ITK  5.2.0
Insight Toolkit
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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 >:

Classes

class  ParametricBlindLeastSquaresDeconvolutionDifference
 
class  ParametricBlindLeastSquaresDeconvolutionImageUpdate
 

Public Types

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

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother () const
 
virtual const char * GetNameOfClass () const
 
- Public Member Functions inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage >
virtual void SetNumberOfIterations (unsigned int _arg)
 
virtual unsigned int GetNumberOfIterations ()
 
virtual InternalImageTypeGetModifiableCurrentEstimate ()
 
virtual const InternalImageTypeGetCurrentEstimate () const
 
void SetStopIteration (bool stop)
 
virtual bool GetStopIteration () const
 
virtual unsigned int GetIteration () const
 
- Public Member Functions inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage, double >
virtual ::itk::LightObject::Pointer CreateAnother () const
 
virtual SizeValueType GetSizeGreatestPrimeFactor ()
 
virtual void SetSizeGreatestPrimeFactor (SizeValueType _arg)
 
- 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 OutputRegionModeEnum _arg)
 
virtual OutputRegionModeEnum GetOutputRegionMode () const
 
virtual void SetOutputRegionModeToSame ()
 
virtual void SetOutputRegionModeToValid ()
 
- Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
const InputImageTypeGetInput () const
 
const InputImageTypeGetInput (unsigned int idx) const
 
void PopBackInput () override
 
void PopFrontInput () override
 
virtual void PushBackInput (const InputImageType *image)
 
virtual void PushFrontInput (const InputImageType *image)
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
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 ()
 
const OutputImageTypeGetOutput () const
 
OutputImageTypeGetOutput (unsigned int idx)
 
virtual void GraftOutput (DataObject *output)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
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 *)
 
virtual const bool & GetAbortGenerateData () const
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
NameArray GetInputNames () const
 
DataObjectPointerArray GetInputs ()
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
virtual DataObjectPointerArraySizeType GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual float GetProgress () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
void IncrementProgress (float increment)
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
virtual void SetReleaseDataFlag (bool flag)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void SetNumberOfWorkUnits (ThreadIdType _arg)
 
virtual const ThreadIdTypeGetNumberOfWorkUnits () const
 
MultiThreaderTypeGetMultiThreader () const
 
void SetMultiThreader (MultiThreaderType *threader)
 
virtual void PrepareOutputs ()
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
virtual ModifiedTimeType GetMTime () const
 
virtual const TimeStampGetTimeStamp () const
 
bool HasObserver (const EventObject &event) const
 
void InvokeEvent (const EventObject &)
 
void InvokeEvent (const EventObject &) const
 
virtual void Modified () const
 
void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetReferenceCount (int) override
 
void UnRegister () const noexcept override
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
void SetMetaDataDictionary (MetaDataDictionary &&rrhs)
 
virtual void SetObjectName (std::string _arg)
 
virtual const std::string & GetObjectName () const
 
- Public Member Functions inherited from itk::LightObject
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
 itkCloneMacro (Self)
 
void Print (std::ostream &os, Indent indent=0) const
 

Static Public Member Functions

static Pointer New ()
 
- Static Public Member Functions inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage, double >
static Pointer New ()
 
- Static Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static void SetGlobalDefaultDirectionTolerance (double)
 
static double GetGlobalDefaultDirectionTolerance ()
 
static void SetGlobalDefaultCoordinateTolerance (double)
 
static double GetGlobalDefaultCoordinateTolerance ()
 
- 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 ()
 
using DifferenceFunctorType = ParametricBlindLeastSquaresDeconvolutionDifference< InternalComplexType >
 
using DifferenceFilterType = TernaryFunctorImageFilter< InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, DifferenceFunctorType >
 
using ImageUpdateFunctorType = ParametricBlindLeastSquaresDeconvolutionImageUpdate< InternalComplexType >
 
using ImageUpdateFilterType = TernaryFunctorImageFilter< InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, ImageUpdateFunctorType >
 
KernelSourcePointer m_KernelSource
 
double m_Alpha
 
double m_Beta
 
InternalComplexImagePointerType m_TransformedInput
 
InternalComplexImagePointerType m_TransformedCurrentEstimate
 
DifferenceFilterType::Pointer m_DifferenceFilter
 
ImageUpdateFilterType::Pointer m_ImageUpdateFilter
 
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 ()
 
 ParametricBlindLeastSquaresDeconvolutionImageFilter ()
 
 ~ParametricBlindLeastSquaresDeconvolutionImageFilter () override=default
 
void Initialize (ProgressAccumulator *progress, float progressWeight, float iterationProgressWeight) override
 
void Iteration (ProgressAccumulator *progress, float iterationProgressWeight) override
 
void Finish (ProgressAccumulator *progress, float progressWeight) override
 
void PrintSelf (std::ostream &os, Indent indent) const override
 

Additional Inherited Members

- Static Public Attributes inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage, double >
static constexpr unsigned int ImageDimension
 
- Static Public Attributes inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelSource::OutputImageType, TOutputImage >
static constexpr unsigned int ImageDimension
 
- Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static constexpr unsigned int InputImageDimension = TInputImage::ImageDimension
 
static constexpr unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageSource< TOutputImage >
static constexpr unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Protected Types inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage >
using FFTFilterType = typename Superclass::FFTFilterType
 
using IFFTFilterType = typename Superclass::IFFTFilterType
 
- Protected Types inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage, double >
using FFTFilterType = RealToHalfHermitianForwardFFTImageFilter< InternalImageType, InternalComplexImageType >
 
using IFFTFilterType = HalfHermitianToRealInverseFFTImageFilter< InternalComplexImageType, InternalImageType >
 
- Protected Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
using InputToOutputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::OutputImageDimension, Self::InputImageDimension >
 
using OutputToInputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::InputImageDimension, Self::OutputImageDimension >
 
- Protected Member Functions inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage >
 IterativeDeconvolutionImageFilter ()
 
 ~IterativeDeconvolutionImageFilter () override
 
void GenerateInputRequestedRegion () override
 
void GenerateData () override
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
- 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 () override=default
 
- Protected Member Functions inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelSource::OutputImageType, TOutputImage >
 ConvolutionImageFilterBase ()
 
 ~ConvolutionImageFilterBase () override=default
 
void GenerateOutputInformation () override
 
OutputRegionType GetValidRegion () const
 
void VerifyInputInformation () ITKv5_CONST override
 
- Protected Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
 ImageToImageFilter ()
 
 ~ImageToImageFilter () override=default
 
virtual void CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)
 
virtual void CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)
 
void PushBackInput (const DataObject *input) override
 
void PushFrontInput (const DataObject *input) override
 
- Protected Member Functions inherited from itk::ImageSource< TOutputImage >
 ImageSource ()
 
 ~ImageSource () override=default
 
void ClassicMultiThread (ThreadFunctionType callbackFunction)
 
virtual void ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId)
 
virtual void DynamicThreadedGenerateData (const OutputImageRegionType &outputRegionForThread)
 
virtual void AllocateOutputs ()
 
virtual void BeforeThreadedGenerateData ()
 
virtual void AfterThreadedGenerateData ()
 
virtual const ImageRegionSplitterBaseGetImageRegionSplitter () const
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)
 
virtual bool GetDynamicMultiThreading () const
 
virtual void SetDynamicMultiThreading (bool _arg)
 
virtual void DynamicMultiThreadingOn ()
 
virtual void DynamicMultiThreadingOff ()
 
- Protected Member Functions inherited from itk::ProcessObject
 ProcessObject ()
 
 ~ProcessObject () override
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetNthInput (DataObjectPointerArraySizeType num, DataObject *input)
 
virtual void AddInput (DataObject *input)
 
virtual void RemoveInput (const DataObjectIdentifierType &key)
 
virtual void RemoveInput (DataObjectPointerArraySizeType)
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName () const
 
virtual void SetPrimaryInput (DataObject *input)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual const DataObjectPointerArraySizeTypeGetNumberOfRequiredInputs () const
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
void SetRequiredInputNames (const NameArray &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
void AddOptionalInputName (const DataObjectIdentifierType &)
 
void AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName () const
 
DataObjectGetOutput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType idx) const
 
virtual void SetOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void RemoveOutput (const DataObjectIdentifierType &key)
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () const
 
virtual void SetPrimaryOutput (DataObject *output)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output)
 
virtual void AddOutput (DataObject *output)
 
virtual void RemoveOutput (DataObjectPointerArraySizeType idx)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual const DataObjectPointerArraySizeTypeGetNumberOfRequiredOutputs () const
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
DataObjectIdentifierType MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectIdentifierType MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectPointerArraySizeType MakeIndexFromInputName (const DataObjectIdentifierType &name) const
 
DataObjectPointerArraySizeType MakeIndexFromOutputName (const DataObjectIdentifierType &name) const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
virtual void VerifyPreconditions () ITKv5_CONST
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
virtual void PropagateResetPipeline ()
 
virtual void ReleaseInputs ()
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void RestoreInputReleaseDataFlags ()
 
virtual bool GetThreaderUpdateProgress () const
 
virtual void ThreaderUpdateProgressOn ()
 
virtual void ThreaderUpdateProgressOff ()
 
virtual void SetThreaderUpdateProgress (bool arg)
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
 ~Object () override
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
- Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer InternalClone () const
 
 LightObject ()
 
virtual void PrintHeader (std::ostream &os, Indent indent) const
 
virtual void PrintTrailer (std::ostream &os, Indent indent) const
 
virtual ~LightObject ()
 
- Static Protected Member Functions inherited from itk::ImageSource< TOutputImage >
static const ImageRegionSplitterBaseGetGlobalDefaultSplitter ()
 
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION ThreaderCallback (void *arg)
 
- Static Protected Member Functions inherited from itk::ProcessObject
static constexpr float progressFixedToFloat (uint32_t fixed)
 
static uint32_t progressFloatToFixed (float f)
 
- Protected Attributes inherited from itk::IterativeDeconvolutionImageFilter< TInputImage, TKernelSource::OutputImageType, TOutputImage >
InternalComplexImagePointerType m_TransferFunction
 
InternalImagePointerType m_CurrentEstimate
 
- Protected Attributes inherited from itk::ImageSource< TOutputImage >
bool m_DynamicMultiThreading
 
- Protected Attributes inherited from itk::ProcessObject
bool m_Updating
 
TimeStamp m_OutputInformationMTime
 
- Protected Attributes inherited from itk::LightObject
std::atomic< int > m_ReferenceCount
 

Detailed Description

template<typename 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.

Member Typedef Documentation

◆ ConstPointer

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

◆ DifferenceFilterType

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::DifferenceFilterType = TernaryFunctorImageFilter<InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, DifferenceFunctorType>
private

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

Definition at line 215 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ DifferenceFunctorType

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::DifferenceFunctorType = ParametricBlindLeastSquaresDeconvolutionDifference<InternalComplexType>
private

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

Definition at line 210 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ ImageUpdateFilterType

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ImageUpdateFilterType = TernaryFunctorImageFilter<InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, InternalComplexImageType, ImageUpdateFunctorType>
private

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

Definition at line 223 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ ImageUpdateFunctorType

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ImageUpdateFunctorType = ParametricBlindLeastSquaresDeconvolutionImageUpdate<InternalComplexType>
private

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

Definition at line 218 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.

◆ InternalComplexImagePointerType

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InternalComplexImagePointerType = typename Superclass::InternalComplexImagePointerType

◆ InternalComplexImageType

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InternalComplexImageType = typename Superclass::InternalComplexImageType

◆ InternalComplexType

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InternalComplexType = typename Superclass::InternalComplexType

◆ InternalImagePointerType

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InternalImagePointerType = typename Superclass::InternalImagePointerType

◆ InternalImageType

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
using itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::InternalImageType = typename Superclass::InternalImageType

Internal types used by the FFT filters.

Definition at line 77 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ KernelSourcePointer

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

◆ 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

◆ Pointer

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

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

Constructor & Destructor Documentation

◆ ParametricBlindLeastSquaresDeconvolutionImageFilter()

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::ParametricBlindLeastSquaresDeconvolutionImageFilter ( )
protected

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

◆ ~ParametricBlindLeastSquaresDeconvolutionImageFilter()

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::~ParametricBlindLeastSquaresDeconvolutionImageFilter ( )
overrideprotecteddefault

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

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::Object.

◆ Finish()

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

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

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

◆ GetAlpha()

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

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

◆ GetBeta()

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

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

◆ GetKernelSource()

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

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

◆ GetModifiableKernelSource()

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

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

◆ GetNameOfClass()

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

◆ Initialize()

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Initialize ( ProgressAccumulator progress,
float  progressWeight,
float  iterationProgressWeight 
)
overrideprotectedvirtual

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

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

◆ Iteration()

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
void itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::Iteration ( ProgressAccumulator progress,
float  iterationProgressWeight 
)
overrideprotectedvirtual

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

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

◆ 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

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

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

◆ 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 201 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_Beta

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
double itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_Beta
private

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

Definition at line 202 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_DifferenceFilter

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
DifferenceFilterType::Pointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_DifferenceFilter
private

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

Definition at line 216 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_ImageUpdateFilter

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
ImageUpdateFilterType::Pointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_ImageUpdateFilter
private

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

Definition at line 224 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_KernelSource

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
KernelSourcePointer itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_KernelSource
private

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

Definition at line 196 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.

◆ m_TransformedCurrentEstimate

template<typename TInputImage , typename TKernelSource , typename TOutputImage = TInputImage>
InternalComplexImagePointerType itk::ParametricBlindLeastSquaresDeconvolutionImageFilter< TInputImage, TKernelSource, TOutputImage >::m_TransformedCurrentEstimate
private

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

Definition at line 206 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 205 of file itkParametricBlindLeastSquaresDeconvolutionImageFilter.h.


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