#include <otbKMeansAttributesLabelMapFilter.h>

Inheritance diagram for otb::KMeansAttributesLabelMapFilter< TInputImage >:

Collaboration diagram for otb::KMeansAttributesLabelMapFilter< TInputImage >:

Public Types
typedef LabelObjectType::AttributesValueType	AttributesValueType

typedef std::vector< VectorType >	CentroidsVectorType

typedef LabelObjectType::ClassLabelType	ClassLabelType

typedef itk::FixedArray< ClassLabelType, 1 >	ClassLabelVectorType

typedef itk::SmartPointer< const Self >	ConstPointer

typedef DataObjectType::Pointer	DataObjectPointerType

typedef itk::DataObject	DataObjectType

typedef itk::Statistics::EuclideanDistanceMetric< VectorType >	DistanceType

typedef itk::Statistics::KdTreeBasedKmeansEstimator< TreeType >	EstimatorType

typedef InputImageType::ConstPointer	InputImageConstPointer

typedef InputImageType::PixelType	InputImagePixelType

typedef InputImageType::Pointer	InputImagePointer

typedef InputImageType::RegionType	InputImageRegionType

typedef TInputImage	InputImageType

typedef otb::LabelMapWithClassLabelToLabeledSampleListFilter< InputImageType, ListSampleType, TrainingListSampleType >	LabelMapToSampleListFilterType

typedef InputImageType::LabelObjectType	LabelObjectType

typedef itk::Statistics::ListSample< VectorType >	ListSampleType

typedef LabelMapToSampleListFilterType::MeasurementFunctorType	MeasurementFunctorType

typedef itk::SmartPointer< Self >	Pointer

typedef KMeansAttributesLabelMapFilter	Self

typedef itk::LabelMapFilter< TInputImage, TInputImage >	Superclass

typedef itk::Statistics::ListSample< ClassLabelVectorType >	TrainingListSampleType

typedef itk::Statistics::WeightedCentroidKdTreeGenerator< ListSampleType >	TreeGeneratorType

typedef TreeGeneratorType::KdTreeType	TreeType

typedef itk::VariableLengthVector< AttributesValueType >	VectorType

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const

virtual const char *	GetNameOfClass () const

Static Public Member Functions
static Pointer	New ()

Static Public Attributes
static const unsigned int	InputImageDimension = TInputImage::ImageDimension

InputImagePointer	m_InputLabelMap

CentroidsVectorType	m_Centroids

LabelMapToSampleListFilterType::Pointer	m_LabelMapToSampleListFilter

unsigned int	m_NumberOfClasses

CentroidsVectorType &	GetCentroids ()

const CentroidsVectorType &	GetCentroids () const

virtual void	SetInputLabelMap (InputImageType *_arg)

	itkGetObjectMacro (InputLabelMap, InputImageType)

virtual void	SetNumberOfClasses (unsigned int _arg)

virtual unsigned int	GetNumberOfClasses ()

MeasurementFunctorType &	GetMeasurementFunctor ()

void	SetMeasurementFunctor (MeasurementFunctorType &functor)

void	Compute ()

	KMeansAttributesLabelMapFilter ()

	~KMeansAttributesLabelMapFilter () override

	KMeansAttributesLabelMapFilter (const Self &)=delete

void	operator= (const Self &)=delete

Detailed Description

template<class TInputImage>
class otb::KMeansAttributesLabelMapFilter< TInputImage >

Execute a KMeans on the attributes of a itk::LabelMap<otb::AttributesMapLabelObject>

Definition at line 39 of file otbKMeansAttributesLabelMapFilter.h.

Member Typedef Documentation

◆ AttributesValueType

template<class TInputImage >

typedef LabelObjectType::AttributesValueType otb::KMeansAttributesLabelMapFilter< TInputImage >::AttributesValueType

Definition at line 59 of file otbKMeansAttributesLabelMapFilter.h.

◆ CentroidsVectorType

template<class TInputImage >

typedef std::vector<VectorType> otb::KMeansAttributesLabelMapFilter< TInputImage >::CentroidsVectorType

Definition at line 76 of file otbKMeansAttributesLabelMapFilter.h.

◆ ClassLabelType

template<class TInputImage >

typedef LabelObjectType::ClassLabelType otb::KMeansAttributesLabelMapFilter< TInputImage >::ClassLabelType

Definition at line 60 of file otbKMeansAttributesLabelMapFilter.h.

◆ ClassLabelVectorType

template<class TInputImage >

typedef itk::FixedArray<ClassLabelType, 1> otb::KMeansAttributesLabelMapFilter< TInputImage >::ClassLabelVectorType

Definition at line 64 of file otbKMeansAttributesLabelMapFilter.h.

◆ ConstPointer

template<class TInputImage >

typedef itk::SmartPointer<const Self> otb::KMeansAttributesLabelMapFilter< TInputImage >::ConstPointer

Definition at line 46 of file otbKMeansAttributesLabelMapFilter.h.

◆ DataObjectPointerType

template<class TInputImage >

typedef DataObjectType::Pointer otb::KMeansAttributesLabelMapFilter< TInputImage >::DataObjectPointerType

Definition at line 56 of file otbKMeansAttributesLabelMapFilter.h.

◆ DataObjectType

template<class TInputImage >

typedef itk::DataObject otb::KMeansAttributesLabelMapFilter< TInputImage >::DataObjectType

Definition at line 55 of file otbKMeansAttributesLabelMapFilter.h.

◆ DistanceType

template<class TInputImage >

typedef itk::Statistics::EuclideanDistanceMetric<VectorType> otb::KMeansAttributesLabelMapFilter< TInputImage >::DistanceType

Definition at line 75 of file otbKMeansAttributesLabelMapFilter.h.

◆ EstimatorType

template<class TInputImage >

typedef itk::Statistics::KdTreeBasedKmeansEstimator<TreeType> otb::KMeansAttributesLabelMapFilter< TInputImage >::EstimatorType

Definition at line 74 of file otbKMeansAttributesLabelMapFilter.h.

◆ InputImageConstPointer

template<class TInputImage >

typedef InputImageType::ConstPointer otb::KMeansAttributesLabelMapFilter< TInputImage >::InputImageConstPointer

Definition at line 51 of file otbKMeansAttributesLabelMapFilter.h.

◆ InputImagePixelType

template<class TInputImage >

typedef InputImageType::PixelType otb::KMeansAttributesLabelMapFilter< TInputImage >::InputImagePixelType

Definition at line 53 of file otbKMeansAttributesLabelMapFilter.h.

◆ InputImagePointer

template<class TInputImage >

typedef InputImageType::Pointer otb::KMeansAttributesLabelMapFilter< TInputImage >::InputImagePointer

Definition at line 50 of file otbKMeansAttributesLabelMapFilter.h.

◆ InputImageRegionType

template<class TInputImage >

typedef InputImageType::RegionType otb::KMeansAttributesLabelMapFilter< TInputImage >::InputImageRegionType

Definition at line 52 of file otbKMeansAttributesLabelMapFilter.h.

◆ InputImageType

template<class TInputImage >

typedef TInputImage otb::KMeansAttributesLabelMapFilter< TInputImage >::InputImageType

Some convenient typedefs.

Definition at line 49 of file otbKMeansAttributesLabelMapFilter.h.

◆ LabelMapToSampleListFilterType

template<class TInputImage >

typedef otb::LabelMapWithClassLabelToLabeledSampleListFilter<InputImageType, ListSampleType, TrainingListSampleType> otb::KMeansAttributesLabelMapFilter< TInputImage >::LabelMapToSampleListFilterType

Definition at line 68 of file otbKMeansAttributesLabelMapFilter.h.

◆ LabelObjectType

template<class TInputImage >

typedef InputImageType::LabelObjectType otb::KMeansAttributesLabelMapFilter< TInputImage >::LabelObjectType

Definition at line 54 of file otbKMeansAttributesLabelMapFilter.h.

◆ ListSampleType

template<class TInputImage >

typedef itk::Statistics::ListSample<VectorType> otb::KMeansAttributesLabelMapFilter< TInputImage >::ListSampleType

Definition at line 66 of file otbKMeansAttributesLabelMapFilter.h.

◆ MeasurementFunctorType

template<class TInputImage >

typedef LabelMapToSampleListFilterType::MeasurementFunctorType otb::KMeansAttributesLabelMapFilter< TInputImage >::MeasurementFunctorType

Definition at line 69 of file otbKMeansAttributesLabelMapFilter.h.

◆ Pointer

template<class TInputImage >

typedef itk::SmartPointer<Self> otb::KMeansAttributesLabelMapFilter< TInputImage >::Pointer

Definition at line 45 of file otbKMeansAttributesLabelMapFilter.h.

◆ Self

template<class TInputImage >

typedef KMeansAttributesLabelMapFilter otb::KMeansAttributesLabelMapFilter< TInputImage >::Self

Standard class typedefs.

Definition at line 43 of file otbKMeansAttributesLabelMapFilter.h.

◆ Superclass

template<class TInputImage >

typedef itk::LabelMapFilter<TInputImage, TInputImage> otb::KMeansAttributesLabelMapFilter< TInputImage >::Superclass

Definition at line 44 of file otbKMeansAttributesLabelMapFilter.h.

◆ TrainingListSampleType

template<class TInputImage >

typedef itk::Statistics::ListSample<ClassLabelVectorType> otb::KMeansAttributesLabelMapFilter< TInputImage >::TrainingListSampleType

Definition at line 67 of file otbKMeansAttributesLabelMapFilter.h.

◆ TreeGeneratorType

template<class TInputImage >

typedef itk::Statistics::WeightedCentroidKdTreeGenerator<ListSampleType> otb::KMeansAttributesLabelMapFilter< TInputImage >::TreeGeneratorType

Definition at line 72 of file otbKMeansAttributesLabelMapFilter.h.

◆ TreeType

template<class TInputImage >

typedef TreeGeneratorType::KdTreeType otb::KMeansAttributesLabelMapFilter< TInputImage >::TreeType

Definition at line 73 of file otbKMeansAttributesLabelMapFilter.h.

◆ VectorType

template<class TInputImage >

typedef itk::VariableLengthVector<AttributesValueType> otb::KMeansAttributesLabelMapFilter< TInputImage >::VectorType

Definition at line 63 of file otbKMeansAttributesLabelMapFilter.h.

Constructor & Destructor Documentation

◆ KMeansAttributesLabelMapFilter() [1/2]

template<class TInputImage >

otb::KMeansAttributesLabelMapFilter< TInputImage >::KMeansAttributesLabelMapFilter

protected

Return the centroids resulting from the KMeans

Definition at line 32 of file otbKMeansAttributesLabelMapFilter.hxx.

◆ ~KMeansAttributesLabelMapFilter()

template<class TInputImage >

otb::KMeansAttributesLabelMapFilter< TInputImage >::~KMeansAttributesLabelMapFilter ( )

inlineoverrideprotected

Return the centroids resulting from the KMeans

Definition at line 123 of file otbKMeansAttributesLabelMapFilter.h.

◆ KMeansAttributesLabelMapFilter() [2/2]

template<class TInputImage >

otb::KMeansAttributesLabelMapFilter< TInputImage >::KMeansAttributesLabelMapFilter ( const Self & )

privatedelete

Return the centroids resulting from the KMeans

Member Function Documentation

◆ Compute()

template<class TInputImage >

void otb::KMeansAttributesLabelMapFilter< TInputImage >::Compute

Return the centroids resulting from the KMeans

Definition at line 38 of file otbKMeansAttributesLabelMapFilter.hxx.

◆ CreateAnother()

template<class TInputImage >

virtual::itk::LightObject::Pointer otb::KMeansAttributesLabelMapFilter< TInputImage >::CreateAnother ( void ) const

◆ GetCentroids() [1/2]

template<class TInputImage >

CentroidsVectorType& otb::KMeansAttributesLabelMapFilter< TInputImage >::GetCentroids ( )

inline

Return the centroids resulting from the KMeans

Definition at line 88 of file otbKMeansAttributesLabelMapFilter.h.

◆ GetCentroids() [2/2]

template<class TInputImage >

const CentroidsVectorType& otb::KMeansAttributesLabelMapFilter< TInputImage >::GetCentroids ( ) const

inline

Return the centroids resulting from the KMeans

Definition at line 92 of file otbKMeansAttributesLabelMapFilter.h.

◆ GetMeasurementFunctor()

template<class TInputImage >

MeasurementFunctorType& otb::KMeansAttributesLabelMapFilter< TInputImage >::GetMeasurementFunctor ( )

inline

Return the centroids resulting from the KMeans

Definition at line 109 of file otbKMeansAttributesLabelMapFilter.h.

◆ GetNameOfClass()

template<class TInputImage >

virtual const char* otb::KMeansAttributesLabelMapFilter< TInputImage >::GetNameOfClass ( ) const

virtual

Runtime information support.

◆ GetNumberOfClasses()

template<class TInputImage >

virtual unsigned int otb::KMeansAttributesLabelMapFilter< TInputImage >::GetNumberOfClasses ( )

virtual

Return the centroids resulting from the KMeans

◆ itkGetObjectMacro()

template<class TInputImage >

otb::KMeansAttributesLabelMapFilter< TInputImage >::itkGetObjectMacro	(	InputLabelMap	,
		InputImageType
	)

Return the centroids resulting from the KMeans

◆ New()

template<class TInputImage >

static Pointer otb::KMeansAttributesLabelMapFilter< TInputImage >::New ( )

static

Standard New method.

◆ operator=()

template<class TInputImage >

void otb::KMeansAttributesLabelMapFilter< TInputImage >::operator= ( const Self & )

privatedelete

Return the centroids resulting from the KMeans

◆ SetInputLabelMap()

template<class TInputImage >

virtual void otb::KMeansAttributesLabelMapFilter< TInputImage >::SetInputLabelMap ( InputImageType * _arg )

virtual

Return the centroids resulting from the KMeans

◆ SetMeasurementFunctor()

template<class TInputImage >

void otb::KMeansAttributesLabelMapFilter< TInputImage >::SetMeasurementFunctor ( MeasurementFunctorType & functor )

inline

Return the centroids resulting from the KMeans

Definition at line 114 of file otbKMeansAttributesLabelMapFilter.h.

◆ SetNumberOfClasses()

template<class TInputImage >

virtual void otb::KMeansAttributesLabelMapFilter< TInputImage >::SetNumberOfClasses ( unsigned int _arg )

virtual

Set the number of classes of the input sample list. It will be used to choose the number of centroids. In the one-class case, 10 centroids is chosen. Otherwise, a number of centroids equal to the number of classes

Member Data Documentation

◆ InputImageDimension

template<class TInputImage >

const unsigned int otb::KMeansAttributesLabelMapFilter< TInputImage >::InputImageDimension = TInputImage::ImageDimension

static

ImageDimension constants

Definition at line 79 of file otbKMeansAttributesLabelMapFilter.h.

◆ m_Centroids

template<class TInputImage >

CentroidsVectorType otb::KMeansAttributesLabelMapFilter< TInputImage >::m_Centroids

private

Return the centroids resulting from the KMeans

Definition at line 131 of file otbKMeansAttributesLabelMapFilter.h.

◆ m_InputLabelMap

template<class TInputImage >

InputImagePointer otb::KMeansAttributesLabelMapFilter< TInputImage >::m_InputLabelMap

private

Return the centroids resulting from the KMeans

Definition at line 130 of file otbKMeansAttributesLabelMapFilter.h.

◆ m_LabelMapToSampleListFilter

template<class TInputImage >

LabelMapToSampleListFilterType::Pointer otb::KMeansAttributesLabelMapFilter< TInputImage >::m_LabelMapToSampleListFilter

private

Return the centroids resulting from the KMeans

Definition at line 133 of file otbKMeansAttributesLabelMapFilter.h.

◆ m_NumberOfClasses

template<class TInputImage >

unsigned int otb::KMeansAttributesLabelMapFilter< TInputImage >::m_NumberOfClasses

private

Return the centroids resulting from the KMeans

Definition at line 134 of file otbKMeansAttributesLabelMapFilter.h.

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

Public Types

Public Member Functions

Static Public Member Functions

Static Public Attributes

Detailed Description

template<class TInputImage> class otb::KMeansAttributesLabelMapFilter< TInputImage >

Member Typedef Documentation

◆ AttributesValueType

◆ CentroidsVectorType

◆ ClassLabelType

◆ ClassLabelVectorType

◆ ConstPointer

◆ DataObjectPointerType

◆ DataObjectType

◆ DistanceType

◆ EstimatorType

◆ InputImageConstPointer

◆ InputImagePixelType

◆ InputImagePointer

◆ InputImageRegionType

◆ InputImageType

◆ LabelMapToSampleListFilterType

◆ LabelObjectType

◆ ListSampleType

◆ MeasurementFunctorType

◆ Pointer

◆ Self

◆ Superclass

◆ TrainingListSampleType

◆ TreeGeneratorType

◆ TreeType

◆ VectorType

Constructor & Destructor Documentation

◆ KMeansAttributesLabelMapFilter() [1/2]

◆ ~KMeansAttributesLabelMapFilter()

◆ KMeansAttributesLabelMapFilter() [2/2]

Member Function Documentation

◆ Compute()

◆ CreateAnother()

◆ GetCentroids() [1/2]

◆ GetCentroids() [2/2]

◆ GetMeasurementFunctor()

◆ GetNameOfClass()

◆ GetNumberOfClasses()

◆ itkGetObjectMacro()

◆ New()

◆ operator=()

◆ SetInputLabelMap()

◆ SetMeasurementFunctor()

◆ SetNumberOfClasses()

Member Data Documentation

◆ InputImageDimension

◆ m_Centroids

◆ m_InputLabelMap

◆ m_LabelMapToSampleListFilter

◆ m_NumberOfClasses

template<class TInputImage>
class otb::KMeansAttributesLabelMapFilter< TInputImage >