#include <itkMultiScaleHessianBasedMeasureImageFilter.h>

Detailed Description

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>
class itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >

A filter to enhance structures using Hessian eigensystem-based measures in a multiscale framework.

The filter evaluates a Hessian-based enhancement measure, such as vesselness or objectness, at different scale levels. The Hessian-based measure is computed from the Hessian image at each scale level and the best response is selected.

Minimum and maximum sigma value can be set using SetMinSigma and SetMaxSigma methods respectively. The number of scale levels is set using SetNumberOfSigmaSteps method. Exponentially distributed scale levels are computed within the bound set by the minimum and maximum sigma values

The filter computes a second output image (accessed by the GetScalesOutput method) containing the scales at which each pixel gave the best response.

This code was contributed in the Insight Journal paper: "Generalizing vesselness with respect to dimensionality and shape" by Antiga L. https://doi.org/10.54294/urgadx

Author: Luca Antiga Ph.D. Medical Imaging Unit, Bioengineering Department, Mario Negri Institute, Italy.

See also: HessianToObjectnessMeasureImageFilter; Hessian3DToVesselnessMeasureImageFilter; HessianSmoothed3DToVesselnessMeasureImageFilter; HessianRecursiveGaussianImageFilter; SymmetricEigenAnalysisImageFilter; SymmetricSecondRankTensor

Definition at line 87 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

Inheritance diagram for itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >:

Collaboration diagram for itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >:

Public Types
using	BufferValueType = typename UpdateBufferType::ValueType

using	ConstPointer = SmartPointer<const Self>

using	DataObjectPointerArraySizeType = ProcessObject::DataObjectPointerArraySizeType

using	HessianFilterType = HessianRecursiveGaussianImageFilter<InputImageType, HessianImageType>

using	HessianImageType = THessianImage

using	HessianToMeasureFilterType = ImageToImageFilter<HessianImageType, OutputImageType>

using	InputImageType = TInputImage

using	InputPixelType = typename TInputImage::PixelType

using	OutputImageType = TOutputImage

using	OutputPixelType = typename TOutputImage::PixelType

using	OutputRegionType = typename TOutputImage::RegionType

using	Pointer = SmartPointer<Self>

using	ScalesImageType = Image<ScalesPixelType, Self::ImageDimension>

using	ScalesPixelType = float

using	Self = MultiScaleHessianBasedMeasureImageFilter

using	SigmaStepMethodEnum = MultiScaleHessianBasedMeasureImageFilterEnums::SigmaStepMethod

using	Superclass = ImageToImageFilter<TInputImage, TOutputImage>

using	UpdateBufferType = Image<double, Self::ImageDimension>

Public Types inherited from itk::ImageToImageFilter< TInputImage, TInputImage >
using	ConstPointer

using	InputImageConstPointer

using	InputImagePixelType

using	InputImagePointer

using	InputImageRegionType

using	InputImageType

typedef typename OutputImageType::PixelType	OutputImagePixelType

using	OutputImagePixelType

typedef typename OutputImageType::RegionType	OutputImageRegionType

using	OutputImageRegionType

using	Pointer

using	Self

using	Superclass

Public Types inherited from itk::ImageSource< TInputImage >
using	ConstPointer

using	DataObjectIdentifierType

using	DataObjectPointer

using	DataObjectPointerArraySizeType

using	OutputImagePixelType

using	OutputImagePointer

using	OutputImageRegionType

using	OutputImageType

using	Pointer

using	Self

using	Superclass

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	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

const HessianImageType *	GetHessianOutput () const

virtual const char *	GetNameOfClass () const

const ScalesImageType *	GetScalesOutput () const

void	SetSigmaStepMethodToEquispaced ()

void	SetSigmaStepMethodToLogarithmic ()


virtual void	SetSigmaMinimum (double _arg)

virtual double	GetSigmaMinimum () const


virtual void	SetSigmaMaximum (double _arg)

virtual double	GetSigmaMaximum () const


virtual void	SetNumberOfSigmaSteps (unsigned int _arg)

virtual unsigned int	GetNumberOfSigmaSteps () const


virtual void	SetHessianToMeasureFilter (HessianToMeasureFilterType *_arg)

virtual HessianToMeasureFilterType *	GetModifiableHessianToMeasureFilter ()

virtual const HessianToMeasureFilterType *	GetHessianToMeasureFilter () const


virtual void	SetNonNegativeHessianBasedMeasure (bool _arg)

virtual bool	GetNonNegativeHessianBasedMeasure () const

virtual void	NonNegativeHessianBasedMeasureOn ()

virtual void	NonNegativeHessianBasedMeasureOff ()


virtual void	SetSigmaStepMethod (const SigmaStepMethodEnum _arg)

virtual SigmaStepMethodEnum	GetSigmaStepMethod () const


virtual void	SetGenerateScalesOutput (bool _arg)

virtual bool	GetGenerateScalesOutput () const

virtual void	GenerateScalesOutputOn ()

virtual void	GenerateScalesOutputOff ()


virtual void	SetGenerateHessianOutput (bool _arg)

virtual bool	GetGenerateHessianOutput () const

virtual void	GenerateHessianOutputOn ()

virtual void	GenerateHessianOutputOff ()

Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TInputImage >
const InputImageType *	GetInput () const

const InputImageType *	GetInput () const

const InputImageType *	GetInput (unsigned int idx) const

const InputImageType *	GetInput (unsigned int idx) const

void	PopBackInput () override

void	PopBackInput () override

void	PopFrontInput () override

void	PopFrontInput () override

virtual void	PushBackInput (const InputImageType *input)

virtual void	PushBackInput (const InputImageType *input)

virtual void	PushFrontInput (const InputImageType *input)

virtual void	PushFrontInput (const InputImageType *input)

virtual void	SetInput (const InputImageType *input)

virtual void	SetInput (const InputImageType *input)

virtual void	SetInput (unsigned int, const TInputImage *image)

virtual void	SetInput (unsigned int, const TInputImage *image)

virtual void	SetCoordinateTolerance (double _arg)

virtual double	GetCoordinateTolerance () const

virtual void	SetCoordinateTolerance (double _arg)

virtual double	GetCoordinateTolerance () const

virtual void	SetDirectionTolerance (double _arg)

virtual double	GetDirectionTolerance () const

virtual void	SetDirectionTolerance (double _arg)

virtual double	GetDirectionTolerance () const

Public Member Functions inherited from itk::ImageSource< TInputImage >
OutputImageType *	GetOutput (unsigned int idx)

virtual void	GraftNthOutput (unsigned int idx, DataObject *graft)

virtual void	GraftOutput (const DataObjectIdentifierType &key, DataObject *graft)

virtual void	GraftOutput (DataObject *graft)

OutputImageType *	GetOutput ()

const OutputImageType *	GetOutput () const

ProcessObject::DataObjectPointer	MakeOutput (const ProcessObject::DataObjectIdentifierType &) override

Public Member Functions inherited from itk::ProcessObject
virtual void	AbortGenerateDataOff ()

virtual void	AbortGenerateDataOn ()

virtual const bool &	GetAbortGenerateData () const

DataObjectPointerArray	GetIndexedInputs ()

DataObjectPointerArray	GetIndexedOutputs ()

NameArray	GetInputNames () const

DataObjectPointerArray	GetInputs ()

MultiThreaderBase *	GetMultiThreader () const

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 void	PrepareOutputs ()

virtual void	PropagateRequestedRegion (DataObject *output)

virtual void	ResetPipeline ()

virtual void	SetAbortGenerateData (bool _arg)

void	SetMultiThreader (MultiThreaderBase *threader)

virtual void	Update ()

virtual void	UpdateLargestPossibleRegion ()

virtual void	UpdateOutputData (DataObject *output)

virtual void	UpdateOutputInformation ()

void	UpdateProgress (float progress)

virtual void	SetReleaseDataFlag (bool val)

virtual bool	GetReleaseDataFlag () const

void	ReleaseDataFlagOn ()

void	ReleaseDataFlagOff ()

virtual void	SetReleaseDataBeforeUpdateFlag (bool _arg)

virtual const bool &	GetReleaseDataBeforeUpdateFlag () const

virtual void	ReleaseDataBeforeUpdateFlagOn ()

virtual void	ReleaseDataBeforeUpdateFlagOff ()

	itkVirtualSetClampMacro (NumberOfWorkUnits, ThreadIdType, 1, ITK_MAX_THREADS)

virtual const ThreadIdType &	GetNumberOfWorkUnits () const

Public Member Functions inherited from itk::Object
unsigned long	AddObserver (const EventObject &event, Command *cmd) const

unsigned long	AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const

LightObject::Pointer	CreateAnother () const override

virtual void	DebugOff () const

virtual void	DebugOn () const

Command *	GetCommand (unsigned long tag)

bool	GetDebug () const

MetaDataDictionary &	GetMetaDataDictionary ()

const MetaDataDictionary &	GetMetaDataDictionary () const

virtual ModifiedTimeType	GetMTime () const

virtual const TimeStamp &	GetTimeStamp () 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) const

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
Pointer	Clone () const

virtual void	Delete ()

virtual int	GetReferenceCount () const

void	Print (std::ostream &os, Indent indent=0) const

Static Public Member Functions
static Pointer	New ()

Static Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TInputImage >
static double	GetGlobalDefaultCoordinateTolerance ()

static double	GetGlobalDefaultCoordinateTolerance ()

static double	GetGlobalDefaultDirectionTolerance ()

static double	GetGlobalDefaultDirectionTolerance ()

static void	SetGlobalDefaultCoordinateTolerance (double)

static void	SetGlobalDefaultCoordinateTolerance (double)

static void	SetGlobalDefaultDirectionTolerance (double)

static void	SetGlobalDefaultDirectionTolerance (double)

Static Public Member Functions inherited from itk::Object
static bool	GetGlobalWarningDisplay ()

static void	GlobalWarningDisplayOff ()

static void	GlobalWarningDisplayOn ()

static Pointer	New ()

static void	SetGlobalWarningDisplay (bool val)

Static Public Member Functions inherited from itk::LightObject
static void	BreakOnError ()

static Pointer	New ()

Static Public Attributes
static constexpr unsigned int	ImageDimension = InputImageType::ImageDimension

Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TInputImage >
static constexpr unsigned int	InputImageDimension

static constexpr unsigned int	InputImageDimension

static constexpr unsigned int	OutputImageDimension

static constexpr unsigned int	OutputImageDimension

Static Public Attributes inherited from itk::ImageSource< TInputImage >
static constexpr unsigned int	OutputImageDimension

Protected Member Functions
void	EnlargeOutputRequestedRegion (DataObject *) override

void	GenerateData () override

DataObjectPointer	MakeOutput (DataObjectPointerArraySizeType idx) override

	MultiScaleHessianBasedMeasureImageFilter ()

void	PrintSelf (std::ostream &os, Indent indent) const override

	~MultiScaleHessianBasedMeasureImageFilter () override=default

Protected Member Functions inherited from itk::ImageToImageFilter< TInputImage, TInputImage >
virtual void	CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)

virtual void	CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)

virtual void	CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)

virtual void	CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)

void	GenerateInputRequestedRegion () override

void	GenerateInputRequestedRegion () override

	ImageToImageFilter ()

	ImageToImageFilter ()

void	VerifyInputInformation () const override

void	VerifyInputInformation () const override

	~ImageToImageFilter () override=default

	~ImageToImageFilter () override=default

Protected Member Functions inherited from itk::ImageSource< TInputImage >
virtual void	AfterThreadedGenerateData ()

virtual void	AllocateOutputs ()

virtual void	BeforeThreadedGenerateData ()

void	ClassicMultiThread (ThreadFunctionType callbackFunction)

virtual const ImageRegionSplitterBase *	GetImageRegionSplitter () const

	ImageSource ()

virtual unsigned int	SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)

	~ImageSource () override=default

virtual void	ThreadedGenerateData (const OutputImageRegionType &region, ThreadIdType threadId)

virtual void	DynamicThreadedGenerateData (const OutputImageRegionType &outputRegionForThread)

virtual bool	GetDynamicMultiThreading () const

virtual void	SetDynamicMultiThreading (bool _arg)

virtual void	DynamicMultiThreadingOn ()

virtual void	DynamicMultiThreadingOff ()

Protected Member Functions inherited from itk::ProcessObject
virtual void	AddInput (DataObject *input)

void	AddOptionalInputName (const DataObjectIdentifierType &)

void	AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)

virtual void	AddOutput (DataObject *output)

bool	AddRequiredInputName (const DataObjectIdentifierType &)

bool	AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)

virtual void	CacheInputReleaseDataFlags ()

virtual void	GenerateOutputInformation ()

virtual void	GenerateOutputRequestedRegion (DataObject *output)

DataObject *	GetInput (const DataObjectIdentifierType &key)

const DataObject *	GetInput (const DataObjectIdentifierType &key) const

virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredInputs () const

virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredOutputs () const

bool	IsIndexedInputName (const DataObjectIdentifierType &) const

bool	IsIndexedOutputName (const DataObjectIdentifierType &) const

bool	IsRequiredInputName (const DataObjectIdentifierType &) const

DataObjectPointerArraySizeType	MakeIndexFromInputName (const DataObjectIdentifierType &name) const

DataObjectPointerArraySizeType	MakeIndexFromOutputName (const DataObjectIdentifierType &name) const

DataObjectIdentifierType	MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const

DataObjectIdentifierType	MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const

void	PrintSelf (std::ostream &os, Indent indent) const override

	ProcessObject ()

virtual void	PropagateResetPipeline ()

virtual void	PushBackInput (const DataObject *input)

virtual void	PushFrontInput (const DataObject *input)

virtual void	ReleaseInputs ()

virtual void	RemoveInput (const DataObjectIdentifierType &key)

virtual void	RemoveInput (DataObjectPointerArraySizeType)

virtual void	RemoveOutput (const DataObjectIdentifierType &key)

virtual void	RemoveOutput (DataObjectPointerArraySizeType idx)

bool	RemoveRequiredInputName (const DataObjectIdentifierType &)

virtual void	RestoreInputReleaseDataFlags ()

virtual void	SetInput (const DataObjectIdentifierType &key, DataObject *input)

virtual void	SetNthInput (DataObjectPointerArraySizeType idx, DataObject *input)

virtual void	SetNthOutput (DataObjectPointerArraySizeType idx, DataObject *output)

void	SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)

void	SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)

virtual void	SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)

virtual void	SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)

virtual void	SetOutput (const DataObjectIdentifierType &name, DataObject *output)

virtual void	SetPrimaryInput (DataObject *object)

virtual void	SetPrimaryOutput (DataObject *object)

void	SetRequiredInputNames (const NameArray &)

virtual void	VerifyPreconditions () const

	~ProcessObject () override

DataObject *	GetInput (DataObjectPointerArraySizeType idx)

const DataObject *	GetInput (DataObjectPointerArraySizeType idx) const

DataObject *	GetPrimaryInput ()

const DataObject *	GetPrimaryInput () const

virtual void	SetPrimaryInputName (const DataObjectIdentifierType &key)

virtual const char *	GetPrimaryInputName () const

DataObject *	GetOutput (const DataObjectIdentifierType &key)

const DataObject *	GetOutput (const DataObjectIdentifierType &key) const

virtual void	SetPrimaryOutputName (const DataObjectIdentifierType &key)

virtual const char *	GetPrimaryOutputName () const

DataObject *	GetOutput (DataObjectPointerArraySizeType i)

const DataObject *	GetOutput (DataObjectPointerArraySizeType i) const

DataObject *	GetPrimaryOutput ()

const DataObject *	GetPrimaryOutput () const

virtual bool	GetThreaderUpdateProgress () const

virtual void	ThreaderUpdateProgressOn ()

virtual void	ThreaderUpdateProgressOff ()

virtual void	SetThreaderUpdateProgress (bool arg)

Protected Member Functions inherited from itk::Object
	Object ()

bool	PrintObservers (std::ostream &os, Indent indent) const

virtual void	SetTimeStamp (const TimeStamp &timeStamp)

	~Object () override

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 ()

Private Member Functions
void	AllocateUpdateBuffer ()

double	ComputeSigmaValue (int scaleLevel)

void	UpdateMaximumResponse (double sigma)

Private Attributes
bool	m_GenerateHessianOutput {}

bool	m_GenerateScalesOutput {}

HessianFilterType::Pointer	m_HessianFilter {}

HessianToMeasureFilterType::Pointer	m_HessianToMeasureFilter {}

bool	m_NonNegativeHessianBasedMeasure {}

unsigned int	m_NumberOfSigmaSteps {}

double	m_SigmaMaximum {}

double	m_SigmaMinimum {}

SigmaStepMethodEnum	m_SigmaStepMethod {}

UpdateBufferType::Pointer	m_UpdateBuffer {}

Additional Inherited Members
Protected Types inherited from itk::ImageToImageFilter< TInputImage, TInputImage >
using	InputToOutputRegionCopierType

using	OutputToInputRegionCopierType

Static Protected Member Functions inherited from itk::ImageSource< TInputImage >
static const ImageRegionSplitterBase *	GetGlobalDefaultSplitter ()

static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION	ThreaderCallback (void *arg)

Static Protected Member Functions inherited from itk::ProcessObject
template<typename TSourceObject>
static void	MakeRequiredOutputs (TSourceObject &sourceObject, const DataObjectPointerArraySizeType numberOfRequiredOutputs)

static constexpr float	progressFixedToFloat (uint32_t fixed)

static uint32_t	progressFloatToFixed (float f)

Protected Attributes inherited from itk::ImageSource< TInputImage >
bool	m_DynamicMultiThreading

Protected Attributes inherited from itk::ProcessObject
TimeStamp	m_OutputInformationMTime {}

bool	m_Updating {}

Protected Attributes inherited from itk::LightObject
std::atomic< int >	m_ReferenceCount {}

Member Typedef Documentation

◆ BufferValueType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::BufferValueType = typename UpdateBufferType::ValueType

Definition at line 124 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ ConstPointer

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::ConstPointer = SmartPointer<const Self>

Definition at line 98 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ DataObjectPointerArraySizeType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::DataObjectPointerArraySizeType = ProcessObject::DataObjectPointerArraySizeType

This is overloaded to create the Scales and Hessian output images

Definition at line 213 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ HessianFilterType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::HessianFilterType = HessianRecursiveGaussianImageFilter<InputImageType, HessianImageType>

Hessian computation filter.

Definition at line 118 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ HessianImageType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::HessianImageType = THessianImage

Definition at line 102 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ HessianToMeasureFilterType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::HessianToMeasureFilterType = ImageToImageFilter<HessianImageType, OutputImageType>

Definition at line 104 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ InputImageType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::InputImageType = TInputImage

Definition at line 100 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ InputPixelType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::InputPixelType = typename TInputImage::PixelType

Definition at line 106 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ OutputImageType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::OutputImageType = TOutputImage

Definition at line 101 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ OutputPixelType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::OutputPixelType = typename TOutputImage::PixelType

Definition at line 107 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ OutputRegionType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::OutputRegionType = typename TOutputImage::RegionType

Definition at line 108 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ Pointer

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::Pointer = SmartPointer<Self>

Definition at line 97 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ ScalesImageType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::ScalesImageType = Image<ScalesPixelType, Self::ImageDimension>

Definition at line 115 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ ScalesPixelType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::ScalesPixelType = float

Types for Scales image

Definition at line 114 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ Self

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::Self = MultiScaleHessianBasedMeasureImageFilter

Standard class type aliases.

Definition at line 94 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ SigmaStepMethodEnum

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SigmaStepMethodEnum = MultiScaleHessianBasedMeasureImageFilterEnums::SigmaStepMethod

Definition at line 167 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ Superclass

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::Superclass = ImageToImageFilter<TInputImage, TOutputImage>

Definition at line 95 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ UpdateBufferType

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

using itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::UpdateBufferType = Image<double, Self::ImageDimension>

Update image buffer that holds the best objectness response. This is not redundant from the output image because the latter may not be of float type, which is required for the comparisons between responses at different scales.

Definition at line 123 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

Constructor & Destructor Documentation

◆ MultiScaleHessianBasedMeasureImageFilter()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::MultiScaleHessianBasedMeasureImageFilter ( )

protected

Referenced by GetNameOfClass().

◆ ~MultiScaleHessianBasedMeasureImageFilter()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::~MultiScaleHessianBasedMeasureImageFilter ( )

overrideprotecteddefault

Member Function Documentation

◆ AllocateUpdateBuffer()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::AllocateUpdateBuffer ( )

private

◆ ComputeSigmaValue()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

double itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::ComputeSigmaValue ( int scaleLevel )

private

◆ CreateAnother()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual::itk::LightObject::Pointer itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::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::LightObject.

◆ EnlargeOutputRequestedRegion()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::EnlargeOutputRequestedRegion ( DataObject * output )

overrideprotectedvirtual

Give the process object a chance to indicate that it will produce more output than it was requested to produce. For example, many imaging filters must compute the entire output at once or can only produce output in complete slices. Such filters cannot handle smaller requested regions. These filters must provide an implementation of this method, setting the output requested region to the size they will produce. By default, a process object does not modify the size of the output requested region.

Reimplemented from itk::ProcessObject.

References itk::ImageSource< TOutputImage >::MakeOutput().

◆ GenerateData()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GenerateData ( )

overrideprotectedvirtual

Generate Data

Reimplemented from itk::ImageSource< TInputImage >.

◆ GenerateHessianOutputOff()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GenerateHessianOutputOff ( )

virtual

Methods to turn on/off flag to generate an image with hessian values at each pixel for the best vesselness response

◆ GenerateHessianOutputOn()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GenerateHessianOutputOn ( )

virtual

Methods to turn on/off flag to generate an image with hessian values at each pixel for the best vesselness response

◆ GenerateScalesOutputOff()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GenerateScalesOutputOff ( )

virtual

Methods to turn on/off flag to generate an image with scale values at each pixel for the best vesselness response

◆ GenerateScalesOutputOn()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GenerateScalesOutputOn ( )

virtual

Methods to turn on/off flag to generate an image with scale values at each pixel for the best vesselness response

◆ GetGenerateHessianOutput()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual bool itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetGenerateHessianOutput ( ) const

virtual

Methods to turn on/off flag to generate an image with hessian values at each pixel for the best vesselness response

◆ GetGenerateScalesOutput()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual bool itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetGenerateScalesOutput ( ) const

virtual

Methods to turn on/off flag to generate an image with scale values at each pixel for the best vesselness response

◆ GetHessianOutput()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

const HessianImageType * itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetHessianOutput ( ) const

Get the image containing the Hessian computed at the best response scale

◆ GetHessianToMeasureFilter()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual const HessianToMeasureFilterType * itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetHessianToMeasureFilter ( ) const

virtual

Set/Get HessianToMeasureFilter. This will be a filter that takes Hessian input image and produces enhanced output scalar image. The filter must derive from itk::ImageToImage filter

◆ GetModifiableHessianToMeasureFilter()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual HessianToMeasureFilterType * itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetModifiableHessianToMeasureFilter ( )

virtual

Set/Get HessianToMeasureFilter. This will be a filter that takes Hessian input image and produces enhanced output scalar image. The filter must derive from itk::ImageToImage filter

◆ GetNameOfClass()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual const char * itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetNameOfClass ( ) const

virtual

See also: LightObject::GetNameOfClass()

Reimplemented from itk::ImageToImageFilter< TInputImage, TInputImage >.

References MultiScaleHessianBasedMeasureImageFilter().

◆ GetNonNegativeHessianBasedMeasure()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual bool itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetNonNegativeHessianBasedMeasure ( ) const

virtual

Methods to turn on/off flag to inform the filter that the Hessian-based measure is non-negative (classical measures like Sato's and Frangi's are), hence it has a minimum at zero. In this case, the update buffer is initialized at zero, and the output scale and Hessian are zero in case the Hessian-based measure returns zero for all scales. Otherwise, the minimum output scale and Hessian are the ones obtained at scale SigmaMinimum. On by default.

◆ GetNumberOfSigmaSteps()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual unsigned int itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetNumberOfSigmaSteps ( ) const

virtual

Set/Get macros for Number of Scales

◆ GetScalesOutput()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

const ScalesImageType * itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetScalesOutput ( ) const

Get the image containing the scales at which each pixel gave the best response

◆ GetSigmaMaximum()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual double itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetSigmaMaximum ( ) const

virtual

Set/Get macros for SigmaMax

◆ GetSigmaMinimum()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual double itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetSigmaMinimum ( ) const

virtual

Set/Get macros for SigmaMin

◆ GetSigmaStepMethod()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual SigmaStepMethodEnum itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::GetSigmaStepMethod ( ) const

virtual

Set/Get the method used to generate scale sequence (Equispaced or Logarithmic)

◆ MakeOutput()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

DataObjectPointer itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::MakeOutput ( DataObjectPointerArraySizeType idx )

overrideprotectedvirtual

Make a DataObject of the correct type to used as the specified output. Every ProcessObject subclass must be able to create a DataObject that can be used as a specified output. This method is automatically called when DataObject::DisconnectPipeline() is called. DataObject::DisconnectPipeline, disconnects a data object from being an output of its current source. When the data object is disconnected, the ProcessObject needs to construct a replacement output data object so that the ProcessObject is in a valid state. So DataObject::DisconnectPipeline eventually calls ProcessObject::MakeOutput. Note that MakeOutput always returns a SmartPointer to a DataObject. If a subclass of ImageSource has multiple outputs of different types, then that class must provide an implementation of MakeOutput().

Reimplemented from itk::ImageSource< TInputImage >.

◆ New()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

static Pointer itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::New ( )

static

Method for creation through the object factory.

◆ NonNegativeHessianBasedMeasureOff()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::NonNegativeHessianBasedMeasureOff ( )

virtual

Methods to turn on/off flag to inform the filter that the Hessian-based measure is non-negative (classical measures like Sato's and Frangi's are), hence it has a minimum at zero. In this case, the update buffer is initialized at zero, and the output scale and Hessian are zero in case the Hessian-based measure returns zero for all scales. Otherwise, the minimum output scale and Hessian are the ones obtained at scale SigmaMinimum. On by default.

◆ NonNegativeHessianBasedMeasureOn()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::NonNegativeHessianBasedMeasureOn ( )

virtual

Methods to turn on/off flag to inform the filter that the Hessian-based measure is non-negative (classical measures like Sato's and Frangi's are), hence it has a minimum at zero. In this case, the update buffer is initialized at zero, and the output scale and Hessian are zero in case the Hessian-based measure returns zero for all scales. Otherwise, the minimum output scale and Hessian are the ones obtained at scale SigmaMinimum. On by default.

◆ PrintSelf()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::PrintSelf	(	std::ostream &	os,
		Indent	indent ) const

overrideprotectedvirtual

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Reimplemented from itk::ImageToImageFilter< TInputImage, TInputImage >.

◆ SetGenerateHessianOutput()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SetGenerateHessianOutput ( bool _arg )

virtual

Methods to turn on/off flag to generate an image with hessian values at each pixel for the best vesselness response

◆ SetGenerateScalesOutput()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SetGenerateScalesOutput ( bool _arg )

virtual

Methods to turn on/off flag to generate an image with scale values at each pixel for the best vesselness response

◆ SetHessianToMeasureFilter()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SetHessianToMeasureFilter ( HessianToMeasureFilterType * _arg )

virtual

Set/Get HessianToMeasureFilter. This will be a filter that takes Hessian input image and produces enhanced output scalar image. The filter must derive from itk::ImageToImage filter

◆ SetNonNegativeHessianBasedMeasure()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SetNonNegativeHessianBasedMeasure ( bool _arg )

virtual

Methods to turn on/off flag to inform the filter that the Hessian-based measure is non-negative (classical measures like Sato's and Frangi's are), hence it has a minimum at zero. In this case, the update buffer is initialized at zero, and the output scale and Hessian are zero in case the Hessian-based measure returns zero for all scales. Otherwise, the minimum output scale and Hessian are the ones obtained at scale SigmaMinimum. On by default.

◆ SetNumberOfSigmaSteps()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SetNumberOfSigmaSteps ( unsigned int _arg )

virtual

Set/Get macros for Number of Scales

◆ SetSigmaMaximum()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SetSigmaMaximum ( double _arg )

virtual

Set/Get macros for SigmaMax

◆ SetSigmaMinimum()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SetSigmaMinimum ( double _arg )

virtual

Set/Get macros for SigmaMin

◆ SetSigmaStepMethod()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

virtual void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SetSigmaStepMethod ( const SigmaStepMethodEnum _arg )

virtual

Set/Get the method used to generate scale sequence (Equispaced or Logarithmic)

◆ SetSigmaStepMethodToEquispaced()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SetSigmaStepMethodToEquispaced ( )

Set equispaced sigma step method

◆ SetSigmaStepMethodToLogarithmic()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::SetSigmaStepMethodToLogarithmic ( )

Set logarithmic sigma step method

◆ UpdateMaximumResponse()

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

void itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::UpdateMaximumResponse ( double sigma )

private

Member Data Documentation

◆ ImageDimension

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

unsigned int itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::ImageDimension = InputImageType::ImageDimension

staticconstexpr

Image dimension.

Definition at line 111 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ m_GenerateHessianOutput

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

bool itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::m_GenerateHessianOutput {}

private

Definition at line 257 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ m_GenerateScalesOutput

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

bool itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::m_GenerateScalesOutput {}

private

Definition at line 256 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ m_HessianFilter

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

HessianFilterType::Pointer itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::m_HessianFilter {}

private

Definition at line 252 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ m_HessianToMeasureFilter

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

HessianToMeasureFilterType::Pointer itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::m_HessianToMeasureFilter {}

private

Definition at line 250 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ m_NonNegativeHessianBasedMeasure

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

bool itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::m_NonNegativeHessianBasedMeasure {}

private

Definition at line 242 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ m_NumberOfSigmaSteps

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

unsigned int itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::m_NumberOfSigmaSteps {}

private

Definition at line 247 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ m_SigmaMaximum

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

double itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::m_SigmaMaximum {}

private

Definition at line 245 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ m_SigmaMinimum

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

double itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::m_SigmaMinimum {}

private

Definition at line 244 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ m_SigmaStepMethod

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

SigmaStepMethodEnum itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::m_SigmaStepMethod {}

private

Definition at line 248 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

◆ m_UpdateBuffer

template<typename TInputImage, typename THessianImage, typename TOutputImage = TInputImage>

UpdateBufferType::Pointer itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >::m_UpdateBuffer {}

private

Definition at line 254 of file itkMultiScaleHessianBasedMeasureImageFilter.h.

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

itkMultiScaleHessianBasedMeasureImageFilter.h

Detailed Description

Public Types

Public Member Functions

Static Public Member Functions

Static Public Attributes

Protected Member Functions

Private Member Functions

Private Attributes

Additional Inherited Members

Member Typedef Documentation

◆ BufferValueType

◆ ConstPointer

◆ DataObjectPointerArraySizeType

◆ HessianFilterType

◆ HessianImageType

◆ HessianToMeasureFilterType

◆ InputImageType

◆ InputPixelType

◆ OutputImageType

◆ OutputPixelType

◆ OutputRegionType

◆ Pointer

◆ ScalesImageType

◆ ScalesPixelType

◆ Self

◆ SigmaStepMethodEnum

◆ Superclass

◆ UpdateBufferType

Constructor & Destructor Documentation

◆ MultiScaleHessianBasedMeasureImageFilter()

◆ ~MultiScaleHessianBasedMeasureImageFilter()

Member Function Documentation

◆ AllocateUpdateBuffer()

◆ ComputeSigmaValue()

◆ CreateAnother()

◆ EnlargeOutputRequestedRegion()

◆ GenerateData()

◆ GenerateHessianOutputOff()

◆ GenerateHessianOutputOn()

◆ GenerateScalesOutputOff()

◆ GenerateScalesOutputOn()

◆ GetGenerateHessianOutput()

◆ GetGenerateScalesOutput()

◆ GetHessianOutput()

◆ GetHessianToMeasureFilter()

◆ GetModifiableHessianToMeasureFilter()

◆ GetNameOfClass()

◆ GetNonNegativeHessianBasedMeasure()

◆ GetNumberOfSigmaSteps()

◆ GetScalesOutput()

◆ GetSigmaMaximum()

◆ GetSigmaMinimum()

◆ GetSigmaStepMethod()

◆ MakeOutput()

◆ New()

◆ NonNegativeHessianBasedMeasureOff()

◆ NonNegativeHessianBasedMeasureOn()

◆ PrintSelf()

◆ SetGenerateHessianOutput()

◆ SetGenerateScalesOutput()

◆ SetHessianToMeasureFilter()

◆ SetNonNegativeHessianBasedMeasure()

◆ SetNumberOfSigmaSteps()

◆ SetSigmaMaximum()

◆ SetSigmaMinimum()

◆ SetSigmaStepMethod()

◆ SetSigmaStepMethodToEquispaced()

◆ SetSigmaStepMethodToLogarithmic()

◆ UpdateMaximumResponse()

Member Data Documentation

◆ ImageDimension

◆ m_GenerateHessianOutput

◆ m_GenerateScalesOutput

◆ m_HessianFilter

◆ m_HessianToMeasureFilter

◆ m_NonNegativeHessianBasedMeasure

◆ m_NumberOfSigmaSteps

◆ m_SigmaMaximum

◆ m_SigmaMinimum

◆ m_SigmaStepMethod