#include <itkParametricBlindLeastSquaresDeconvolutionImageFilter.h>

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

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

List of all members.

Classes
class	ParametricBlindLeastSquaresDeconvolutionDifference
class	ParametricBlindLeastSquaresDeconvolutionImageUpdate

Public Types
typedef SmartPointer< const Self >	ConstPointer
typedef TInputImage	InputImageType
typedef Superclass::InternalComplexImagePointerType	InternalComplexImagePointerType
typedef Superclass::InternalComplexImageType	InternalComplexImageType
typedef Superclass::InternalComplexType	InternalComplexType
typedef Superclass::InternalImagePointerType	InternalImagePointerType
typedef Superclass::InternalImageType	InternalImageType
typedef KernelSourceType::Pointer	KernelSourcePointer
typedef TKernelSource	KernelSourceType
typedef TOutputImage	OutputImageType
typedef SmartPointer< Self >	Pointer
typedef ParametricBlindLeastSquaresDeconvolutionImageFilter	Self
typedef IterativeDeconvolutionImageFilter < TInputImage, typename TKernelSource::OutputImageType, TOutputImage >	Superclass
Public Types inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage >
typedef TKernelSource::OutputImageType	KernelImageType
Public Types inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage, double >
typedef Superclass::BoundaryConditionPointerType	BoundaryConditionPointerType
typedef Superclass::BoundaryConditionType	BoundaryConditionType
typedef InputImageType::IndexType	InputIndexType
typedef InputImageType::PixelType	InputPixelType
typedef InputImageType::RegionType	InputRegionType
typedef InputImageType::SizeType	InputSizeType
typedef KernelImageType::IndexType	KernelIndexType
typedef KernelImageType::PixelType	KernelPixelType
typedef KernelImageType::RegionType	KernelRegionType
typedef KernelImageType::SizeType	KernelSizeType
typedef OutputImageType::IndexType	OutputIndexType
typedef OutputImageType::PixelType	OutputPixelType
typedef OutputImageType::RegionType	OutputRegionType
typedef OutputImageType::SizeType	OutputSizeType
typedef InputSizeType::SizeValueType	SizeValueType
Public Types inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelSource::OutputImageType, TOutputImage >
typedef ZeroFluxNeumannBoundaryCondition < TInputImage >	DefaultBoundaryConditionType
enum	OutputRegionModeType
Public Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
typedef InputImageType::ConstPointer	InputImageConstPointer
typedef InputImageType::PixelType	InputImagePixelType
typedef InputImageType::Pointer	InputImagePointer
typedef InputImageType::RegionType	InputImageRegionType
typedef Superclass::OutputImagePixelType	OutputImagePixelType
typedef Superclass::OutputImageRegionType	OutputImageRegionType
Public Types inherited from itk::ImageSource< TOutputImage >
typedef Superclass::DataObjectIdentifierType	DataObjectIdentifierType
typedef DataObject::Pointer	DataObjectPointer
typedef Superclass::DataObjectPointerArraySizeType	DataObjectPointerArraySizeType
typedef OutputImageType::Pointer	OutputImagePointer
Public Types inherited from itk::ProcessObject
typedef std::vector < DataObjectPointer >	DataObjectPointerArray
typedef std::vector < DataObjectIdentifierType >	NameArray
Public Types inherited from itk::Object
Public Types inherited from itk::LightObject

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual const char *	GetNameOfClass () const

void	SetKernelSource (KernelSourceType *kernelSource)
virtual const KernelSourceType *	GetKernelSource ()

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, TOutputImage >
virtual const InternalImageType *	GetCurrentEstimate ()
virtual unsigned int	GetIteration () const
virtual void	SetNumberOfIterations (unsigned int _arg)
virtual unsigned int	GetNumberOfIterations ()
void	SetStopIteration (bool stop)
virtual bool	GetStopIteration () const

Static Public Member Functions
static Pointer	New ()

Protected Member Functions
virtual void	Finish (ProgressAccumulator *progress, float progressWeight)
virtual void	Initialize (ProgressAccumulator *progress, float progressWeight, float iterationProgressWeight)
virtual void	Iteration (ProgressAccumulator *progress, float iterationProgressWeight)
	ParametricBlindLeastSquaresDeconvolutionImageFilter ()
virtual void	PrintSelf (std::ostream &os, Indent indent) const
virtual	~ParametricBlindLeastSquaresDeconvolutionImageFilter ()
Protected Member Functions inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage >
virtual void	GenerateData ()
virtual void	GenerateInputRequestedRegion ()
	IterativeDeconvolutionImageFilter ()
virtual	~IterativeDeconvolutionImageFilter ()
Protected Member Functions inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage, double >
void	CropOutput (InternalImageType paddedOutput, ProgressAccumulator progress, float progressWeight)
	FFTConvolutionImageFilter ()
InputSizeType	GetPadLowerBound () const
InputSizeType	GetPadSize () 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 ()
Protected Member Functions inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelSource::OutputImageType, TOutputImage >
	ConvolutionImageFilterBase ()
void	GenerateOutputInformation ()
OutputRegionType	GetValidRegion () const
virtual void	VerifyInputInformation ()
	~ConvolutionImageFilterBase ()
Protected Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
virtual void	CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)
virtual void	CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)
	ImageToImageFilter ()
	~ImageToImageFilter ()
void	PushBackInput (const DataObject *input)
void	PushFrontInput (const DataObject *input)
Protected Member Functions inherited from itk::ImageSource< TOutputImage >
virtual void	AfterThreadedGenerateData ()
virtual void	AllocateOutputs ()
virtual void	BeforeThreadedGenerateData ()
	ImageSource ()
virtual unsigned int	SplitRequestedRegion (unsigned int i, unsigned int num, OutputImageRegionType &splitRegion)
virtual void	ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId)
virtual	~ImageSource ()
Protected Member Functions inherited from itk::ProcessObject
virtual void	AddInput (DataObject *input)
virtual void	AddOutput (DataObject *output)
bool	AddRequiredInputName (const DataObjectIdentifierType &)
virtual void	CacheInputReleaseDataFlags ()
virtual void	GenerateOutputRequestedRegion (DataObject *output)
virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredInputs ()
virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredOutputs ()
bool	IsIndexedName (const DataObjectIdentifierType &) const
bool	IsRequiredInputName (const DataObjectIdentifierType &) const
	itkLegacyMacro (virtual void RemoveInput(DataObject *input))
	itkLegacyMacro (virtual void RemoveOutput(DataObject *output))
	itkLegacyMacro (void SetNumberOfInputs(DataObjectPointerArraySizeType num))
	itkLegacyMacro (void SetNumberOfOutputs(DataObjectPointerArraySizeType num))
DataObjectPointerArraySizeType	MakeIndexFromName (const DataObjectIdentifierType &) const
DataObjectIdentifierType	MakeNameFromIndex (DataObjectPointerArraySizeType) const
	ProcessObject ()
virtual void	PropagateResetPipeline ()
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 num, DataObject *input)
virtual void	SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output)
void	SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
void	SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
virtual void	SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
virtual void	SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
virtual void	SetOutput (const DataObjectIdentifierType &key, DataObject *output)
virtual void	SetPrimaryInput (DataObject *input)
virtual void	SetPrimaryOutput (DataObject *output)
void	SetRequiredInputNames (const NameArray &)
virtual void	VerifyPreconditions ()
	~ProcessObject ()
DataObject *	GetInput (const DataObjectIdentifierType &key)
const DataObject *	GetInput (const DataObjectIdentifierType &key) const
DataObject *	GetInput (DataObjectPointerArraySizeType)
const DataObject *	GetInput (DataObjectPointerArraySizeType idx) const
DataObject *	GetPrimaryInput ()
const DataObject *	GetPrimaryInput () const
DataObject *	GetOutput (const DataObjectIdentifierType &key)
const DataObject *	GetOutput (const DataObjectIdentifierType &key) const
DataObject *	GetOutput (DataObjectPointerArraySizeType idx)
const DataObject *	GetOutput (DataObjectPointerArraySizeType idx) const
DataObject *	GetPrimaryOutput ()
const DataObject *	GetPrimaryOutput () const
Protected Member Functions inherited from itk::Object
	Object ()
bool	PrintObservers (std::ostream &os, Indent indent) const
virtual void	SetTimeStamp (const TimeStamp &time)
virtual	~Object ()
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	operator= (const Self &)
	ParametricBlindLeastSquaresDeconvolutionImageFilter (const Self &)

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
Protected Types inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage >
typedef Superclass::FFTFilterType	FFTFilterType
typedef Superclass::IFFTFilterType	IFFTFilterType
Protected Types inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage, double >
Protected Attributes inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage >
InternalImagePointerType	m_CurrentEstimate
InternalComplexImagePointerType	m_TransferFunction

Detailed Description

template<class TInputImage, class TKernelSource, class 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.