ITK  4.9.0
Insight Segmentation and Registration Toolkit
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itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > Class Template Reference

#include <itkWienerDeconvolutionImageFilter.h>

+ Inheritance diagram for itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >:
+ Collaboration diagram for itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >:

Detailed Description

template<typename TInputImage, typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
class itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >

The Wiener deconvolution image filter is designed to restore an image convolved with a blurring kernel while keeping noise enhancement to a minimum.

The Wiener filter aims to minimize noise enhancement induced by frequencies with low signal-to-noise ratio. The Wiener filter kernel is defined in the frequency domain as $W(\omega) = H^*(\omega) / (|H(\omega)|^2 + (1 / SNR(\omega)))$ where $H(\omega)$ is the Fourier transform of the blurring kernel with which the original image was convolved and the signal-to-noise ratio $SNR(\omega)$. $SNR(\omega)$ is defined by $P_f(\omega) / P_n(\omega)$ where $P_f(\omega)$ is the power spectral density of the uncorrupted signal and $P_n(\omega)$ is the power spectral density of the noise. When applied to the input blurred image, this filter produces an estimate $\hat{f}(x)$ of the true underlying signal $f(x)$ that minimizes the expected error between $\hat{f}(x)$ and $f(x)$.

This filter requires two inputs, the image to be deconvolved and the blurring kernel. These two inputs can be set using the methods SetInput() and SetKernelImage(), respectively.

The power spectral densities of the signal and noise are typically unavailable for a given problem. In particular, $P_f(\omega)$ cannot be computed from $f(x)$ because this unknown signal is precisely the signal that this filter aims to recover. Nevertheless, it is common for the noise to have a power spectral density that is flat or decreasing significantly more slowly than the power spectral density of a typical image as the frequency $\omega$ increases. Hence, $P_n(\omega)$ can typically be approximated with a constant, and this filter makes this assumption (see the NoiseVariance member variable). $P_f(\omega)$, on the other hand, will vary with input. This filter computes the power spectral density of the input blurred image, subtracts the power spectral density of the noise, and uses the result as the estimate of $P_f(\omega)$.

For further information on the Wiener deconvolution filter, please see "Digital Signal Processing" by Kenneth R. Castleman, Prentice Hall, 1995

Author
Gaetan Lehmann, Biologie du Developpement et de la Reproduction, INRA de Jouy-en-Josas, France
Chris Mullins, The University of North Carolina at Chapel Hill
Cory Quammen, The University of North Carolina at Chapel Hill

Definition at line 75 of file itkWienerDeconvolutionImageFilter.h.

Public Types

typedef SmartPointer< const SelfConstPointer
 
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< SelfPointer
 
typedef
WienerDeconvolutionImageFilter 
Self
 
typedef Superclass::SizeValueType SizeValueType
 
typedef
InverseDeconvolutionImageFilter
< TInputImage, TKernelImage,
TOutputImage,
TInternalPrecision > 
Superclass
 
- Public Types inherited from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >
typedef SmartPointer< const SelfConstPointer
 
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< SelfPointer
 
typedef
InverseDeconvolutionImageFilter 
Self
 
typedef Superclass::SizeValueType SizeValueType
 
typedef
FFTConvolutionImageFilter
< TInputImage, TKernelImage,
TOutputImage,
TInternalPrecision > 
Superclass
 
- Public Types inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >
typedef
Superclass::BoundaryConditionPointerType 
BoundaryConditionPointerType
 
typedef
Superclass::BoundaryConditionType 
BoundaryConditionType
 
typedef SmartPointer< const SelfConstPointer
 
typedef TInputImage InputImageType
 
typedef InputImageType::IndexType InputIndexType
 
typedef InputImageType::PixelType InputPixelType
 
typedef InputImageType::RegionType InputRegionType
 
typedef InputImageType::SizeType InputSizeType
 
typedef
InternalComplexImageType::Pointer 
InternalComplexImagePointerType
 
typedef Image
< InternalComplexType,
TInputImage::ImageDimension > 
InternalComplexImageType
 
typedef std::complex
< 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< SelfPointer
 
typedef FFTConvolutionImageFilter Self
 
typedef
InputSizeType::SizeValueType 
SizeValueType
 
typedef
ConvolutionImageFilterBase
< TInputImage, TKernelImage,
TOutputImage > 
Superclass
 
- Public Types inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelImage, TOutputImage >
typedef BoundaryConditionTypeBoundaryConditionPointerType
 
typedef ImageBoundaryCondition
< TInputImage > 
BoundaryConditionType
 
typedef SmartPointer< const SelfConstPointer
 
typedef
ZeroFluxNeumannBoundaryCondition
< TInputImage > 
DefaultBoundaryConditionType
 
typedef TInputImage InputImageType
 
typedef InputImageType::IndexType InputIndexType
 
typedef InputImageType::PixelType InputPixelType
 
typedef InputImageType::RegionType InputRegionType
 
typedef InputImageType::SizeType InputSizeType
 
typedef 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< SelfPointer
 
typedef ConvolutionImageFilterBase Self
 
typedef
InputSizeType::SizeValueType 
SizeValueType
 
typedef ImageToImageFilter
< TInputImage, TOutputImage > 
Superclass
 
- Public Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
typedef SmartPointer< const SelfConstPointer
 
typedef
InputImageType::ConstPointer 
InputImageConstPointer
 
typedef InputImageType::PixelType InputImagePixelType
 
typedef InputImageType::Pointer InputImagePointer
 
typedef InputImageType::RegionType InputImageRegionType
 
typedef TInputImage InputImageType
 
typedef
Superclass::OutputImagePixelType 
OutputImagePixelType
 
typedef
Superclass::OutputImageRegionType 
OutputImageRegionType
 
typedef SmartPointer< SelfPointer
 
typedef ImageToImageFilter Self
 
typedef ImageSource< TOutputImage > Superclass
 
- Public Types inherited from itk::ImageSource< TOutputImage >
typedef SmartPointer< const SelfConstPointer
 
typedef
Superclass::DataObjectIdentifierType 
DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef
Superclass::DataObjectPointerArraySizeType 
DataObjectPointerArraySizeType
 
typedef OutputImageType::PixelType OutputImagePixelType
 
typedef OutputImageType::Pointer OutputImagePointer
 
typedef OutputImageType::RegionType OutputImageRegionType
 
typedef TOutputImage OutputImageType
 
typedef SmartPointer< SelfPointer
 
typedef ImageSource Self
 
typedef ProcessObject Superclass
 
- Public Types inherited from itk::ProcessObject
typedef SmartPointer< const SelfConstPointer
 
typedef
DataObject::DataObjectIdentifierType 
DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef std::vector
< DataObjectPointer
DataObjectPointerArray
 
typedef
DataObjectPointerArray::size_type 
DataObjectPointerArraySizeType
 
typedef std::vector
< DataObjectIdentifierType
NameArray
 
typedef SmartPointer< SelfPointer
 
typedef ProcessObject Self
 
typedef Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef LightObject Self
 

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother () const
 
virtual const char * GetNameOfClass () const
 
virtual void SetNoiseVariance (double _arg)
 
virtual double GetNoiseVariance () const
 
- Public Member Functions inherited from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >
virtual void SetKernelZeroMagnitudeThreshold (double _arg)
 
virtual double GetKernelZeroMagnitudeThreshold () const
 
- Public Member Functions inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >
virtual SizeValueType GetSizeGreatestPrimeFactor ()
 
virtual void SetSizeGreatestPrimeFactor (SizeValueType _arg)
 
- Public Member Functions inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelImage, TOutputImage >
virtual void SetBoundaryCondition (BoundaryConditionPointerType _arg)
 
virtual
BoundaryConditionPointerType 
GetBoundaryCondition () const
 
virtual void SetKernelImage (const KernelImageType *input)
 
virtual const KernelImageTypeGetKernelImage () const
 
virtual void SetNormalize (bool _arg)
 
virtual bool GetNormalize () const
 
virtual void NormalizeOn ()
 
virtual void NormalizeOff ()
 
virtual void SetOutputRegionMode (const OutputRegionModeType _arg)
 
virtual OutputRegionModeType GetOutputRegionMode () const
 
virtual void SetOutputRegionModeToSame ()
 
virtual void SetOutputRegionModeToValid ()
 
- Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
const InputImageTypeGetInput () const
 
const InputImageTypeGetInput (unsigned int idx) const
 
virtual void PopBackInput () override
 
virtual void PopFrontInput () override
 
virtual void PushBackInput (const InputImageType *image)
 
virtual void PushFrontInput (const InputImageType *image)
 
virtual void SetInput (const InputImageType *image)
 
virtual void SetInput (unsigned int, const TInputImage *image)
 
virtual void SetCoordinateTolerance (double _arg)
 
virtual double GetCoordinateTolerance () const
 
virtual void SetDirectionTolerance (double _arg)
 
virtual double GetDirectionTolerance () const
 
- Public Member Functions inherited from itk::ImageSource< TOutputImage >
OutputImageTypeGetOutput (unsigned int idx)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *output)
 
OutputImageTypeGetOutput ()
 
const OutputImageTypeGetOutput () const
 
virtual void GraftOutput (DataObject *output)
 
virtual
ProcessObject::DataObjectPointer 
MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) override
 
virtual
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 ()
 
MultiThreader * GetMultiThreader () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
virtual
DataObjectPointerArraySizeType 
GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual const float & GetProgress () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
virtual void PrepareOutputs ()
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
void SetProgress (float progress)
 
virtual void SetReleaseDataFlag (bool flag)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void SetNumberOfThreads (ThreadIdType _arg)
 
virtual const ThreadIdTypeGetNumberOfThreads () const
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
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
 
virtual void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
virtual void SetReferenceCount (int) override
 
virtual void UnRegister () const noexceptoverride
 
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::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 const unsigned int ImageDimension = TInputImage::ImageDimension
 
- Static Public Attributes inherited from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >
static const unsigned int ImageDimension = TInputImage::ImageDimension
 
- Static Public Attributes inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >
static const unsigned int ImageDimension = TInputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelImage, TOutputImage >
static const unsigned int ImageDimension = TInputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static const unsigned int InputImageDimension = TInputImage::ImageDimension
 
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageSource< TOutputImage >
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 

Protected Member Functions

void GenerateData () override
 
virtual void PrintSelf (std::ostream &os, Indent indent) const override
 
 WienerDeconvolutionImageFilter ()
 
 ~WienerDeconvolutionImageFilter ()
 
- Protected Member Functions inherited from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >
 InverseDeconvolutionImageFilter ()
 
 ~InverseDeconvolutionImageFilter ()
 
- Protected Member Functions inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >
void CropOutput (InternalImageType *paddedOutput, ProgressAccumulator *progress, float progressWeight)
 
 FFTConvolutionImageFilter ()
 
void GenerateInputRequestedRegion () override
 
InputSizeType GetPadLowerBound () const
 
InputSizeType GetPadSize () const
 
bool GetXDimensionIsOdd () const
 
void PadInput (const InputImageType *input, InternalImagePointerType &paddedInput, ProgressAccumulator *progress, float progressWeight)
 
void PrepareInput (const InputImageType *input, InternalComplexImagePointerType &preparedInput, ProgressAccumulator *progress, float progressWeight)
 
void PrepareInputs (const InputImageType *input, const KernelImageType *kernel, InternalComplexImagePointerType &preparedInput, InternalComplexImagePointerType &preparedKernel, ProgressAccumulator *progress, float progressWeight)
 
void PrepareKernel (const KernelImageType *kernel, InternalComplexImagePointerType &preparedKernel, ProgressAccumulator *progress, float progressWeight)
 
void ProduceOutput (InternalComplexImageType *paddedOutput, ProgressAccumulator *progress, float progressWeight)
 
void TransformPaddedInput (const InternalImageType *paddedInput, InternalComplexImagePointerType &transformedInput, ProgressAccumulator *progress, float progressWeight)
 
 ~FFTConvolutionImageFilter ()
 
- Protected Member Functions inherited from itk::ConvolutionImageFilterBase< TInputImage, TKernelImage, TOutputImage >
 ConvolutionImageFilterBase ()
 
void GenerateOutputInformation () override
 
OutputRegionType GetValidRegion () const
 
virtual void VerifyInputInformation () override
 
 ~ConvolutionImageFilterBase ()
 
- Protected Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
virtual void CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)
 
virtual void CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)
 
 ImageToImageFilter ()
 
 ~ImageToImageFilter ()
 
void PushBackInput (const DataObject *input) override
 
void PushFrontInput (const DataObject *input) override
 
- Protected Member Functions inherited from itk::ImageSource< TOutputImage >
virtual void AfterThreadedGenerateData ()
 
virtual void AllocateOutputs ()
 
virtual void BeforeThreadedGenerateData ()
 
virtual const
ImageRegionSplitterBase
GetImageRegionSplitter () const
 
 ImageSource ()
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)
 
virtual void ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId)
 
virtual ~ImageSource ()
 
- Protected Member Functions inherited from itk::ProcessObject
virtual void AddInput (DataObject *input)
 
virtual void AddOutput (DataObject *output)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredInputs () const
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredOutputs () const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
 itkLegacyMacro (virtual void RemoveOutput(DataObject *output))
 
 itkLegacyMacro (void SetNumberOfOutputs(DataObjectPointerArraySizeType num))
 
 itkLegacyMacro (virtual void RemoveInput(DataObject *input))
 
 itkLegacyMacro (void SetNumberOfInputs(DataObjectPointerArraySizeType num))
 
DataObjectPointerArraySizeType MakeIndexFromInputName (const DataObjectIdentifierType &name) const
 
DataObjectPointerArraySizeType MakeIndexFromOutputName (const DataObjectIdentifierType &name) const
 
DataObjectIdentifierType MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectIdentifierType MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const
 
 ProcessObject ()
 
virtual void PropagateResetPipeline ()
 
virtual void ReleaseInputs ()
 
virtual void RemoveInput (const DataObjectIdentifierType &key)
 
virtual void RemoveInput (DataObjectPointerArraySizeType)
 
virtual void RemoveOutput (const DataObjectIdentifierType &key)
 
virtual void RemoveOutput (DataObjectPointerArraySizeType idx)
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
virtual void RestoreInputReleaseDataFlags ()
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetNthInput (DataObjectPointerArraySizeType num, DataObject *input)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual void SetOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void SetPrimaryInput (DataObject *input)
 
virtual void SetPrimaryOutput (DataObject *output)
 
void SetRequiredInputNames (const NameArray &)
 
virtual void VerifyPreconditions ()
 
 ~ProcessObject ()
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName (void) const
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName (void) const
 
DataObjectGetOutput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () const
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
virtual ~Object ()
 
- Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer InternalClone () const
 
 LightObject ()
 
virtual void PrintHeader (std::ostream &os, Indent indent) const
 
virtual void PrintTrailer (std::ostream &os, Indent indent) const
 
virtual ~LightObject ()
 

Private Member Functions

void operator= (const Self &) ITK_DELETE_FUNCTION
 
 WienerDeconvolutionImageFilter (const Self &) ITK_DELETE_FUNCTION
 

Private Attributes

double m_NoiseVariance
 

Additional Inherited Members

- Protected Types inherited from itk::FFTConvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >
typedef
RealToHalfHermitianForwardFFTImageFilter
< InternalImageType,
InternalComplexImageType
FFTFilterType
 
typedef
HalfHermitianToRealInverseFFTImageFilter
< InternalComplexImageType,
InternalImageType
IFFTFilterType
 
- Protected Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
typedef
ImageToImageFilterDetail::ImageRegionCopier
< itkGetStaticConstMacro(OutputImageDimension),
itkGetStaticConstMacro(InputImageDimension) > 
InputToOutputRegionCopierType
 
typedef
ImageToImageFilterDetail::ImageRegionCopier
< itkGetStaticConstMacro(InputImageDimension),
itkGetStaticConstMacro(OutputImageDimension) > 
OutputToInputRegionCopierType
 
- Static Protected Member Functions inherited from itk::ImageSource< TOutputImage >
static const
ImageRegionSplitterBase
GetGlobalDefaultSplitter ()
 
static ITK_THREAD_RETURN_TYPE ThreaderCallback (void *arg)
 
- Protected Attributes inherited from itk::ProcessObject
TimeStamp m_OutputInformationMTime
 
bool m_Updating
 
- Protected Attributes inherited from itk::LightObject
AtomicInt< int > m_ReferenceCount
 

Member Typedef Documentation

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef SmartPointer< const Self > itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::ConstPointer

Definition at line 85 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef TInputImage itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputImageType

Definition at line 97 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::InputIndexType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputIndexType

Definition at line 103 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::InputPixelType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputPixelType

Definition at line 100 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::InputRegionType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputRegionType

Definition at line 110 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::InputSizeType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InputSizeType

Definition at line 106 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::InternalComplexImagePointerType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalComplexImagePointerType

Definition at line 119 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::InternalComplexImageType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalComplexImageType

Definition at line 118 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::InternalComplexType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalComplexType

Definition at line 117 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::InternalImagePointerType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalImagePointerType

Definition at line 116 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::InternalImageType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::InternalImageType

Internal image types.

Definition at line 115 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef TKernelImage itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelImageType

Definition at line 99 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::KernelIndexType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelIndexType

Definition at line 105 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::KernelPixelType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelPixelType

Definition at line 102 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::KernelRegionType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelRegionType

Definition at line 112 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::KernelSizeType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::KernelSizeType

Definition at line 108 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef TOutputImage itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputImageType

Definition at line 98 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::OutputIndexType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputIndexType

Definition at line 104 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::OutputPixelType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputPixelType

Definition at line 101 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::OutputRegionType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputRegionType

Definition at line 111 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::OutputSizeType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::OutputSizeType

Definition at line 107 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef SmartPointer< Self > itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::Pointer

Definition at line 84 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef WienerDeconvolutionImageFilter itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::Self

Definition at line 79 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef Superclass::SizeValueType itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::SizeValueType

Definition at line 109 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
typedef InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision > itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::Superclass

Definition at line 83 of file itkWienerDeconvolutionImageFilter.h.

Constructor & Destructor Documentation

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::WienerDeconvolutionImageFilter ( )
protected
template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::~WienerDeconvolutionImageFilter ( )
inlineprotected

Definition at line 129 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::WienerDeconvolutionImageFilter ( const Self )
private

Member Function Documentation

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
virtual::itk::LightObject::Pointer itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::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::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
void itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::GenerateData ( )
overrideprotectedvirtual

This filter uses a minipipeline to compute the output.

Reimplemented from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
virtual const char* itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::GetNameOfClass ( ) const
virtual

Run-time type information ( and related methods )

Reimplemented from itk::InverseDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
virtual double itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::GetNoiseVariance ( ) const
virtual

Set/get the variance of the zero-mean Gaussian white noise assumed to be added to the input.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
static Pointer itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::New ( )
static

Method for creation through the object factory.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
void itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::operator= ( const Self )
private
template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
virtual void itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
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 >.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
virtual void itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::SetNoiseVariance ( double  _arg)
virtual

Set/get the variance of the zero-mean Gaussian white noise assumed to be added to the input.

Member Data Documentation

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
const unsigned int itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::ImageDimension = TInputImage::ImageDimension
static

Dimensionality of input and output data is assumed to be the same.

Definition at line 95 of file itkWienerDeconvolutionImageFilter.h.

template<typename TInputImage , typename TKernelImage = TInputImage, typename TOutputImage = TInputImage, typename TInternalPrecision = double>
double itk::WienerDeconvolutionImageFilter< TInputImage, TKernelImage, TOutputImage, TInternalPrecision >::m_NoiseVariance
private

Definition at line 140 of file itkWienerDeconvolutionImageFilter.h.


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