalancedListSampleFilter.h.

OutputMeasurementVectorType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

Definition at line 82 of file otbListSampleToBalancedListSampleFilter.h.

OutputSampleListConstPointer

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

Definition at line 81 of file otbListSampleToBalancedListSampleFilter.h.

OutputSampleListPointer

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

Definition at line 80 of file otbListSampleToBalancedListSampleFilter.h.

OutputSampleListType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef TOutputSampleList otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::OutputSampleListType

OutputSampleList typedefs

Definition at line 79 of file otbListSampleToBalancedListSampleFilter.h.

OutputValueType

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

Definition at line 83 of file otbListSampleToBalancedListSampleFilter.h.

Pointer

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

Definition at line 54 of file otbListSampleToBalancedListSampleFilter.h.

Self

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef ListSampleToBalancedListSampleFilter otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::Self

Standard class typedefs

Definition at line 52 of file otbListSampleToBalancedListSampleFilter.h.

Superclass

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

typedef otb::Statistics::ListSampleToListSampleFilter<TInputSampleList, TOutputSampleList> otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::Superclass

Definition at line 53 of file otbListSampleToBalancedListSampleFilter.h.

Constructor & Destructor Documentation

ListSampleToBalancedListSampleFilter() [1/2]

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList >

otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::ListSampleToBalancedListSampleFilter

protected

Set/Get the mean for the white gaussian noise to generate

Definition at line 36 of file otbListSampleToBalancedListSampleFilter.hxx.

~ListSampleToBalancedListSampleFilter()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::~ListSampleToBalancedListSampleFilter ( )

inlineoverrideprotected

Set/Get the mean for the white gaussian noise to generate

Definition at line 135 of file otbListSampleToBalancedListSampleFilter.h.

ListSampleToBalancedListSampleFilter() [2/2]

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

privatedelete

Set/Get the mean for the white gaussian noise to generate

Member Function Documentation

ComputeMaxSampleFrequency()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList >

void otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::ComputeMaxSampleFrequency

protected

In order to respect the fair data principle, the number of samples for each label must be the same. This method computes the label that have the higher number of sample.

Definition at line 103 of file otbListSampleToBalancedListSampleFilter.hxx.

CreateAnother()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

(

void

)

const

GenerateData()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList >

void otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::GenerateData

overrideprotected

This method causes the filter to generate its output.

Definition at line 176 of file otbListSampleToBalancedListSampleFilter.hxx.

GetBalancingFactor()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

virtual unsigned int otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::GetBalancingFactor ( )

virtual

Set/Get the mean for the white gaussian noise to generate

GetInputLabel()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList >

const ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::LabelSampleListType * otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::GetInputLabel

Returns the label sample list

Definition at line 82 of file otbListSampleToBalancedListSampleFilter.hxx.

GetNameOfClass()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

virtual

Run-time type information (and related methods).

GetOutputLabel()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList >

ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::LabelSampleListType * otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::GetOutputLabel

Returns the label sample list as a data object

Definition at line 95 of file otbListSampleToBalancedListSampleFilter.hxx.

MakeOutput()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList >

ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::DataObjectPointer otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::MakeOutput ( DataObjectPointerArraySizeType  idx )

overrideprotected

Make Output

Definition at line 51 of file otbListSampleToBalancedListSampleFilter.hxx.

New()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

static

Method for creation through the object factory.

operator=()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

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

privatedelete

Set/Get the mean for the white gaussian noise to generate

otbGetObjectMemberConstMacro() [1/2]

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::otbGetObjectMemberConstMacro	(	AddGaussianNoiseFilter	,
		Mean	,
		double
	)

Set/Get the mean for the white gaussian noise to generate

otbGetObjectMemberConstMacro() [2/2]

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::otbGetObjectMemberConstMacro	(	AddGaussianNoiseFilter	,
		Variance	,
		double
	)

Set/Get the mean for the white gaussian noise to generate

otbSetObjectMemberMacro() [1/2]

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::otbSetObjectMemberMacro	(	AddGaussianNoiseFilter	,
		Mean	,
		double
	)

Set/Get the mean for the white gaussian noise to generate

otbSetObjectMemberMacro() [2/2]

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::otbSetObjectMemberMacro	(	AddGaussianNoiseFilter	,
		Variance	,
		double
	)

Set/Get the variance for the white gaussian noise to generate

PrintSelf()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList >

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

overrideprotected

Set/Get the mean for the white gaussian noise to generate

Definition at line 266 of file otbListSampleToBalancedListSampleFilter.hxx.

SetBalancingFactor()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

virtual void otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::SetBalancingFactor ( unsigned int  _arg )

virtual

Set/Get the multiplicative factor : this value is used to determine the maximum number of samples in each label in order to reach a balanced output ListSample

SetInputLabel()

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList >

void otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::SetInputLabel

(

const LabelSampleListType *

label

)

Get/Set the label sample list

Definition at line 73 of file otbListSampleToBalancedListSampleFilter.hxx.

Member Data Documentation

m_AddGaussianNoiseFilter

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

GaussianAdditiveNoisePointerType otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::m_AddGaussianNoiseFilter

private

Set/Get the mean for the white gaussian noise to generate

Definition at line 144 of file otbListSampleToBalancedListSampleFilter.h.

m_BalancingFactor

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

unsigned int otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::m_BalancingFactor

private

Set/Get the mean for the white gaussian noise to generate

Definition at line 146 of file otbListSampleToBalancedListSampleFilter.h.

m_MultiplicativeCoefficient

template<class TInputSampleList , class TLabelSampleList , class TOutputSampleList = TInputSampleList>

std::vector<unsigned int> otb::Statistics::ListSampleToBalancedListSampleFilter< TInputSampleList, TLabelSampleList, TOutputSampleList >::m_MultiplicativeCoefficient

private

Set/Get the mean for the white gaussian noise to generate

Definition at line 145 of file otbListSampleToBalancedListSampleFilter.h.

---

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

• otbListSampleToBalancedListSampleFilter.h
• otbListSampleToBalancedListSampleFilter.hxx