itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType > Class Template Reference

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

#include <itkCoocurenceMatrixFeatureFunctor.h>

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

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 Cooccurence matrix.

Definition at line 25 of file itkCoocurenceMatrixFeatureFunctor.h.

Member Typedef Documentation

template<typename TNeighborhoodType , typename TPixelOutputType >

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

Definition at line 30 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

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

Definition at line 34 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

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

Definition at line 33 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

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

Definition at line 38 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

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

Definition at line 31 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

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

Definition at line 37 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

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

Definition at line 32 of file itkCoocurenceMatrixFeatureFunctor.h.

Member Enumeration Documentation

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 50 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

enum itk::Functor::NeighborhoodCooccurenceMatrix::OutputFeatures

Enumerator
ENERGY
ENTROPY
CORRELATION
INERTIA
CLUSTERSHADE
CLUSTERPROMINENCE
HARALICKCORRELATION
INVERSEDIFFERENCEMOMENT

Definition at line 39 of file itkCoocurenceMatrixFeatureFunctor.h.

Constructor & Destructor Documentation

template<typename TNeighborhoodType , typename TPixelOutputType >

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

inline

Definition at line 146 of file itkCoocurenceMatrixFeatureFunctor.h.

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

Member Function Documentation

template<typename TNeighborhoodType , typename TPixelOutputType >

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

inlinestatic

Definition at line 68 of file itkCoocurenceMatrixFeatureFunctor.h.

References itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_n1_x1_n1, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_n1_x1_x0, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_n1_x1_x1, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x0_x0_x1, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x0_x1_n1, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x0_x1_x0, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x0_x1_x1, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x1_x0_n1, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x1_x0_x0, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x1_x0_x1, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x1_x1_n1, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x1_x1_x0, and itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::DIR_x1_x1_x1.

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

template<typename TNeighborhoodType , typename TPixelOutputType >

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

inline

Definition at line 131 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

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

inline

Definition at line 136 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

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

inlinestatic

Definition at line 44 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

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

inline

Definition at line 160 of file itkCoocurenceMatrixFeatureFunctor.h.

References itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::CLUSTERPROMINENCE, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::CLUSTERSHADE, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::CORRELATION, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::ENERGY, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::ENTROPY, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::HARALICKCORRELATION, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::INERTIA, itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::INVERSEDIFFERENCEMOMENT, max(), min(), mitk::New(), and swap().

template<typename TNeighborhoodType , typename TPixelOutputType >

void itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::SetLevels ( unsigned int  lvl )

inline

Definition at line 141 of file itkCoocurenceMatrixFeatureFunctor.h.

Member Data Documentation

template<typename TNeighborhoodType , typename TPixelOutputType >

int itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::m_DirectionFlags

Definition at line 127 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

unsigned int itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::m_levels

Definition at line 129 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

std::map<OffsetDirection, OffsetType> itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::m_offsetMap

Definition at line 128 of file itkCoocurenceMatrixFeatureFunctor.h.

template<typename TNeighborhoodType , typename TPixelOutputType >

const unsigned int itk::Functor::NeighborhoodCooccurenceMatrix< TNeighborhoodType, TPixelOutputType >::OutputCount

static

Definition at line 36 of file itkCoocurenceMatrixFeatureFunctor.h.

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

• itkCoocurenceMatrixFeatureFunctor.h