ITK  5.2.0
Insight Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Static Public Attributes | List of all members
itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer > Class Template Reference

#include <itkScalarImageToCooccurrenceMatrixFilter.h>

+ Inheritance diagram for itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >:
+ Collaboration diagram for itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >:

Public Types

using ConstPointer = SmartPointer< const Self >
 
using HistogramConstPointer = typename HistogramType::ConstPointer
 
using HistogramPointer = typename HistogramType::Pointer
 
using HistogramType = Histogram< MeasurementType, THistogramFrequencyContainer >
 
using ImageConstPointer = typename ImageType::ConstPointer
 
using ImagePointer = typename ImageType::Pointer
 
using ImageType = TImageType
 
using MeasurementType = typename NumericTraits< PixelType >::RealType
 
using MeasurementVectorType = typename HistogramType::MeasurementVectorType
 
using OffsetType = typename ImageType::OffsetType
 
using OffsetVector = VectorContainer< unsigned char, OffsetType >
 
using OffsetVectorConstPointer = typename OffsetVector::ConstPointer
 
using OffsetVectorPointer = typename OffsetVector::Pointer
 
using PixelType = typename ImageType::PixelType
 
using Pointer = SmartPointer< Self >
 
using RadiusType = typename ImageType::SizeType
 
using RegionType = typename ImageType::RegionType
 
using Self = ScalarImageToCooccurrenceMatrixFilter
 
using Superclass = ProcessObject
 
- Public Types inherited from itk::ProcessObject
using ConstPointer = SmartPointer< const Self >
 
using DataObjectIdentifierType = DataObject::DataObjectIdentifierType
 
using DataObjectPointer = DataObject::Pointer
 
using DataObjectPointerArray = std::vector< DataObjectPointer >
 
using DataObjectPointerArraySizeType = DataObjectPointerArray::size_type
 
using MultiThreaderType = MultiThreaderBase
 
using NameArray = std::vector< DataObjectIdentifierType >
 
using Pointer = SmartPointer< Self >
 
using Self = ProcessObject
 
using Superclass = Object
 
- Public Types inherited from itk::Object
using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = Object
 
using Superclass = LightObject
 
- Public Types inherited from itk::LightObject
using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = LightObject
 

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother () const
 
virtual const char * GetNameOfClass () const
 
- Public Member Functions inherited from itk::ProcessObject
virtual void AbortGenerateDataOff ()
 
virtual void AbortGenerateDataOn ()
 
virtual void EnlargeOutputRequestedRegion (DataObject *)
 
virtual const bool & GetAbortGenerateData () const
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
NameArray GetInputNames () const
 
DataObjectPointerArray GetInputs ()
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
virtual DataObjectPointerArraySizeType GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual float GetProgress () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
void IncrementProgress (float increment)
 
virtual DataObjectPointer MakeOutput (const DataObjectIdentifierType &)
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
virtual void SetReleaseDataFlag (bool flag)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void SetNumberOfWorkUnits (ThreadIdType _arg)
 
virtual const ThreadIdTypeGetNumberOfWorkUnits () const
 
MultiThreaderTypeGetMultiThreader () const
 
void SetMultiThreader (MultiThreaderType *threader)
 
virtual void PrepareOutputs ()
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
virtual ModifiedTimeType GetMTime () const
 
virtual const TimeStampGetTimeStamp () const
 
bool HasObserver (const EventObject &event) const
 
void InvokeEvent (const EventObject &)
 
void InvokeEvent (const EventObject &) const
 
virtual void Modified () const
 
void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetReferenceCount (int) override
 
void UnRegister () const noexcept override
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
void SetMetaDataDictionary (MetaDataDictionary &&rrhs)
 
virtual void SetObjectName (std::string _arg)
 
virtual const std::string & GetObjectName () const
 
- Public Member Functions inherited from itk::LightObject
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
 itkCloneMacro (Self)
 
void Print (std::ostream &os, Indent indent=0) const
 

Static Public Member Functions

static Pointer New ()
 
- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool flag)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 

Static Public Attributes

static constexpr unsigned int DefaultBinsPerAxis = 256
 
using DataObjectPointer = DataObject::Pointer
 
using DataObjectPointerArraySizeType = ProcessObject::DataObjectPointerArraySizeType
 
OffsetVectorConstPointer m_Offsets
 
PixelType m_Min
 
PixelType m_Max
 
unsigned int m_NumberOfBinsPerAxis
 
MeasurementVectorType m_LowerBound
 
MeasurementVectorType m_UpperBound
 
bool m_Normalize
 
PixelType m_InsidePixelValue
 
virtual void SetOffsets (const OffsetVector *_arg)
 
virtual const OffsetVectorGetOffsets () const
 
void SetOffset (const OffsetType offset)
 
virtual void SetNumberOfBinsPerAxis (unsigned int _arg)
 
virtual unsigned int GetNumberOfBinsPerAxis () const
 
void SetPixelValueMinMax (PixelType min, PixelType max)
 
virtual PixelType GetMin () const
 
virtual PixelType GetMax () const
 
virtual void SetNormalize (bool _arg)
 
virtual bool GetNormalize () const
 
virtual void NormalizeOn ()
 
virtual void NormalizeOff ()
 
void SetInput (const ImageType *image)
 
const ImageTypeGetInput () const
 
void SetMaskImage (const ImageType *image)
 
const ImageTypeGetMaskImage () const
 
const HistogramTypeGetOutput () const
 
virtual void SetInsidePixelValue (PixelType _arg)
 
virtual PixelType GetInsidePixelValue () const
 
 ScalarImageToCooccurrenceMatrixFilter ()
 
 ~ScalarImageToCooccurrenceMatrixFilter () override=default
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual void FillHistogram (RadiusType radius, RegionType region)
 
virtual void FillHistogramWithMask (RadiusType radius, RegionType region, const ImageType *maskImage)
 
DataObjectPointer MakeOutput (DataObjectPointerArraySizeType idx) override
 
void GenerateData () override
 
void NormalizeHistogram ()
 

Additional Inherited Members

- Protected Member Functions inherited from itk::ProcessObject
 ProcessObject ()
 
 ~ProcessObject () override
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetNthInput (DataObjectPointerArraySizeType num, DataObject *input)
 
virtual void AddInput (DataObject *input)
 
virtual void PushBackInput (const DataObject *input)
 
virtual void PopBackInput ()
 
virtual void PushFrontInput (const DataObject *input)
 
virtual void PopFrontInput ()
 
virtual void RemoveInput (const DataObjectIdentifierType &key)
 
virtual void RemoveInput (DataObjectPointerArraySizeType)
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName () const
 
virtual void SetPrimaryInput (DataObject *input)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual const DataObjectPointerArraySizeTypeGetNumberOfRequiredInputs () const
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
void SetRequiredInputNames (const NameArray &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
void AddOptionalInputName (const DataObjectIdentifierType &)
 
void AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName () const
 
DataObjectGetOutput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType idx) const
 
virtual void SetOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void RemoveOutput (const DataObjectIdentifierType &key)
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () const
 
virtual void SetPrimaryOutput (DataObject *output)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output)
 
virtual void AddOutput (DataObject *output)
 
virtual void RemoveOutput (DataObjectPointerArraySizeType idx)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual const DataObjectPointerArraySizeTypeGetNumberOfRequiredOutputs () const
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
DataObjectIdentifierType MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectIdentifierType MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectPointerArraySizeType MakeIndexFromInputName (const DataObjectIdentifierType &name) const
 
DataObjectPointerArraySizeType MakeIndexFromOutputName (const DataObjectIdentifierType &name) const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
virtual void VerifyPreconditions () ITKv5_CONST
 
virtual void VerifyInputInformation () ITKv5_CONST
 
virtual void GenerateInputRequestedRegion ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
virtual void GenerateOutputInformation ()
 
virtual void PropagateResetPipeline ()
 
virtual void ReleaseInputs ()
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void RestoreInputReleaseDataFlags ()
 
virtual bool GetThreaderUpdateProgress () const
 
virtual void ThreaderUpdateProgressOn ()
 
virtual void ThreaderUpdateProgressOff ()
 
virtual void SetThreaderUpdateProgress (bool arg)
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
 ~Object () override
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
- Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer InternalClone () const
 
 LightObject ()
 
virtual void PrintHeader (std::ostream &os, Indent indent) const
 
virtual void PrintTrailer (std::ostream &os, Indent indent) const
 
virtual ~LightObject ()
 
- Static Protected Member Functions inherited from itk::ProcessObject
static constexpr float progressFixedToFloat (uint32_t fixed)
 
static uint32_t progressFloatToFixed (float f)
 
- Protected Attributes inherited from itk::ProcessObject
bool m_Updating
 
TimeStamp m_OutputInformationMTime
 
- Protected Attributes inherited from itk::LightObject
std::atomic< int > m_ReferenceCount
 

Detailed Description

template<typename TImageType, typename THistogramFrequencyContainer = DenseFrequencyContainer2>
class itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >

This class computes a co-occurrence matrix (histogram) from a given image and a mask image if provided. Coocurrence matrices are used for image texture description.

This filters creates a grey-level co-occurrence matrix from a N-D scalar image. This is the first step in texture description a la Haralick. (See Haralick, R.M., K. Shanmugam and I. Dinstein. 1973. Textural Features for Image Classification. IEEE Transactions on Systems, Man and Cybernetics. SMC-3(6):610-620. See also Haralick, R.M. 1979. Statistical and Structural Approaches to Texture. Proceedings of the IEEE, 67:786-804.)

The basic idea is as follows: Given an image and an offset (e.g. (1, -1) for a 2-d image), grey-level co-occurrences are pairs of intensity values for a specific pixel and the pixel at that offset from the specified pixel. These co-occurrences can provide information about the visual texture of an image region – for example, an eight-bit image of alternating pixel-wide white and black vertical lines would have a large number of (0, 255) and (255, 0) co-occurrences for offset (1, 0).

The offset (or offsets) along which the co-occurrences are calculated can be set by the user. Traditionally, only one offset is used per histogram, and offset components in the range [-1, 1] are used. For rotation-invariant features, averages of features computed over several histograms with different offsets are generally used, instead of computing features from one histogram created with several offsets. Additionally, instead of using offsets of two or more pixels in any direction, multi-resolution techniques (e.g. image pyramids) are generally used to deal with texture at different spatial resolutions.

This class calculates a 2-d histogram of all the co-occurrence pairs in the given image's requested region, for a given set of offsets. That is, if a given offset falls outside of the requested region at a particular point, that co-occurrence pair will not be added to the matrix.

The number of histogram bins on each axis can be set (defaults to 256). Also, by default the histogram min and max corresponds to the largest and smallest possible pixel value of that pixel type. To customize the histogram bounds for a given image, the max and min pixel values that will be placed in the histogram can be set manually. NB: The min and max are INCLUSIVE.

Further, the type of histogram frequency container used is an optional template parameter. By default, a dense container is used, but for images with little texture or in cases where the user wants more histogram bins, a sparse container can be used for the histogram instead.

WARNING: This probably won't work for pixels of double or long-double type unless you set the histogram min and max manually. This is because the largest histogram bin by default has max value of the largest possible pixel value plus 1. For double and long-double types, whose "RealType" as defined by the NumericTraits class is the same, and thus cannot hold any larger values, this would cause a float overflow.

See also
MaskedScalarImageToCooccurrenceMatrixFilter
HistogramToTextureFeaturesFilter
ScalarImageTextureCalculator
Author
Zachary Pincus and Glenn Pierce

Definition at line 94 of file itkScalarImageToCooccurrenceMatrixFilter.h.

Member Typedef Documentation

◆ ConstPointer

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::ConstPointer = SmartPointer<const Self>

Definition at line 103 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ DataObjectPointer

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::DataObjectPointer = DataObject::Pointer
protected

Standard itk::ProcessObject subclass method.

Definition at line 198 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ DataObjectPointerArraySizeType

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::DataObjectPointerArraySizeType = ProcessObject::DataObjectPointerArraySizeType
protected

Standard itk::ProcessObject subclass method.

Definition at line 200 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ HistogramConstPointer

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::HistogramConstPointer = typename HistogramType::ConstPointer

Definition at line 126 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ HistogramPointer

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::HistogramPointer = typename HistogramType::Pointer

Definition at line 125 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ HistogramType

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::HistogramType = Histogram<MeasurementType, THistogramFrequencyContainer>

Definition at line 124 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ ImageConstPointer

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::ImageConstPointer = typename ImageType::ConstPointer

Definition at line 113 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ ImagePointer

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::ImagePointer = typename ImageType::Pointer

Definition at line 112 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ ImageType

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::ImageType = TImageType

Definition at line 111 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ MeasurementType

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::MeasurementType = typename NumericTraits<PixelType>::RealType

Definition at line 122 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ MeasurementVectorType

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::MeasurementVectorType = typename HistogramType::MeasurementVectorType

Definition at line 127 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ OffsetType

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::OffsetType = typename ImageType::OffsetType

Definition at line 117 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ OffsetVector

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::OffsetVector = VectorContainer<unsigned char, OffsetType>

Definition at line 118 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ OffsetVectorConstPointer

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::OffsetVectorConstPointer = typename OffsetVector::ConstPointer

Definition at line 120 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ OffsetVectorPointer

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::OffsetVectorPointer = typename OffsetVector::Pointer

Definition at line 119 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ PixelType

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::PixelType = typename ImageType::PixelType

Definition at line 114 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ Pointer

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::Pointer = SmartPointer<Self>

Definition at line 102 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ RadiusType

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::RadiusType = typename ImageType::SizeType

Definition at line 116 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ RegionType

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::RegionType = typename ImageType::RegionType

Definition at line 115 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ Self

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::Self = ScalarImageToCooccurrenceMatrixFilter

Standard type alias

Definition at line 100 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ Superclass

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
using itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::Superclass = ProcessObject

Definition at line 101 of file itkScalarImageToCooccurrenceMatrixFilter.h.

Constructor & Destructor Documentation

◆ ScalarImageToCooccurrenceMatrixFilter()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::ScalarImageToCooccurrenceMatrixFilter ( )
protected

Standard itk::ProcessObject subclass method.

◆ ~ScalarImageToCooccurrenceMatrixFilter()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::~ScalarImageToCooccurrenceMatrixFilter ( )
overrideprotecteddefault

Standard itk::ProcessObject subclass method.

Member Function Documentation

◆ CreateAnother()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual::itk::LightObject::Pointer itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::CreateAnother ( ) const
virtual

Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.

Reimplemented from itk::Object.

◆ FillHistogram()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::FillHistogram ( RadiusType  radius,
RegionType  region 
)
protectedvirtual

Standard itk::ProcessObject subclass method.

◆ FillHistogramWithMask()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::FillHistogramWithMask ( RadiusType  radius,
RegionType  region,
const ImageType maskImage 
)
protectedvirtual

Standard itk::ProcessObject subclass method.

◆ GenerateData()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GenerateData ( )
overrideprotectedvirtual

This method causes the filter to generate its output.

Reimplemented from itk::ProcessObject.

◆ GetInput()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
const ImageType* itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GetInput ( ) const

Standard itk::ProcessObject subclass method.

◆ GetInsidePixelValue()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual PixelType itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GetInsidePixelValue ( ) const
virtual

Standard itk::ProcessObject subclass method.

◆ GetMaskImage()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
const ImageType* itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GetMaskImage ( ) const

Standard itk::ProcessObject subclass method.

◆ GetMax()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual PixelType itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GetMax ( ) const
virtual

Standard itk::ProcessObject subclass method.

◆ GetMin()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual PixelType itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GetMin ( ) const
virtual

Standard itk::ProcessObject subclass method.

◆ GetNameOfClass()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual const char* itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GetNameOfClass ( ) const
virtual

Run-time type information (and related methods).

Reimplemented from itk::ProcessObject.

◆ GetNormalize()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual bool itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GetNormalize ( ) const
virtual

Standard itk::ProcessObject subclass method.

◆ GetNumberOfBinsPerAxis()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual unsigned int itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GetNumberOfBinsPerAxis ( ) const
virtual

Standard itk::ProcessObject subclass method.

◆ GetOffsets()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual const OffsetVector* itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GetOffsets ( ) const
virtual

Standard itk::ProcessObject subclass method.

◆ GetOutput()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
const HistogramType* itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::GetOutput ( ) const

method to get the Histogram

◆ MakeOutput()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
DataObjectPointer itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::MakeOutput ( DataObjectPointerArraySizeType  idx)
overrideprotectedvirtual

Standard itk::ProcessObject subclass method.

Reimplemented from itk::ProcessObject.

◆ New()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
static Pointer itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::New ( )
static

standard New() method support

◆ NormalizeHistogram()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::NormalizeHistogram ( )
private

Standard itk::ProcessObject subclass method.

◆ NormalizeOff()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::NormalizeOff ( )
virtual

Standard itk::ProcessObject subclass method.

◆ NormalizeOn()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::NormalizeOn ( )
virtual

Standard itk::ProcessObject subclass method.

◆ PrintSelf()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
overrideprotectedvirtual

Standard itk::ProcessObject subclass method.

Reimplemented from itk::ProcessObject.

◆ SetInput()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::SetInput ( const ImageType image)

Standard itk::ProcessObject subclass method.

◆ SetInsidePixelValue()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::SetInsidePixelValue ( PixelType  _arg)
virtual

Set the pixel value of the mask that should be considered "inside" the object. Defaults to one.

◆ SetMaskImage()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::SetMaskImage ( const ImageType image)

Method to set/get the mask image

◆ SetNormalize()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::SetNormalize ( bool  _arg)
virtual

Set the calculator to normalize the histogram (divide all bins by the total frequency). Normalization is off by default.

◆ SetNumberOfBinsPerAxis()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::SetNumberOfBinsPerAxis ( unsigned int  _arg)
virtual

Set number of histogram bins along each axis

◆ SetOffset()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::SetOffset ( const OffsetType  offset)

Standard itk::ProcessObject subclass method.

◆ SetOffsets()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
virtual void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::SetOffsets ( const OffsetVector _arg)
virtual

Get/Set the offset or offsets over which the co-occurrence pairs will be computed. Calling either of these methods clears the previous offsets.

◆ SetPixelValueMinMax()

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
void itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::SetPixelValueMinMax ( PixelType  min,
PixelType  max 
)

Set the min and max (inclusive) pixel value that will be placed in the histogram

Member Data Documentation

◆ DefaultBinsPerAxis

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
constexpr unsigned int itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::DefaultBinsPerAxis = 256
staticconstexpr

Definition at line 129 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ m_InsidePixelValue

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
PixelType itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::m_InsidePixelValue
private

Standard itk::ProcessObject subclass method.

Definition at line 222 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ m_LowerBound

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
MeasurementVectorType itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::m_LowerBound
private

Standard itk::ProcessObject subclass method.

Definition at line 218 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ m_Max

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
PixelType itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::m_Max
private

Standard itk::ProcessObject subclass method.

Definition at line 215 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ m_Min

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
PixelType itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::m_Min
private

Standard itk::ProcessObject subclass method.

Definition at line 214 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ m_Normalize

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
bool itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::m_Normalize
private

Standard itk::ProcessObject subclass method.

Definition at line 220 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ m_NumberOfBinsPerAxis

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
unsigned int itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::m_NumberOfBinsPerAxis
private

Standard itk::ProcessObject subclass method.

Definition at line 217 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ m_Offsets

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
OffsetVectorConstPointer itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::m_Offsets
private

Standard itk::ProcessObject subclass method.

Definition at line 213 of file itkScalarImageToCooccurrenceMatrixFilter.h.

◆ m_UpperBound

template<typename TImageType , typename THistogramFrequencyContainer = DenseFrequencyContainer2>
MeasurementVectorType itk::Statistics::ScalarImageToCooccurrenceMatrixFilter< TImageType, THistogramFrequencyContainer >::m_UpperBound
private

Standard itk::ProcessObject subclass method.

Definition at line 219 of file itkScalarImageToCooccurrenceMatrixFilter.h.


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