ITK  4.6.0
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itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage > Class Template Reference

#include <itkParametricBlindLeastSquaresDeconvolutionImageFilter.h>

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

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.

Classes

class  ParametricBlindLeastSquaresDeconvolutionDifference
 
class  ParametricBlindLeastSquaresDeconvolutionImageUpdate
 

Public Types

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

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
virtual const char * GetNameOfClass () const
 
void SetKernelSource (KernelSourceType *kernelSource)
 
virtual KernelSourceTypeGetModifiableKernelSource ()
 
virtual const KernelSourceTypeGetKernelSource () 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, TOutputImage >
virtual const InternalImageTypeGetCurrentEstimate () const
 
virtual unsigned int GetIteration () const
 
virtual InternalImageTypeGetModifiableCurrentEstimate ()
 
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, TOutputImage, double >
virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
- Public Member Functions inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelSource::OutputImageType, TOutputImage >
virtual void SetBoundaryCondition (BoundaryConditionPointerType _arg)
 
virtual
BoundaryConditionPointerType 
GetBoundaryCondition () const
 
virtual void SetKernelImage (const KernelImageType *input)
 
virtual const KernelImageTypeGetKernelImage () const
 
virtual void SetNormalize (bool _arg)
 
virtual bool GetNormalize () const
 
virtual void NormalizeOn ()
 
virtual void NormalizeOff ()
 
virtual void SetOutputRegionMode (const OutputRegionModeType _arg)
 
virtual OutputRegionModeType GetOutputRegionMode () const
 
virtual void SetOutputRegionModeToSame ()
 
virtual void SetOutputRegionModeToValid ()
 
- Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
const InputImageTypeGetInput (void) const
 
const InputImageTypeGetInput (unsigned int idx) const
 
virtual void PopBackInput ()
 
virtual void PopFrontInput ()
 
virtual void PushBackInput (const InputImageType *image)
 
virtual void PushFrontInput (const InputImageType *image)
 
virtual void SetInput (const InputImageType *image)
 
virtual void SetInput (unsigned int, const TInputImage *image)
 
virtual void SetCoordinateTolerance (double _arg)
 
virtual double GetCoordinateTolerance () const
 
virtual void SetDirectionTolerance (double _arg)
 
virtual double GetDirectionTolerance () const
 
- Public Member Functions inherited from itk::ImageSource< TOutputImage >
OutputImageTypeGetOutput (unsigned int idx)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
virtual void GraftOutput (DataObject *output)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *output)
 
OutputImageTypeGetOutput (void)
 
const OutputImageTypeGetOutput (void) const
 
virtual
ProcessObject::DataObjectPointer 
MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) ITK_OVERRIDE
 
- Public Member Functions inherited from itk::ProcessObject
virtual void AbortGenerateDataOff ()
 
virtual void AbortGenerateDataOn ()
 
virtual void EnlargeOutputRequestedRegion (DataObject *)
 
virtual const bool & GetAbortGenerateData () const
 
NameArray GetInputNames () const
 
MultiThreader * GetMultiThreader () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
virtual
DataObjectPointerArraySizeType 
GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
virtual const float & GetProgress () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
virtual DataObjectPointer MakeOutput (const DataObjectIdentifierType &)
 
virtual void PrepareOutputs ()
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
DataObjectPointerArray GetInputs ()
 
DataObjectPointerArray GetOutputs ()
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
void SetProgress (float progress)
 
virtual void SetReleaseDataFlag (bool flag)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void SetNumberOfThreads (ThreadIdType _arg)
 
virtual const ThreadIdTypeGetNumberOfThreads () const
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary (void)
 
const MetaDataDictionaryGetMetaDataDictionary (void) const
 
virtual ModifiedTimeType GetMTime () const
 
virtual const TimeStampGetTimeStamp () const
 
bool HasObserver (const EventObject &event) const
 
void InvokeEvent (const EventObject &)
 
void InvokeEvent (const EventObject &) const
 
virtual void Modified () const
 
virtual void Register () const ITK_OVERRIDE
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
virtual void SetReferenceCount (int) ITK_OVERRIDE
 
virtual void UnRegister () const ITK_OVERRIDE
 
virtual void SetObjectName (std::string _arg)
 
virtual const std::string & GetObjectName () const
 
- Public Member Functions inherited from itk::LightObject
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
 itkCloneMacro (Self)
 
void Print (std::ostream &os, Indent indent=0) const
 

Static Public Member Functions

static Pointer New ()
 
- Static Public Member Functions inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage, double >
static Pointer New ()
 
- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool flag)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 

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 ()
 
virtual const
ImageRegionSplitterBase
GetImageRegionSplitter (void) const
 
 ImageSource ()
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, 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)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredOutputs () const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
 itkLegacyMacro (virtual void RemoveOutput(DataObject *output))
 
 itkLegacyMacro (void SetNumberOfOutputs(DataObjectPointerArraySizeType num))
 
 itkLegacyMacro (virtual void RemoveInput(DataObject *input))
 
 itkLegacyMacro (void SetNumberOfInputs(DataObjectPointerArraySizeType num))
 
DataObjectPointerArraySizeType MakeIndexFromInputName (const DataObjectIdentifierType &name) const
 
DataObjectPointerArraySizeType MakeIndexFromOutputName (const DataObjectIdentifierType &name) const
 
DataObjectIdentifierType MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectIdentifierType MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) 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)
 
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 SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual void SetOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void SetPrimaryInput (DataObject *input)
 
virtual void SetPrimaryOutput (DataObject *output)
 
virtual void VerifyPreconditions ()
 
 ~ProcessObject ()
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName (void) const
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredInputs () const
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
void SetRequiredInputNames (const NameArray &)
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName (void) const
 
DataObjectGetOutput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () 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 Types

typedef
TernaryFunctorImageFilter
< InternalComplexImageType,
InternalComplexImageType,
InternalComplexImageType,
InternalComplexImageType,
DifferenceFunctorType
DifferenceFilterType
 
typedef
ParametricBlindLeastSquaresDeconvolutionDifference
< InternalComplexType
DifferenceFunctorType
 
typedef
TernaryFunctorImageFilter
< InternalComplexImageType,
InternalComplexImageType,
InternalComplexImageType,
InternalComplexImageType,
ImageUpdateFunctorType
ImageUpdateFilterType
 
typedef
ParametricBlindLeastSquaresDeconvolutionImageUpdate
< InternalComplexType
ImageUpdateFunctorType
 

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

- Static Public Attributes inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage, double >
static const unsigned int ImageDimension
 
- Static Public Attributes inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelSource::OutputImageType, TOutputImage >
static const unsigned int ImageDimension
 
- Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static const unsigned int InputImageDimension = TInputImage::ImageDimension
 
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageSource< TOutputImage >
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- 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 >
typedef
RealToHalfHermitianForwardFFTImageFilter
< InternalImageType,
InternalComplexImageType
FFTFilterType
 
typedef
HalfHermitianToRealInverseFFTImageFilter
< InternalComplexImageType,
InternalImageType
IFFTFilterType
 
- Protected Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
typedef
ImageToImageFilterDetail::ImageRegionCopier
< itkGetStaticConstMacro(OutputImageDimension),
itkGetStaticConstMacro(InputImageDimension) > 
InputToOutputRegionCopierType
 
typedef
ImageToImageFilterDetail::ImageRegionCopier
< itkGetStaticConstMacro(InputImageDimension),
itkGetStaticConstMacro(OutputImageDimension) > 
OutputToInputRegionCopierType
 
- Protected Types inherited from itk::LightObject
typedef int InternalReferenceCountType
 
- Static Protected Member Functions inherited from itk::ImageSource< TOutputImage >
static const
ImageRegionSplitterBase
GetGlobalDefaultSplitter ()
 
static ITK_THREAD_RETURN_TYPE ThreaderCallback (void *arg)
 
- Protected Attributes inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage >
InternalImagePointerType m_CurrentEstimate
 
InternalComplexImagePointerType m_TransferFunction
 
- Protected Attributes inherited from itk::ProcessObject
TimeStamp m_OutputInformationMTime
 
bool m_Updating
 
- Protected Attributes inherited from itk::LightObject
InternalReferenceCountType m_ReferenceCount
 
SimpleFastMutexLock m_ReferenceCountLock
 

Member Typedef Documentation

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef SmartPointer< const Self > itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ConstPointer
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef TernaryFunctorImageFilter< InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, DifferenceFunctorType > itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::DifferenceFilterType
private
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef ParametricBlindLeastSquaresDeconvolutionDifference< InternalComplexType > itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::DifferenceFunctorType
private

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

Definition at line 208 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef TernaryFunctorImageFilter< InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, ImageUpdateFunctorType > itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ImageUpdateFilterType
private
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef ParametricBlindLeastSquaresDeconvolutionImageUpdate< InternalComplexType > itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ImageUpdateFunctorType
private
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef TInputImage itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InputImageType

Other useful typedefs.

Definition at line 72 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef Superclass::InternalComplexImagePointerType itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InternalComplexImagePointerType
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef Superclass::InternalComplexImageType itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InternalComplexImageType
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef Superclass::InternalComplexType itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InternalComplexType
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef Superclass::InternalImagePointerType itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InternalImagePointerType
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef Superclass::InternalImageType itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InternalImageType

Internal types used by the FFT filters.

Definition at line 76 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

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

Type for the parametric kernel source.

Definition at line 83 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef TOutputImage itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::OutputImageType
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef SmartPointer< Self > itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Pointer
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef ParametricBlindLeastSquaresDeconvolutionImageFilter itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Self

Standard typedefs.

Definition at line 64 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
typedef IterativeDeconvolutionImageFilter< TInputImage, typename TKernelSource::OutputImageType, TOutputImage > itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Superclass

Constructor & Destructor Documentation

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ParametricBlindLeastSquaresDeconvolutionImageFilter ( )
protected
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
virtual itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::~ParametricBlindLeastSquaresDeconvolutionImageFilter ( )
protectedvirtual
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ParametricBlindLeastSquaresDeconvolutionImageFilter ( const Self )
private

Member Function Documentation

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
virtual::itk::LightObject::Pointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::CreateAnother ( void  ) const
virtual

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

Reimplemented from itk::Object.

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
virtual void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Finish ( ProgressAccumulator progress,
float  progressWeight 
)
protectedvirtual
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.

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.

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.

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

Set/get the parametric kernel source.

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
virtual const char* itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::GetNameOfClass ( ) const
virtual
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
virtual void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Initialize ( ProgressAccumulator progress,
float  progressWeight,
float  iterationProgressWeight 
)
protectedvirtual
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
virtual void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Iteration ( ProgressAccumulator ,
float   
)
protectedvirtual
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
static Pointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::New ( )
static

Method for creation through the object factory.

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::operator= ( const Self )
private
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
virtual void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
protectedvirtual

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, TOutputImage >.

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.

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.

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

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 198 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
double itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_Beta
private
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
DifferenceFilterType::Pointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_DifferenceFilter
private
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
ImageUpdateFilterType::Pointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_ImageUpdateFilter
private
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
KernelSourcePointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_KernelSource
private
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
InternalComplexImagePointerType itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_TransformedCurrentEstimate
private
template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
InternalComplexImagePointerType itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_TransformedInput
private

Temporary images.

Definition at line 202 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.


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