template<typename TInputImage, typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
class itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >
An inverse deconvolution filter regularized in the Tikhonov sense.
The Tikhonov deconvolution filter is the inverse deconvolution filter with a regularization term added to the denominator. The filter minimizes the equation
\[ ||\hat{f} \otimes h - g||_{L_2}^2 + \mu||\hat{f}||^2 \]
where \(\hat{f}\) is the estimate of the unblurred image, \(h\) is the blurring kernel, \(g\) is the blurred image, and \(\mu\) is a non-negative real regularization function.
The filter applies a kernel described in the Fourier domain as \(H^*(\omega) / (|H(\omega)|^2 + \mu)\) where \(H(\omega)\) is the Fourier transform of \(h\). The term \(\mu\) is called RegularizationConstant in this filter. If \(\mu\) is set to zero, this filter is equivalent to the InverseDeconvolutionImageFilter.
- Author
- Gaetan Lehmann, Biologie du Developpement et de la Reproduction, INRA de Jouy-en-Josas, France
-
Cory Quammen, The University of North Carolina at Chapel Hill
Definition at line 54 of file itkTikhonovDeconvolutionImageFilter.h.
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| using | ConstPointer = SmartPointer< const Self > |
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| using | InputImageType = TInputImage |
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| using | KernelImageType = TKernelImage |
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| using | OutputImageType = TOutputImage |
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| using | Pointer = SmartPointer< Self > |
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| using | Self = TikhonovDeconvolutionImageFilter |
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| using | Superclass = InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > |
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| using | ConstPointer = SmartPointer< const Self > |
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| using | InputImageType = TInputImage |
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| using | KernelImageType = TInputImage |
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| using | OutputImageType = TInputImage |
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| using | Pointer = SmartPointer< Self > |
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| using | Self = InverseDeconvolutionImageFilter |
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| using | Superclass = FFTConvolutionImageFilter< TInputImage, TInputImage, TInputImage, double > |
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| using | ConstPointer = SmartPointer< const Self > |
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| using | InputImageType = TInputImage |
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| using | InputIndexType = typename InputImageType::IndexType |
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| using | InputPixelType = typename InputImageType::PixelType |
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| using | InputRegionType = typename InputImageType::RegionType |
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| using | InputSizeType = typename InputImageType::SizeType |
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| using | InternalComplexImagePointerType = typename InternalComplexImageType::Pointer |
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| using | InternalComplexImageType = Image< InternalComplexType, TInputImage::ImageDimension > |
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| using | InternalComplexType = std::complex< double > |
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| using | InternalImagePointerType = typename InternalImageType::Pointer |
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| using | InternalImageType = Image< double, TInputImage::ImageDimension > |
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| using | InternalIndexType = typename InternalImageType::IndexType |
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| using | InternalRegionType = typename InternalImageType::RegionType |
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| using | InternalSizeType = typename InternalImageType::SizeType |
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| using | KernelImageType = TInputImage |
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| using | KernelIndexType = typename KernelImageType::IndexType |
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| using | KernelPixelType = typename KernelImageType::PixelType |
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| using | KernelRegionType = typename KernelImageType::RegionType |
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| using | KernelSizeType = typename KernelImageType::SizeType |
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| using | OutputImageType = TInputImage |
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| using | OutputIndexType = typename OutputImageType::IndexType |
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| using | OutputPixelType = typename OutputImageType::PixelType |
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| using | OutputRegionType = typename OutputImageType::RegionType |
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| using | OutputSizeType = typename OutputImageType::SizeType |
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| using | Pointer = SmartPointer< Self > |
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| using | Self = FFTConvolutionImageFilter |
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| using | SizeValueType = typename InputSizeType::SizeValueType |
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| using | Superclass = ConvolutionImageFilterBase< TInputImage, TInputImage, TInputImage > |
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| using | BoundaryConditionType = ImageBoundaryCondition< TInputImage > |
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| using | ConstPointer = SmartPointer< const Self > |
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| using | DefaultBoundaryConditionType = ZeroFluxNeumannBoundaryCondition< TInputImage > |
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| using | InputImageType = TInputImage |
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| using | InputIndexType = typename InputImageType::IndexType |
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| using | InputPixelType = typename InputImageType::PixelType |
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| using | InputRegionType = typename InputImageType::RegionType |
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| using | InputSizeType = typename InputImageType::SizeType |
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| using | KernelImageType = TInputImage |
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| using | KernelIndexType = typename KernelImageType::IndexType |
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| using | KernelPixelType = typename KernelImageType::PixelType |
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| using | KernelRegionType = typename KernelImageType::RegionType |
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| using | KernelSizeType = typename KernelImageType::SizeType |
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| using | OutputImageType = TInputImage |
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| using | OutputIndexType = typename OutputImageType::IndexType |
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| using | OutputPixelType = typename OutputImageType::PixelType |
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| using | OutputRegionModeEnum = ConvolutionImageFilterBaseEnums::ConvolutionImageFilterOutputRegion |
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| using | OutputRegionType = typename OutputImageType::RegionType |
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| using | OutputSizeType = typename OutputImageType::SizeType |
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| using | Pointer = SmartPointer< Self > |
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| using | Self = ConvolutionImageFilterBase |
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| using | SizeValueType = typename InputSizeType::SizeValueType |
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| using | Superclass = ImageToImageFilter< TInputImage, TInputImage > |
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| using | ConstPointer = SmartPointer< const Self > |
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| using | InputImageConstPointer = typename InputImageType::ConstPointer |
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| using | InputImagePixelType = typename InputImageType::PixelType |
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| using | InputImagePointer = typename InputImageType::Pointer |
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| using | InputImageRegionType = typename InputImageType::RegionType |
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| using | InputImageType = TInputImage |
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| using | Pointer = SmartPointer< Self > |
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| using | Self = ImageToImageFilter |
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| using | Superclass = ImageSource< TInputImage > |
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| using | ConstPointer = SmartPointer< const Self > |
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| using | DataObjectIdentifierType = Superclass::DataObjectIdentifierType |
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| using | DataObjectPointer = DataObject::Pointer |
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| using | DataObjectPointerArraySizeType = Superclass::DataObjectPointerArraySizeType |
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| using | OutputImagePixelType = typename OutputImageType::PixelType |
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| using | OutputImagePointer = typename OutputImageType::Pointer |
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| using | OutputImageRegionType = typename OutputImageType::RegionType |
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| using | OutputImageType = TInputImage |
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| using | Pointer = SmartPointer< Self > |
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| using | Self = ImageSource |
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| using | Superclass = ProcessObject |
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| using | ConstPointer = SmartPointer< const Self > |
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| using | DataObjectIdentifierType = DataObject::DataObjectIdentifierType |
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| using | DataObjectPointer = DataObject::Pointer |
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| using | DataObjectPointerArray = std::vector< DataObjectPointer > |
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| using | DataObjectPointerArraySizeType = DataObjectPointerArray::size_type |
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| using | MultiThreaderType = MultiThreaderBase |
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| using | NameArray = std::vector< DataObjectIdentifierType > |
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| using | Pointer = SmartPointer< Self > |
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| using | Self = ProcessObject |
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| using | Superclass = Object |
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| using | ConstPointer = SmartPointer< const Self > |
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| using | Pointer = SmartPointer< Self > |
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| using | Self = Object |
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| using | Superclass = LightObject |
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| using | ConstPointer = SmartPointer< const Self > |
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| using | Pointer = SmartPointer< Self > |
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| using | Self = LightObject |
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| const char * | GetNameOfClass () const override |
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| virtual void | SetRegularizationConstant (double _arg) |
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| virtual double | GetRegularizationConstant () const |
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| const char * | GetNameOfClass () const override |
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| virtual void | SetKernelZeroMagnitudeThreshold (double _arg) |
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| virtual double | GetKernelZeroMagnitudeThreshold () const |
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| const char * | GetNameOfClass () const override |
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| virtual SizeValueType | GetSizeGreatestPrimeFactor () |
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| virtual void | SetSizeGreatestPrimeFactor (SizeValueType _arg) |
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| const char * | GetNameOfClass () const override |
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| virtual void | SetBoundaryCondition (BoundaryConditionType *_arg) |
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| virtual BoundaryConditionType * | GetBoundaryCondition () const |
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| | itkSetInputMacro (KernelImage, KernelImageType) |
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| | itkGetInputMacro (KernelImage, KernelImageType) |
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| virtual void | SetNormalize (bool _arg) |
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| virtual bool | GetNormalize () const |
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| virtual void | NormalizeOn () |
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| virtual void | SetOutputRegionMode (const OutputRegionModeEnum _arg) |
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| virtual OutputRegionModeEnum | GetOutputRegionMode () const |
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| virtual void | SetOutputRegionModeToSame () |
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| virtual void | SetOutputRegionModeToValid () |
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| const InputImageType * | GetInput () const |
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| const InputImageType * | GetInput (unsigned int idx) const |
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| const char * | GetNameOfClass () const override |
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| void | PopBackInput () override |
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| void | PopFrontInput () override |
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| virtual void | PushBackInput (const InputImageType *input) |
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| virtual void | PushFrontInput (const InputImageType *input) |
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| virtual void | SetInput (const DataObjectIdentifierType &key, DataObject *input) |
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| virtual void | SetInput (const InputImageType *input) |
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| virtual void | SetInput (unsigned int, const TInputImage *image) |
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| virtual void | SetCoordinateTolerance (double _arg) |
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| virtual double | GetCoordinateTolerance () const |
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| virtual void | SetDirectionTolerance (double _arg) |
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| virtual double | GetDirectionTolerance () const |
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| const char * | GetNameOfClass () const override |
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| OutputImageType * | GetOutput (unsigned int idx) |
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| OutputImageType * | GetOutput () |
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| const OutputImageType * | GetOutput () const |
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| virtual void | GraftOutput (DataObject *graft) |
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| virtual void | GraftOutput (const DataObjectIdentifierType &key, DataObject *graft) |
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| virtual void | GraftNthOutput (unsigned int idx, DataObject *graft) |
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| ProcessObject::DataObjectPointer | MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) override |
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| ProcessObject::DataObjectPointer | MakeOutput (const ProcessObject::DataObjectIdentifierType &) override |
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| virtual void | AbortGenerateDataOn () |
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| virtual void | EnlargeOutputRequestedRegion (DataObject *) |
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| virtual const bool & | GetAbortGenerateData () const |
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| DataObjectPointerArray | GetIndexedInputs () |
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| DataObjectPointerArray | GetIndexedOutputs () |
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| NameArray | GetInputNames () const |
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| DataObjectPointerArray | GetInputs () |
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| MultiThreaderType * | GetMultiThreader () const |
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| const char * | GetNameOfClass () const override |
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| DataObjectPointerArraySizeType | GetNumberOfIndexedInputs () const |
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| DataObjectPointerArraySizeType | GetNumberOfIndexedOutputs () const |
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| DataObjectPointerArraySizeType | GetNumberOfInputs () const |
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| DataObjectPointerArraySizeType | GetNumberOfOutputs () const |
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| virtual DataObjectPointerArraySizeType | GetNumberOfValidRequiredInputs () const |
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| NameArray | GetOutputNames () const |
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| DataObjectPointerArray | GetOutputs () |
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| virtual float | GetProgress () const |
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| NameArray | GetRequiredInputNames () const |
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| bool | HasInput (const DataObjectIdentifierType &key) const |
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| bool | HasOutput (const DataObjectIdentifierType &key) const |
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| void | IncrementProgress (float increment) |
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| virtual DataObjectPointer | MakeOutput (const DataObjectIdentifierType &) |
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| virtual DataObjectPointer | MakeOutput (DataObjectPointerArraySizeType idx) |
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| virtual void | PrepareOutputs () |
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| virtual void | PropagateRequestedRegion (DataObject *output) |
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| virtual void | ResetPipeline () |
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| virtual void | SetAbortGenerateData (bool _arg) |
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| void | SetMultiThreader (MultiThreaderType *threader) |
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| virtual void | Update () |
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| virtual void | UpdateLargestPossibleRegion () |
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| virtual void | UpdateOutputData (DataObject *output) |
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| virtual void | UpdateOutputInformation () |
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| void | UpdateProgress (float progress) |
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| virtual void | SetReleaseDataFlag (bool val) |
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| virtual bool | GetReleaseDataFlag () const |
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| void | ReleaseDataFlagOn () |
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| void | ReleaseDataFlagOff () |
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| virtual void | SetReleaseDataBeforeUpdateFlag (bool _arg) |
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| virtual const bool & | GetReleaseDataBeforeUpdateFlag () const |
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| virtual void | ReleaseDataBeforeUpdateFlagOn () |
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| virtual void | SetNumberOfWorkUnits (ThreadIdType _arg) |
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| virtual const ThreadIdType & | GetNumberOfWorkUnits () const |
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| unsigned long | AddObserver (const EventObject &event, Command *) |
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| unsigned long | AddObserver (const EventObject &event, Command *) const |
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| unsigned long | AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const |
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| LightObject::Pointer | CreateAnother () const override |
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| virtual void | DebugOff () const |
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| virtual void | DebugOn () const |
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| Command * | GetCommand (unsigned long tag) |
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| bool | GetDebug () const |
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| MetaDataDictionary & | GetMetaDataDictionary () |
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| const MetaDataDictionary & | GetMetaDataDictionary () const |
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| virtual ModifiedTimeType | GetMTime () const |
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| const char * | GetNameOfClass () const override |
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| virtual const TimeStamp & | GetTimeStamp () const |
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| bool | HasObserver (const EventObject &event) const |
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| void | InvokeEvent (const EventObject &) |
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| void | InvokeEvent (const EventObject &) const |
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| virtual void | Modified () const |
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| void | Register () const override |
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| void | RemoveAllObservers () |
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| void | RemoveObserver (unsigned long tag) |
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| void | SetDebug (bool debugFlag) const |
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| void | SetReferenceCount (int) override |
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| void | UnRegister () const noexcept override |
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| void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
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| void | SetMetaDataDictionary (MetaDataDictionary &&rrhs) |
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| virtual void | SetObjectName (std::string _arg) |
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| virtual const std::string & | GetObjectName () const |
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| Pointer | Clone () const |
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| virtual Pointer | CreateAnother () const |
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| virtual void | Delete () |
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| virtual const char * | GetNameOfClass () const |
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| virtual int | GetReferenceCount () const |
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| void | Print (std::ostream &os, Indent indent=0) const |
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| virtual void | Register () const |
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| virtual void | SetReferenceCount (int) |
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| virtual void | UnRegister () const noexcept |
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| void | GenerateData () override |
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| void | PrintSelf (std::ostream &os, Indent indent) const override |
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| | TikhonovDeconvolutionImageFilter () |
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| | ~TikhonovDeconvolutionImageFilter () override=default |
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| void | GenerateData () override |
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| | InverseDeconvolutionImageFilter () |
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| void | PrintSelf (std::ostream &os, Indent indent) const override |
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| | ~InverseDeconvolutionImageFilter () override=default |
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| void | CropOutput (InternalImageType *paddedOutput, ProgressAccumulator *progress, float progressWeight) |
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| | FFTConvolutionImageFilter () |
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| void | GenerateData () override |
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| void | GenerateInputRequestedRegion () override |
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| InternalSizeType | GetFFTPadSize () const |
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| KernelSizeType | GetKernelRadius () const |
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| bool | GetXDimensionIsOdd () const |
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| void | PadInput (const InputImageType *input, InternalImagePointerType &paddedInput, ProgressAccumulator *progress, float progressWeight) |
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| void | PrepareInput (const InputImageType *input, InternalComplexImagePointerType &preparedInput, ProgressAccumulator *progress, float progressWeight) |
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| void | PrepareInputs (const InputImageType *input, const KernelImageType *kernel, InternalComplexImagePointerType &preparedInput, InternalComplexImagePointerType &preparedKernel, ProgressAccumulator *progress, float progressWeight) |
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| void | PrepareKernel (const KernelImageType *kernel, InternalComplexImagePointerType &preparedKernel, ProgressAccumulator *progress, float progressWeight) |
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| void | PrintSelf (std::ostream &os, Indent indent) const override |
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| void | ProduceOutput (InternalComplexImageType *paddedOutput, ProgressAccumulator *progress, float progressWeight) |
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| void | TransformPaddedInput (const InternalImageType *paddedInput, InternalComplexImagePointerType &transformedInput, ProgressAccumulator *progress, float progressWeight) |
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| | ~FFTConvolutionImageFilter () override=default |
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| | ConvolutionImageFilterBase () |
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| void | GenerateOutputInformation () override |
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| OutputRegionType | GetValidRegion () const |
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| void | PrintSelf (std::ostream &os, Indent indent) const override |
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| void | VerifyInputInformation () ITKv5_CONST override |
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| | ~ConvolutionImageFilterBase () override=default |
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| virtual void | CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion) |
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| virtual void | CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion) |
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| void | GenerateInputRequestedRegion () override |
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| | ImageToImageFilter () |
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| void | PrintSelf (std::ostream &os, Indent indent) const override |
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| void | VerifyInputInformation () ITKv5_CONST override |
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| | ~ImageToImageFilter () override=default |
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| virtual void | PushBackInput (const DataObject *input) |
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| virtual void | PushFrontInput (const DataObject *input) |
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| virtual void | AfterThreadedGenerateData () |
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| virtual void | AllocateOutputs () |
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| virtual void | BeforeThreadedGenerateData () |
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| void | ClassicMultiThread (ThreadFunctionType callbackFunction) |
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| void | GenerateData () override |
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| virtual const ImageRegionSplitterBase * | GetImageRegionSplitter () const |
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| | ImageSource () |
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| void | PrintSelf (std::ostream &os, Indent indent) const override |
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| virtual unsigned int | SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion) |
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| | ~ImageSource () override=default |
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| virtual void | ThreadedGenerateData (const OutputImageRegionType ®ion, ThreadIdType threadId) |
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| virtual void | DynamicThreadedGenerateData (const OutputImageRegionType &outputRegionForThread) |
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| virtual bool | GetDynamicMultiThreading () const |
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| virtual void | SetDynamicMultiThreading (bool _arg) |
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| virtual void | DynamicMultiThreadingOn () |
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| virtual void | AddInput (DataObject *input) |
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| void | AddOptionalInputName (const DataObjectIdentifierType &) |
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| void | AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx) |
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| virtual void | AddOutput (DataObject *output) |
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| bool | AddRequiredInputName (const DataObjectIdentifierType &) |
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| bool | AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx) |
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| virtual void | CacheInputReleaseDataFlags () |
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| virtual void | GenerateData () |
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| virtual void | GenerateInputRequestedRegion () |
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| virtual void | GenerateOutputInformation () |
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| virtual void | GenerateOutputRequestedRegion (DataObject *output) |
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| DataObject * | GetInput (const DataObjectIdentifierType &key) |
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| const DataObject * | GetInput (const DataObjectIdentifierType &key) const |
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| virtual const DataObjectPointerArraySizeType & | GetNumberOfRequiredInputs () const |
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| virtual const DataObjectPointerArraySizeType & | GetNumberOfRequiredOutputs () const |
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| bool | IsIndexedInputName (const DataObjectIdentifierType &) const |
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| bool | IsIndexedOutputName (const DataObjectIdentifierType &) const |
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| bool | IsRequiredInputName (const DataObjectIdentifierType &) const |
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| DataObjectPointerArraySizeType | MakeIndexFromInputName (const DataObjectIdentifierType &name) const |
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| DataObjectPointerArraySizeType | MakeIndexFromOutputName (const DataObjectIdentifierType &name) const |
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| DataObjectIdentifierType | MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const |
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| DataObjectIdentifierType | MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const |
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| virtual void | PopBackInput () |
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| virtual void | PopFrontInput () |
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| void | PrintSelf (std::ostream &os, Indent indent) const override |
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| | ProcessObject () |
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| virtual void | PropagateResetPipeline () |
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| virtual void | PushBackInput (const DataObject *input) |
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| virtual void | PushFrontInput (const DataObject *input) |
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| virtual void | ReleaseInputs () |
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| virtual void | RemoveInput (const DataObjectIdentifierType &key) |
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| virtual void | RemoveInput (DataObjectPointerArraySizeType) |
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| virtual void | RemoveOutput (const DataObjectIdentifierType &key) |
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| virtual void | RemoveOutput (DataObjectPointerArraySizeType idx) |
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| bool | RemoveRequiredInputName (const DataObjectIdentifierType &) |
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| virtual void | RestoreInputReleaseDataFlags () |
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| virtual void | SetInput (const DataObjectIdentifierType &key, DataObject *input) |
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| virtual void | SetNthInput (DataObjectPointerArraySizeType idx, DataObject *input) |
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| virtual void | SetNthOutput (DataObjectPointerArraySizeType idx, DataObject *output) |
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| void | SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num) |
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| void | SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num) |
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| virtual void | SetNumberOfRequiredInputs (DataObjectPointerArraySizeType) |
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| virtual void | SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg) |
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| virtual void | SetOutput (const DataObjectIdentifierType &name, DataObject *output) |
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| virtual void | SetPrimaryInput (DataObject *object) |
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| virtual void | SetPrimaryOutput (DataObject *object) |
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| void | SetRequiredInputNames (const NameArray &) |
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| virtual void | VerifyInputInformation () ITKv5_CONST |
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| virtual void | VerifyPreconditions () ITKv5_CONST |
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| | ~ProcessObject () override |
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| DataObject * | GetInput (DataObjectPointerArraySizeType idx) |
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| const DataObject * | GetInput (DataObjectPointerArraySizeType idx) const |
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| DataObject * | GetPrimaryInput () |
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| const DataObject * | GetPrimaryInput () const |
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| virtual void | SetPrimaryInputName (const DataObjectIdentifierType &key) |
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| virtual const char * | GetPrimaryInputName () const |
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| DataObject * | GetOutput (const DataObjectIdentifierType &key) |
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| const DataObject * | GetOutput (const DataObjectIdentifierType &key) const |
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| virtual void | SetPrimaryOutputName (const DataObjectIdentifierType &key) |
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| virtual const char * | GetPrimaryOutputName () const |
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| DataObject * | GetOutput (DataObjectPointerArraySizeType i) |
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| const DataObject * | GetOutput (DataObjectPointerArraySizeType i) const |
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| DataObject * | GetPrimaryOutput () |
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| const DataObject * | GetPrimaryOutput () const |
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| virtual bool | GetThreaderUpdateProgress () const |
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| virtual void | ThreaderUpdateProgressOn () |
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| virtual void | SetThreaderUpdateProgress (bool arg) |
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| | Object () |
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| bool | PrintObservers (std::ostream &os, Indent indent) const |
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| void | PrintSelf (std::ostream &os, Indent indent) const override |
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| virtual void | SetTimeStamp (const TimeStamp &timeStamp) |
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| | ~Object () override |
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| virtual LightObject::Pointer | InternalClone () const |
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| | LightObject () |
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| virtual void | PrintHeader (std::ostream &os, Indent indent) const |
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| virtual void | PrintSelf (std::ostream &os, Indent indent) const |
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| virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
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| virtual | ~LightObject () |
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