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ITK
4.13.0
Insight Segmentation and Registration Toolkit
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#include <itkInverseDeconvolutionImageFilter.h>
The direct linear inverse deconvolution filter.
The inverse filter is the most straightforward deconvolution method. Considering that convolution of two images in the spatial domain is equivalent to multiplying the Fourier transform of the two images, the inverse filter consists of inverting the multiplication. In other words, this filter computes the following:
where is the Fourier transform of the estimate produced by this filter,
is the Fourier transform of the input blurred image,
is the Fourier transform of the blurring kernel, and
is a constant real non-negative threshold (called KernelZeroMagnitudeThreshold in this filter) that determines when the magnitude of a complex number is considered zero.
Definition at line 54 of file itkInverseDeconvolutionImageFilter.h.
Public Types | |
typedef SmartPointer< const Self > | ConstPointer |
typedef TInputImage | InputImageType |
typedef Superclass::InputIndexType | InputIndexType |
typedef Superclass::InputPixelType | InputPixelType |
typedef Superclass::InputRegionType | InputRegionType |
typedef Superclass::InputSizeType | InputSizeType |
typedef Superclass::InternalComplexImagePointerType | InternalComplexImagePointerType |
typedef Superclass::InternalComplexImageType | InternalComplexImageType |
typedef Superclass::InternalComplexType | InternalComplexType |
typedef Superclass::InternalImagePointerType | InternalImagePointerType |
typedef Superclass::InternalImageType | InternalImageType |
typedef TKernelImage | KernelImageType |
typedef Superclass::KernelIndexType | KernelIndexType |
typedef Superclass::KernelPixelType | KernelPixelType |
typedef Superclass::KernelRegionType | KernelRegionType |
typedef Superclass::KernelSizeType | KernelSizeType |
typedef TOutputImage | OutputImageType |
typedef Superclass::OutputIndexType | OutputIndexType |
typedef Superclass::OutputPixelType | OutputPixelType |
typedef Superclass::OutputRegionType | OutputRegionType |
typedef Superclass::OutputSizeType | OutputSizeType |
typedef SmartPointer< Self > | Pointer |
typedef InverseDeconvolutionImageFilter | Self |
typedef Superclass::SizeValueType | SizeValueType |
typedef FFTConvolutionImageFilter < TInputImage, TKernelImage, TOutputImage, TInternalPrecision > | Superclass |
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typedef Superclass::BoundaryConditionPointerType | BoundaryConditionPointerType |
typedef Superclass::BoundaryConditionType | BoundaryConditionType |
typedef SmartPointer< const Self > | ConstPointer |
typedef TInputImage | InputImageType |
typedef InputImageType::IndexType | InputIndexType |
typedef InputImageType::PixelType | InputPixelType |
typedef InputImageType::RegionType | InputRegionType |
typedef InputImageType::SizeType | InputSizeType |
typedef InternalComplexImageType::Pointer | InternalComplexImagePointerType |
typedef Image < InternalComplexType, TInputImage::ImageDimension > | InternalComplexImageType |
typedef std::complex < TInternalPrecision > | InternalComplexType |
typedef InternalImageType::Pointer | InternalImagePointerType |
typedef Image < TInternalPrecision, TInputImage::ImageDimension > | InternalImageType |
typedef TKernelImage | KernelImageType |
typedef KernelImageType::IndexType | KernelIndexType |
typedef KernelImageType::PixelType | KernelPixelType |
typedef KernelImageType::RegionType | KernelRegionType |
typedef KernelImageType::SizeType | KernelSizeType |
typedef TOutputImage | OutputImageType |
typedef OutputImageType::IndexType | OutputIndexType |
typedef OutputImageType::PixelType | OutputPixelType |
typedef OutputImageType::RegionType | OutputRegionType |
typedef OutputImageType::SizeType | OutputSizeType |
typedef SmartPointer< Self > | Pointer |
typedef FFTConvolutionImageFilter | Self |
typedef InputSizeType::SizeValueType | SizeValueType |
typedef ConvolutionImageFilterBase < TInputImage, TKernelImage, TOutputImage > | Superclass |
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typedef BoundaryConditionType * | BoundaryConditionPointerType |
typedef ImageBoundaryCondition < TInputImage > | BoundaryConditionType |
typedef SmartPointer< const Self > | ConstPointer |
typedef ZeroFluxNeumannBoundaryCondition < TInputImage > | DefaultBoundaryConditionType |
typedef TInputImage | InputImageType |
typedef InputImageType::IndexType | InputIndexType |
typedef InputImageType::PixelType | InputPixelType |
typedef InputImageType::RegionType | InputRegionType |
typedef InputImageType::SizeType | InputSizeType |
typedef TKernelImage | KernelImageType |
typedef KernelImageType::IndexType | KernelIndexType |
typedef KernelImageType::PixelType | KernelPixelType |
typedef KernelImageType::RegionType | KernelRegionType |
typedef KernelImageType::SizeType | KernelSizeType |
typedef TOutputImage | OutputImageType |
typedef OutputImageType::IndexType | OutputIndexType |
typedef OutputImageType::PixelType | OutputPixelType |
enum | OutputRegionModeType { SAME = 0, VALID } |
typedef OutputImageType::RegionType | OutputRegionType |
typedef OutputImageType::SizeType | OutputSizeType |
typedef SmartPointer< Self > | Pointer |
typedef ConvolutionImageFilterBase | Self |
typedef InputSizeType::SizeValueType | SizeValueType |
typedef ImageToImageFilter < TInputImage, TOutputImage > | Superclass |
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typedef SmartPointer< const Self > | ConstPointer |
typedef InputImageType::ConstPointer | InputImageConstPointer |
typedef InputImageType::PixelType | InputImagePixelType |
typedef InputImageType::Pointer | InputImagePointer |
typedef InputImageType::RegionType | InputImageRegionType |
typedef TInputImage | InputImageType |
typedef Superclass::OutputImagePixelType | OutputImagePixelType |
typedef Superclass::OutputImageRegionType | OutputImageRegionType |
typedef SmartPointer< Self > | Pointer |
typedef ImageToImageFilter | Self |
typedef ImageSource< TOutputImage > | Superclass |
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typedef SmartPointer< const Self > | ConstPointer |
typedef Superclass::DataObjectIdentifierType | DataObjectIdentifierType |
typedef DataObject::Pointer | DataObjectPointer |
typedef Superclass::DataObjectPointerArraySizeType | DataObjectPointerArraySizeType |
typedef OutputImageType::PixelType | OutputImagePixelType |
typedef OutputImageType::Pointer | OutputImagePointer |
typedef OutputImageType::RegionType | OutputImageRegionType |
typedef TOutputImage | OutputImageType |
typedef SmartPointer< Self > | Pointer |
typedef ImageSource | Self |
typedef ProcessObject | Superclass |
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typedef SmartPointer< const Self > | ConstPointer |
typedef DataObject::DataObjectIdentifierType | DataObjectIdentifierType |
typedef DataObject::Pointer | DataObjectPointer |
typedef std::vector < DataObjectPointer > | DataObjectPointerArray |
typedef DataObjectPointerArray::size_type | DataObjectPointerArraySizeType |
typedef MultiThreader | MultiThreaderType |
typedef std::vector < DataObjectIdentifierType > | NameArray |
typedef SmartPointer< Self > | Pointer |
typedef ProcessObject | Self |
typedef Object | Superclass |
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typedef SmartPointer< const Self > | ConstPointer |
typedef SmartPointer< Self > | Pointer |
typedef Object | Self |
typedef LightObject | Superclass |
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typedef SmartPointer< const Self > | ConstPointer |
typedef SmartPointer< Self > | Pointer |
typedef LightObject | Self |
Static Public Member Functions | |
static Pointer | New () |
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static Pointer | New () |
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static bool | GetGlobalWarningDisplay () |
static void | GlobalWarningDisplayOff () |
static void | GlobalWarningDisplayOn () |
static Pointer | New () |
static void | SetGlobalWarningDisplay (bool flag) |
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static void | BreakOnError () |
static Pointer | New () |
Static Public Attributes | |
static const unsigned int | ImageDimension = TInputImage::ImageDimension |
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static const unsigned int | ImageDimension = TInputImage::ImageDimension |
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static const unsigned int | ImageDimension = TInputImage::ImageDimension |
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static const unsigned int | InputImageDimension = TInputImage::ImageDimension |
static const unsigned int | OutputImageDimension = TOutputImage::ImageDimension |
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static const unsigned int | OutputImageDimension = TOutputImage::ImageDimension |
Private Attributes | |
double | m_KernelZeroMagnitudeThreshold |
typedef SmartPointer< const Self > itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::ConstPointer |
Definition at line 64 of file itkInverseDeconvolutionImageFilter.h.
typedef TInputImage itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputImageType |
Definition at line 76 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::InputIndexType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputIndexType |
Definition at line 82 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::InputPixelType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputPixelType |
Definition at line 79 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::InputRegionType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputRegionType |
Definition at line 89 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::InputSizeType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputSizeType |
Definition at line 85 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::InternalComplexImagePointerType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalComplexImagePointerType |
Definition at line 98 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::InternalComplexImageType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalComplexImageType |
Definition at line 97 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::InternalComplexType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalComplexType |
Definition at line 96 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::InternalImagePointerType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalImagePointerType |
Definition at line 95 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::InternalImageType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalImageType |
Internal image types.
Definition at line 94 of file itkInverseDeconvolutionImageFilter.h.
typedef TKernelImage itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelImageType |
Definition at line 78 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::KernelIndexType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelIndexType |
Definition at line 84 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::KernelPixelType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelPixelType |
Definition at line 81 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::KernelRegionType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelRegionType |
Definition at line 91 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::KernelSizeType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelSizeType |
Definition at line 87 of file itkInverseDeconvolutionImageFilter.h.
typedef TOutputImage itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputImageType |
Definition at line 77 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::OutputIndexType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputIndexType |
Definition at line 83 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::OutputPixelType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputPixelType |
Definition at line 80 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::OutputRegionType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputRegionType |
Definition at line 90 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::OutputSizeType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputSizeType |
Definition at line 86 of file itkInverseDeconvolutionImageFilter.h.
typedef SmartPointer< Self > itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::Pointer |
Definition at line 63 of file itkInverseDeconvolutionImageFilter.h.
typedef InverseDeconvolutionImageFilter itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::Self |
Definition at line 58 of file itkInverseDeconvolutionImageFilter.h.
typedef Superclass::SizeValueType itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::SizeValueType |
Definition at line 88 of file itkInverseDeconvolutionImageFilter.h.
typedef FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::Superclass |
Definition at line 62 of file itkInverseDeconvolutionImageFilter.h.
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protected |
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inlineoverrideprotected |
Definition at line 109 of file itkInverseDeconvolutionImageFilter.h.
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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::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
Reimplemented in itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >, and itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
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overrideprotectedvirtual |
This filter uses a minipipeline to compute the output.
Reimplemented from itk::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
Reimplemented in itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >, and itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
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Set/get the threshold value uused to determine whether a frequency of the Fourier transform of the blurring kernel is considered to be zero. Default value is 1.0e-4.
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Run-time type information ( and related methods )
Reimplemented from itk::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
Reimplemented in itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >, and itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
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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::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
Reimplemented in itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >, and itk::TikhonovDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.
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Set/get the threshold value uused to determine whether a frequency of the Fourier transform of the blurring kernel is considered to be zero. Default value is 1.0e-4.
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Dimensionality of input and output data is assumed to be the same.
Definition at line 74 of file itkInverseDeconvolutionImageFilter.h.
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private |
Definition at line 117 of file itkInverseDeconvolutionImageFilter.h.