ITK
5.0.0
Insight Segmentation and Registration Toolkit
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#include <itkTikhonovDeconvolutionImageFilter.h>
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
where is the estimate of the unblurred image, is the blurring kernel, is the blurred image, and is a non-negative real regularization function.
The filter applies a kernel described in the Fourier domain as where is the Fourier transform of . The term is called RegularizationConstant in this filter. If is set to zero, this filter is equivalent to the InverseDeconvolutionImageFilter.
Definition at line 50 of file itkTikhonovDeconvolutionImageFilter.h.
Public Types | |
using | ConstPointer = SmartPointer< const Self > |
using | InputImageType = TInputImage |
using | InputIndexType = typename Superclass::InputIndexType |
using | InputPixelType = typename Superclass::InputPixelType |
using | InputRegionType = typename Superclass::InputRegionType |
using | InputSizeType = typename Superclass::InputSizeType |
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 = TKernelImage |
using | KernelIndexType = typename Superclass::KernelIndexType |
using | KernelPixelType = typename Superclass::KernelPixelType |
using | KernelRegionType = typename Superclass::KernelRegionType |
using | KernelSizeType = typename Superclass::KernelSizeType |
using | OutputImageType = TOutputImage |
using | OutputIndexType = typename Superclass::OutputIndexType |
using | OutputPixelType = typename Superclass::OutputPixelType |
using | OutputRegionType = typename Superclass::OutputRegionType |
using | OutputSizeType = typename Superclass::OutputSizeType |
using | Pointer = SmartPointer< Self > |
using | Self = TikhonovDeconvolutionImageFilter |
using | SizeValueType = typename Superclass::SizeValueType |
using | Superclass = InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > |
Public Types inherited from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > | |
using | ConstPointer = SmartPointer< const Self > |
using | InputImageType = TInputImage |
using | InputIndexType = typename Superclass::InputIndexType |
using | InputPixelType = typename Superclass::InputPixelType |
using | InputRegionType = typename Superclass::InputRegionType |
using | InputSizeType = typename Superclass::InputSizeType |
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 = TKernelImage |
using | KernelIndexType = typename Superclass::KernelIndexType |
using | KernelPixelType = typename Superclass::KernelPixelType |
using | KernelRegionType = typename Superclass::KernelRegionType |
using | KernelSizeType = typename Superclass::KernelSizeType |
using | OutputImageType = TOutputImage |
using | OutputIndexType = typename Superclass::OutputIndexType |
using | OutputPixelType = typename Superclass::OutputPixelType |
using | OutputRegionType = typename Superclass::OutputRegionType |
using | OutputSizeType = typename Superclass::OutputSizeType |
using | Pointer = SmartPointer< Self > |
using | Self = InverseDeconvolutionImageFilter |
using | SizeValueType = typename Superclass::SizeValueType |
using | Superclass = FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > |
Public Types inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > | |
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< TInternalPrecision > |
using | InternalImagePointerType = typename InternalImageType::Pointer |
using | InternalImageType = Image< TInternalPrecision, TInputImage::ImageDimension > |
using | KernelImageType = TKernelImage |
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, TKernelImage, TOutputImage > |
Public Types inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelImage, 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 = TKernelImage |
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 |
enum | OutputRegionModeType { SAME = 0, VALID } |
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 > |
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 |
Static Public Member Functions | |
static Pointer | New () |
Static Public Member Functions inherited from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > | |
static Pointer | New () |
Static Public Member Functions inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > | |
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 () |
Static Public Attributes | |
static constexpr unsigned int | ImageDimension = TInputImage::ImageDimension |
Static Public Attributes inherited from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > | |
static constexpr unsigned int | ImageDimension = TInputImage::ImageDimension |
Static Public Attributes inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > | |
static constexpr unsigned int | ImageDimension = TInputImage::ImageDimension |
Static Public Attributes inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelImage, TOutputImage > | |
static constexpr unsigned int | ImageDimension = TInputImage::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 |
Private Attributes | |
double | m_RegularizationConstant |
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::ConstPointer = SmartPointer< const Self > |
Definition at line 62 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputImageType = TInputImage |
Definition at line 73 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputIndexType = typename Superclass::InputIndexType |
Definition at line 79 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputPixelType = typename Superclass::InputPixelType |
Definition at line 76 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputRegionType = typename Superclass::InputRegionType |
Definition at line 86 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputSizeType = typename Superclass::InputSizeType |
Definition at line 82 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalComplexImagePointerType = typename Superclass::InternalComplexImagePointerType |
Definition at line 95 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalComplexImageType = typename Superclass::InternalComplexImageType |
Definition at line 94 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalComplexType = typename Superclass::InternalComplexType |
Definition at line 93 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalImagePointerType = typename Superclass::InternalImagePointerType |
Definition at line 92 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalImageType = typename Superclass::InternalImageType |
Internal image types.
Definition at line 91 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelImageType = TKernelImage |
Definition at line 75 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelIndexType = typename Superclass::KernelIndexType |
Definition at line 81 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelPixelType = typename Superclass::KernelPixelType |
Definition at line 78 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelRegionType = typename Superclass::KernelRegionType |
Definition at line 88 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelSizeType = typename Superclass::KernelSizeType |
Definition at line 84 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputImageType = TOutputImage |
Definition at line 74 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputIndexType = typename Superclass::OutputIndexType |
Definition at line 80 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputPixelType = typename Superclass::OutputPixelType |
Definition at line 77 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputRegionType = typename Superclass::OutputRegionType |
Definition at line 87 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputSizeType = typename Superclass::OutputSizeType |
Definition at line 83 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::Pointer = SmartPointer< Self > |
Definition at line 61 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::Self = TikhonovDeconvolutionImageFilter |
Definition at line 56 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::SizeValueType = typename Superclass::SizeValueType |
Definition at line 85 of file itkTikhonovDeconvolutionImageFilter.h.
using itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::Superclass = InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > |
Definition at line 60 of file itkTikhonovDeconvolutionImageFilter.h.
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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::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
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This filter uses a minipipeline to compute the output.
Reimplemented from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
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Run-time type information ( and related methods )
Reimplemented from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
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The regularization factor. Larger values reduce the dominance of noise in the solution, but results in higher approximation error in the deblurred image. Default value is 0.0, yielding the same results as the InverseDeconvolutionImageFilter.
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Method for creation through the object factory.
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overrideprotectedvirtual |
Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.
Reimplemented from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
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The regularization factor. Larger values reduce the dominance of noise in the solution, but results in higher approximation error in the deblurred image. Default value is 0.0, yielding the same results as the InverseDeconvolutionImageFilter.
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Dimensionality of input and output data is assumed to be the same.
Definition at line 71 of file itkTikhonovDeconvolutionImageFilter.h.
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private |
Definition at line 115 of file itkTikhonovDeconvolutionImageFilter.h.