#include <itkParametricBlindLeastSquaresDeconvolutionImageFilter.h>

Detailed Description

template<typename TInputImage, typename TKernelSource, typename TOutputImage = TInputImage>
class itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >

Least-squares blind deconvolution filter that also estimates the parameters of a user-supplied parametric point-spread function.

This filter takes a parametric kernel image source instead of a static kernel image. During the deconvolution iterations, a new estimate of the restored image is produced, along with a new estimate of the kernel parameters. The parameters are available through the kernel image sources GetParameters() method after the filter has executed.

Both the image estimate and the kernel parameter estimate are produced through gradient descent on a sum-of-squared differences objective function, making this method suitable for zero-mean Gaussian white noise.

This filter produces output in two forms: a deconvolved image and the parameters of the input kernel image source.

Warning: The method SetKernelImage(), inherited from the superclass of this filter, is publicly available. However, this algorithm does not use the static kernel image set through this method. Instead, it uses the output of the parametric kernel source you specify.

Author: Cory Quammen, The University of North Carolina at Chapel Hill

Definition at line 59 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

Inheritance diagram for itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >:

Collaboration diagram for itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >:

Public Types
using	ConstPointer = SmartPointer<const Self>

using	InputImageType = TInputImage

using	KernelSourcePointer = typename KernelSourceType::Pointer

using	KernelSourceType = TKernelSource

using	OutputImageType = TOutputImage

using	Pointer = SmartPointer<Self>

using	Self = ParametricBlindLeastSquaresDeconvolutionImageFilter

using	Superclass

Public Types inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage >
using	ConstPointer

using	InputImageType

using	KernelImageType

using	OutputImageType

using	Pointer

using	Self

using	Superclass

Public Types inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage, double >
using	ConstPointer

using	InputImageType

using	InputIndexType

using	InputPixelType

using	InputRegionType

using	InputSizeType

using	InternalComplexImagePointerType

using	InternalComplexImageType

using	InternalComplexType

using	InternalImagePointerType

using	InternalImageType

using	InternalIndexType

using	InternalRegionType

using	InternalSizeType

using	KernelImageType

using	KernelIndexType

using	KernelPixelType

using	KernelRegionType

using	KernelSizeType

using	OutputImageType

using	OutputIndexType

using	OutputPixelType

using	OutputRegionType

using	OutputSizeType

using	Pointer

using	Self

using	SizeValueType

using	Superclass

Public Types inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelSource::OutputImageType, TInputImage >
using	BoundaryConditionType

using	ConstPointer

using	DefaultBoundaryConditionType

using	InputImageType

using	InputIndexType

using	InputPixelType

using	InputRegionType

using	InputSizeType

using	KernelImageType

using	KernelIndexType

using	KernelPixelType

using	KernelRegionType

using	KernelSizeType

using	OutputImageType

using	OutputIndexType

using	OutputPixelType

using	OutputRegionModeEnum

using	OutputRegionType

using	OutputSizeType

using	Pointer

using	Self

using	SizeValueType

using	Superclass

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

virtual const char *	GetNameOfClass () const


void	SetKernelSource (KernelSourceType *kernelSource)

virtual KernelSourceType *	GetModifiableKernelSource ()

virtual const KernelSourceType *	GetKernelSource () const


virtual void	SetAlpha (double _arg)

virtual double	GetAlpha ()


virtual void	SetBeta (double _arg)

virtual double	GetBeta ()

Public Member Functions inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage >
virtual const InternalImageType *	GetCurrentEstimate () const

virtual unsigned int	GetIteration () const

virtual InternalImageType *	GetModifiableCurrentEstimate ()

virtual void	SetNumberOfIterations (unsigned int _arg)

virtual unsigned int	GetNumberOfIterations ()

void	SetStopIteration (bool stop)

virtual bool	GetStopIteration () const

Public Member Functions inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage, double >
virtual SizeValueType	GetSizeGreatestPrimeFactor ()

virtual void	SetSizeGreatestPrimeFactor (SizeValueType _arg)

Public Member Functions inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelSource::OutputImageType, TInputImage >
virtual void	SetBoundaryCondition (BoundaryConditionType *_arg)

virtual BoundaryConditionType *	GetBoundaryCondition () const

	itkSetInputMacro (KernelImage, KernelImageType)

	itkGetInputMacro (KernelImage, KernelImageType)

virtual void	SetNormalize (bool _arg)

virtual bool	GetNormalize () const

virtual void	NormalizeOn ()

virtual void	NormalizeOff ()

virtual void	SetOutputRegionMode (const OutputRegionModeEnum _arg)

virtual OutputRegionModeEnum	GetOutputRegionMode () const

virtual void	SetOutputRegionModeToSame ()

virtual void	SetOutputRegionModeToValid ()

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 (ProcessObject::DataObjectPointerArraySizeType idx) override

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

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

virtual void	AbortGenerateDataOn ()

virtual void	EnlargeOutputRequestedRegion (DataObject *output)

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

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::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage, double >
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 ()

Protected Member Functions
void	Finish (ProgressAccumulator *progress, float progressWeight) override

void	Initialize (ProgressAccumulator *progress, float progressWeight, float iterationProgressWeight) override

void	Iteration (ProgressAccumulator *progress, float iterationProgressWeight) override

	ParametricBlindLeastSquaresDeconvolutionImageFilter ()

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

	~ParametricBlindLeastSquaresDeconvolutionImageFilter () override=default

Protected Member Functions inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage >
void	GenerateData () override

void	GenerateInputRequestedRegion () override

	IterativeDeconvolutionImageFilter ()

	~IterativeDeconvolutionImageFilter () override

Protected Member Functions inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage, double >
void	CropOutput (InternalImageType paddedOutput, ProgressAccumulator progress, float progressWeight)

	FFTConvolutionImageFilter ()

InternalSizeType	GetFFTPadSize () const

KernelSizeType	GetKernelRadius () const

bool	GetXDimensionIsOdd () const

void	PadInput (const InputImageType input, InternalImagePointerType &paddedInput, ProgressAccumulator progress, float progressWeight)

void	PrepareInput (const InputImageType input, InternalComplexImagePointerType &preparedInput, ProgressAccumulator progress, float progressWeight)

void	PrepareInputs (const InputImageType input, const KernelImageType kernel, InternalComplexImagePointerType &preparedInput, InternalComplexImagePointerType &preparedKernel, ProgressAccumulator *progress, float progressWeight)

void	PrepareKernel (const KernelImageType kernel, InternalComplexImagePointerType &preparedKernel, ProgressAccumulator progress, float progressWeight)

void	ProduceOutput (InternalComplexImageType paddedOutput, ProgressAccumulator progress, float progressWeight)

void	TransformPaddedInput (const InternalImageType paddedInput, InternalComplexImagePointerType &transformedInput, ProgressAccumulator progress, float progressWeight)

	~FFTConvolutionImageFilter () override=default

Protected Member Functions inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelSource::OutputImageType, TInputImage >
	ConvolutionImageFilterBase ()

void	GenerateOutputInformation () override

OutputRegionType	GetValidRegion () const

void	VerifyInputInformation () const override

	~ConvolutionImageFilterBase () 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)

	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	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 Types
using	DifferenceFilterType

using	ImageUpdateFilterType

Private Attributes
double	m_Alpha {}

double	m_Beta {}

DifferenceFilterType::Pointer	m_DifferenceFilter {}

ImageUpdateFilterType::Pointer	m_ImageUpdateFilter {}

KernelSourcePointer	m_KernelSource {}

InternalComplexImagePointerType	m_TransformedCurrentEstimate {}

InternalComplexImagePointerType	m_TransformedInput {}

Additional Inherited Members
Static Public Attributes inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage, double >
static constexpr unsigned int	ImageDimension

Static Public Attributes inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelSource::OutputImageType, TInputImage >
static constexpr unsigned int	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 Types inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage, double >
using	FFTFilterType

using	IFFTFilterType

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::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage >
InternalImagePointerType	m_CurrentEstimate

InternalComplexImagePointerType	m_TransferFunction

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

◆ ConstPointer

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

using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ConstPointer = SmartPointer<const Self>

Definition at line 70 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ DifferenceFilterType

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

using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::DifferenceFilterType

private

Initial value:

 TernaryGeneratorImageFilter<InternalComplexImageType,
                                                           InternalComplexImageType,
                                                           InternalComplexImageType,
                                                           InternalComplexImageType>

These are the internal filters that perform the updating of the image estimate.

Definition at line 142 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ ImageUpdateFilterType

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

using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ImageUpdateFilterType

private

Initial value:

 TernaryGeneratorImageFilter<InternalComplexImageType,
                                                            InternalComplexImageType,
                                                            InternalComplexImageType,
                                                            InternalComplexImageType>

Definition at line 148 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ InputImageType

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

using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InputImageType = TInputImage

Other useful type alias.

Definition at line 73 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ KernelSourcePointer

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

using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::KernelSourcePointer = typename KernelSourceType::Pointer

Definition at line 85 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ KernelSourceType

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

using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::KernelSourceType = TKernelSource

Type for the parametric kernel source.

Definition at line 84 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ OutputImageType

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

using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::OutputImageType = TOutputImage

Definition at line 74 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ Pointer

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

using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Pointer = SmartPointer<Self>

Definition at line 69 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ Self

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

using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Self = ParametricBlindLeastSquaresDeconvolutionImageFilter

Standard type alias.

Definition at line 66 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ Superclass

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

using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Superclass

Initial value:

IterativeDeconvolutionImageFilter<TInputImage, typename TKernelSource::OutputImageType, TOutputImage>

itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage >::IterativeDeconvolutionImageFilter

IterativeDeconvolutionImageFilter()

Definition at line 67 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

Constructor & Destructor Documentation

◆ ParametricBlindLeastSquaresDeconvolutionImageFilter()

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

itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ParametricBlindLeastSquaresDeconvolutionImageFilter ( )

protected

Referenced by GetNameOfClass().

◆ ~ParametricBlindLeastSquaresDeconvolutionImageFilter()

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

itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::~ParametricBlindLeastSquaresDeconvolutionImageFilter ( )

overrideprotecteddefault

Member Function Documentation

◆ CreateAnother()

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

virtual::itk::LightObject::Pointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, 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::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage, double >.

◆ Finish()

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

void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Finish	(	ProgressAccumulator *	progress,
		float	progressWeight )

overrideprotectedvirtual

Runs after iterating.

Reimplemented from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage >.

◆ GetAlpha()

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

virtual double itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::GetAlpha ( )

virtual

Set/get the scale factor (also known as learning rate) for the image intensity gradient descent.

◆ GetBeta()

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

virtual double itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::GetBeta ( )

virtual

Set/get the scale factor (also known as learning rate) for the parameter gradient descent.

◆ GetKernelSource()

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

virtual const KernelSourceType * itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::GetKernelSource ( ) const

virtual

Set/get the parametric kernel source.

◆ GetModifiableKernelSource()

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

virtual KernelSourceType * itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::GetModifiableKernelSource ( )

virtual

Set/get the parametric kernel source.

◆ GetNameOfClass()

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

virtual const char * itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::GetNameOfClass ( ) const

virtual

See also: LightObject::GetNameOfClass()

Reimplemented from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage >.

References ParametricBlindLeastSquaresDeconvolutionImageFilter().

◆ Initialize()

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

void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Initialize	(	ProgressAccumulator *	progress,
		float	progressWeight,
		float	iterationProgressWeight )

overrideprotectedvirtual

Runs before iterating .

Reimplemented from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage >.

◆ Iteration()

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

void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Iteration	(	ProgressAccumulator *	progress,
		float	iterationProgressWeight )

overrideprotectedvirtual

Performs an iteration.

Implements itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage >.

◆ New()

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

static Pointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::New ( )

static

Method for creation through the object factory.

◆ PrintSelf()

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

void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, 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::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TInputImage >.

◆ SetAlpha()

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

virtual void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::SetAlpha ( double _arg )

virtual

Set/get the scale factor (also known as learning rate) for the image intensity gradient descent.

◆ SetBeta()

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

virtual void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::SetBeta ( double _arg )

virtual

Set/get the scale factor (also known as learning rate) for the parameter gradient descent.

◆ SetKernelSource()

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

void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::SetKernelSource ( KernelSourceType * kernelSource )

Set/get the parametric kernel source.

Member Data Documentation

◆ m_Alpha

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

double itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_Alpha {}

private

Step sizes for the gradient descent of the image and the kernel parameters. These are very different spaces, so they deserve different step size parameters.

Definition at line 133 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_Beta

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

double itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_Beta {}

private

Definition at line 134 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_DifferenceFilter

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

DifferenceFilterType::Pointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_DifferenceFilter {}

private

Definition at line 146 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_ImageUpdateFilter

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

ImageUpdateFilterType::Pointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_ImageUpdateFilter {}

private

Definition at line 152 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_KernelSource

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

KernelSourcePointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_KernelSource {}

private

Definition at line 128 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_TransformedCurrentEstimate

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

InternalComplexImagePointerType itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_TransformedCurrentEstimate {}

private

Definition at line 138 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_TransformedInput

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

InternalComplexImagePointerType itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_TransformedInput {}

private

Temporary images.

Definition at line 137 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

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

itkParametricBlindLeastSquaresDeconvolutionImageFilter.h

Detailed Description

Public Types

Public Member Functions

Static Public Member Functions

Protected Member Functions

Private Types

Private Attributes

Additional Inherited Members

Member Typedef Documentation

◆ ConstPointer

◆ DifferenceFilterType

◆ ImageUpdateFilterType

◆ InputImageType

◆ KernelSourcePointer

◆ KernelSourceType

◆ OutputImageType

◆ Pointer

◆ Self

◆ Superclass

Constructor & Destructor Documentation

◆ ParametricBlindLeastSquaresDeconvolutionImageFilter()

◆ ~ParametricBlindLeastSquaresDeconvolutionImageFilter()

Member Function Documentation

◆ CreateAnother()

◆ Finish()

◆ GetAlpha()

◆ GetBeta()

◆ GetKernelSource()

◆ GetModifiableKernelSource()

◆ GetNameOfClass()

◆ Initialize()

◆ Iteration()

◆ New()

◆ PrintSelf()

◆ SetAlpha()

◆ SetBeta()

◆ SetKernelSource()

Member Data Documentation

◆ m_Alpha

◆ m_Beta

◆ m_DifferenceFilter

◆ m_ImageUpdateFilter

◆ m_KernelSource

◆ m_TransformedCurrentEstimate

◆ m_TransformedInput