Functor for texture feature calculation based on the Cooccurrence matrix. More...

#include <itkCoocurenceMatrixFeatureFunctor.h>

Collaboration diagram for itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >:

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Public Types
enum	OutputFeatures { ENERGY, ENTROPY, CORRELATION, INERTIA, CLUSTERSHADE, CLUSTERPROMINENCE, HARALICKCORRELATION, INVERSEDIFFERENCEMOMENT }

enum	OffsetDirection { DIR_x1_x0_x0, DIR_x1_x1_x0, DIR_x0_x1_x0, DIR_n1_x1_x0, DIR_x1_x0_x1, DIR_x1_x1_x1, DIR_x0_x1_x1, DIR_n1_x1_x1, DIR_x1_x0_n1, DIR_x1_x1_n1, DIR_x0_x1_n1, DIR_n1_x1_n1, DIR_x0_x0_x1, ROTATION_INVARIANT }

typedef itk::Statistics::Histogram< double, itk::Statistics::DenseFrequencyContainer2 >	HistogramType

typedef TNeighborhoodType::OffsetType	OffsetType

typedef HistogramType::SizeType	SizeType

typedef HistogramType::MeasurementVectorType	MeasurementVectorType

typedef itk::Statistics::HistogramToTextureFeaturesFilter< HistogramType >	HistoToFeatureFilter

typedef vnl_vector_fixed< TPixelOutputType, OutputCount >	OutputVectorType

typedef TNeighborhoodType	NeighborhoodType

Public Member Functions
void	DirectionFlags (int flags)

void	DirectionFlags (OffsetDirection flags)

void	SetLevels (unsigned int lvl)

	NeighborhoodCooccurenceMatrix ()

OutputVectorType	operator() (const TNeighborhoodType &it) const

Static Public Member Functions
static const char *	GetFeatureName (unsigned int f)

static std::map< OffsetDirection, OffsetType >	CreateStdOffsets ()

Public Attributes
int	m_DirectionFlags

std::map< OffsetDirection, OffsetType >	m_offsetMap

unsigned int	m_levels

Static Public Attributes
static const unsigned int	OutputCount

Detailed Description

template<typename TNeighborhoodType, typename TPixelOutputType>
class itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >

Functor for texture feature calculation based on the Cooccurrence matrix.

Definition at line 37 of file itkCoocurenceMatrixFeatureFunctor.h.

Member Typedef Documentation

◆ HistogramType

template<typename TNeighborhoodType , typename TPixelOutputType >

typedef itk::Statistics::Histogram< double, itk::Statistics::DenseFrequencyContainer2 > itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::HistogramType

Definition at line 42 of file itkCoocurenceMatrixFeatureFunctor.h.

◆ HistoToFeatureFilter

template<typename TNeighborhoodType , typename TPixelOutputType >

typedef itk::Statistics::HistogramToTextureFeaturesFilter<HistogramType> itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::HistoToFeatureFilter

Definition at line 46 of file itkCoocurenceMatrixFeatureFunctor.h.

◆ MeasurementVectorType

template<typename TNeighborhoodType , typename TPixelOutputType >

typedef HistogramType::MeasurementVectorType itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::MeasurementVectorType

Definition at line 45 of file itkCoocurenceMatrixFeatureFunctor.h.

◆ NeighborhoodType

template<typename TNeighborhoodType , typename TPixelOutputType >

typedef TNeighborhoodType itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::NeighborhoodType

Definition at line 50 of file itkCoocurenceMatrixFeatureFunctor.h.

◆ OffsetType

template<typename TNeighborhoodType , typename TPixelOutputType >

typedef TNeighborhoodType::OffsetType itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::OffsetType

Definition at line 43 of file itkCoocurenceMatrixFeatureFunctor.h.

◆ OutputVectorType

template<typename TNeighborhoodType , typename TPixelOutputType >

typedef vnl_vector_fixed<TPixelOutputType, OutputCount> itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::OutputVectorType

Definition at line 49 of file itkCoocurenceMatrixFeatureFunctor.h.

◆ SizeType

template<typename TNeighborhoodType , typename TPixelOutputType >

typedef HistogramType::SizeType itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::SizeType

Definition at line 44 of file itkCoocurenceMatrixFeatureFunctor.h.

Member Enumeration Documentation

◆ OffsetDirection

template<typename TNeighborhoodType , typename TPixelOutputType >

enum itk::Functor::NeighborhoodCooccurenceMatrix::OffsetDirection

Enumerator
DIR_x1_x0_x0
DIR_x1_x1_x0
DIR_x0_x1_x0
DIR_n1_x1_x0
DIR_x1_x0_x1
DIR_x1_x1_x1
DIR_x0_x1_x1
DIR_n1_x1_x1
DIR_x1_x0_n1
DIR_x1_x1_n1
DIR_x0_x1_n1
DIR_n1_x1_n1
DIR_x0_x0_x1
ROTATION_INVARIANT

Definition at line 62 of file itkCoocurenceMatrixFeatureFunctor.h.

◆ OutputFeatures

template<typename TNeighborhoodType , typename TPixelOutputType >

enum itk::Functor::NeighborhoodCooccurenceMatrix::OutputFeatures

Enumerator
ENERGY
ENTROPY
CORRELATION
INERTIA
CLUSTERSHADE
CLUSTERPROMINENCE
HARALICKCORRELATION
INVERSEDIFFERENCEMOMENT

Definition at line 51 of file itkCoocurenceMatrixFeatureFunctor.h.

Constructor & Destructor Documentation

◆ NeighborhoodCooccurenceMatrix()

template<typename TNeighborhoodType , typename TPixelOutputType >

itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::NeighborhoodCooccurenceMatrix ( )

inline

Definition at line 158 of file itkCoocurenceMatrixFeatureFunctor.h.

References itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::CreateStdOffsets(), itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x1_x0_x0, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::m_DirectionFlags, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::m_levels, and itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::m_offsetMap.

Member Function Documentation

◆ CreateStdOffsets()

template<typename TNeighborhoodType , typename TPixelOutputType >

static std::map<OffsetDirection, OffsetType > itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::CreateStdOffsets ( )

inlinestatic

Definition at line 80 of file itkCoocurenceMatrixFeatureFunctor.h.

Referenced by itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::NeighborhoodCooccurenceMatrix().

◆ DirectionFlags() [1/2]

template<typename TNeighborhoodType , typename TPixelOutputType >

void itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DirectionFlags ( int flags )

inline

Definition at line 143 of file itkCoocurenceMatrixFeatureFunctor.h.

◆ DirectionFlags() [2/2]

template<typename TNeighborhoodType , typename TPixelOutputType >

void itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DirectionFlags ( OffsetDirection flags )

inline

Definition at line 148 of file itkCoocurenceMatrixFeatureFunctor.h.

References itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::m_DirectionFlags.

◆ GetFeatureName()

template<typename TNeighborhoodType , typename TPixelOutputType >

static const char* itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::GetFeatureName ( unsigned int f )

inlinestatic

Definition at line 56 of file itkCoocurenceMatrixFeatureFunctor.h.

◆ operator()()

template<typename TNeighborhoodType , typename TPixelOutputType >

OutputVectorType itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::operator() ( const TNeighborhoodType & it ) const

inline

Definition at line 172 of file itkCoocurenceMatrixFeatureFunctor.h.