rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence > Class Template Reference

#include <rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h>

Inheritance diagram for rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >:

Collaboration diagram for rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >:

Public Types
using	CastFilterType = itk::CastImageFilter< TImage, TImageSequence >
using	ConstantImageSourceType = rtk::ConstantImageSource< TImageSequence >
using	ExtractFilterType = itk::ExtractImageFilter< TImageSequence, TImage >
using	PasteFilterType = itk::PasteImageFilter< TImageSequence, TImageSequence >
using	Pointer = itk::SmartPointer< Self >
using	Self = DaubechiesWaveletsDenoiseSequenceImageFilter
using	Superclass = itk::ImageToImageFilter< TImageSequence, TImageSequence >
using	TImage = itk::Image< typename TImageSequence::PixelType, TImageSequence::ImageDimension - 1 >
using	WaveletsDenoisingFilterType = rtk::DeconstructSoftThresholdReconstructImageFilter< TImage >

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother () const
virtual const char *	GetNameOfClass () const
virtual unsigned int	GetNumberOfLevels ()
virtual void	SetNumberOfLevels (unsigned int _arg)
virtual unsigned int	GetOrder ()
virtual void	SetOrder (unsigned int _arg)
virtual float	GetThreshold ()
virtual void	SetThreshold (float _arg)

Static Public Member Functions
static Pointer	New ()

Protected Member Functions
	DaubechiesWaveletsDenoiseSequenceImageFilter ()
void	GenerateData () override
void	GenerateInputRequestedRegion () override
void	GenerateOutputInformation () override
	~DaubechiesWaveletsDenoiseSequenceImageFilter () override=default

Protected Attributes
CastFilterType::Pointer	m_CastFilter
ConstantImageSourceType::Pointer	m_ConstantSource
TImageSequence::RegionType	m_ExtractAndPasteRegion
ExtractFilterType::Pointer	m_ExtractFilter
unsigned int	m_NumberOfLevels { 3 }
unsigned int	m_Order { 5 }
PasteFilterType::Pointer	m_PasteFilter
float	m_Threshold { 1 }
WaveletsDenoisingFilterType::Pointer	m_WaveletsDenoisingFilter

Detailed Description

template<typename TImageSequence>
class rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >

Applies 3D Daubechies wavelets denoising to a 3D + time sequence of images.

Most of the work in this filter is performed by the underlying rtkDeconstructSoftThresholdReconstructImageFilter

Test:

rtkfourdroostertest.cxx

Author

Cyril Mory

Definition at line 74 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

Member Typedef Documentation

CastFilterType

template<typename TImageSequence >

using rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::CastFilterType = itk::CastImageFilter<TImage, TImageSequence>

Definition at line 116 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

ConstantImageSourceType

template<typename TImageSequence >

using rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::ConstantImageSourceType = rtk::ConstantImageSource<TImageSequence>

Definition at line 117 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

ExtractFilterType

template<typename TImageSequence >

using rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::ExtractFilterType = itk::ExtractImageFilter<TImageSequence, TImage>

Definition at line 114 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

PasteFilterType

template<typename TImageSequence >

using rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::PasteFilterType = itk::PasteImageFilter<TImageSequence, TImageSequence>

Definition at line 115 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

Pointer

template<typename TImageSequence >

using rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::Pointer = itk::SmartPointer<Self>

Definition at line 83 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

Self

template<typename TImageSequence >

using rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::Self = DaubechiesWaveletsDenoiseSequenceImageFilter

Standard class type alias.

Definition at line 81 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

Superclass

template<typename TImageSequence >

using rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::Superclass = itk::ImageToImageFilter<TImageSequence, TImageSequence>

Definition at line 82 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

TImage

template<typename TImageSequence >

using rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::TImage = itk::Image<typename TImageSequence::PixelType, TImageSequence::ImageDimension - 1>

Typedefs of internal filters

Definition at line 112 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

WaveletsDenoisingFilterType

template<typename TImageSequence >

using rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::WaveletsDenoisingFilterType = rtk::DeconstructSoftThresholdReconstructImageFilter<TImage>

Definition at line 113 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

Constructor & Destructor Documentation

DaubechiesWaveletsDenoiseSequenceImageFilter()

template<typename TImageSequence >

rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::DaubechiesWaveletsDenoiseSequenceImageFilter ( )

protected

~DaubechiesWaveletsDenoiseSequenceImageFilter()

template<typename TImageSequence >

rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::~DaubechiesWaveletsDenoiseSequenceImageFilter ( )

overrideprotecteddefault

Member Function Documentation

CreateAnother()

template<typename TImageSequence >

virtual::itk::LightObject::Pointer rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::CreateAnother ( ) const

virtual

Reimplemented from itk::Object.

GenerateData()

template<typename TImageSequence >

void rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::GenerateData ( )

overrideprotectedvirtual

Does the real work.

Reimplemented from itk::ImageSource< TOutputImage >.

GenerateInputRequestedRegion()

template<typename TImageSequence >

void rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::GenerateInputRequestedRegion ( )

overrideprotectedvirtual

Reimplemented from itk::ProcessObject.

GenerateOutputInformation()

template<typename TImageSequence >

void rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::GenerateOutputInformation ( )

overrideprotectedvirtual

Reimplemented from itk::ProcessObject.

GetNameOfClass()

template<typename TImageSequence >

virtual const char* rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

Reimplemented from itk::ImageSource< TOutputImage >.

GetNumberOfLevels()

template<typename TImageSequence >

virtual unsigned int rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::GetNumberOfLevels ( )

virtual

Set the number of levels of the deconstruction and reconstruction

GetOrder()

template<typename TImageSequence >

virtual unsigned int rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::GetOrder ( )

virtual

Sets the order of the Daubechies wavelet used to deconstruct/reconstruct the image pyramid

GetThreshold()

template<typename TImageSequence >

virtual float rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::GetThreshold ( )

virtual

Sets the threshold used in soft thresholding

New()

template<typename TImageSequence >

static Pointer rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::New ( )

static

Method for creation through the object factory.

SetNumberOfLevels()

template<typename TImageSequence >

virtual void rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::SetNumberOfLevels ( unsigned int  _arg )

virtual

Set the number of levels of the deconstruction and reconstruction

SetOrder()

template<typename TImageSequence >

virtual void rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::SetOrder ( unsigned int  _arg )

virtual

Sets the order of the Daubechies wavelet used to deconstruct/reconstruct the image pyramid

SetThreshold()

template<typename TImageSequence >

virtual void rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::SetThreshold ( float  _arg )

virtual

Sets the threshold used in soft thresholding

Member Data Documentation

m_CastFilter

template<typename TImageSequence >

CastFilterType::Pointer rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_CastFilter

protected

Definition at line 136 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

m_ConstantSource

template<typename TImageSequence >

ConstantImageSourceType::Pointer rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_ConstantSource

protected

Definition at line 137 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

m_ExtractAndPasteRegion

template<typename TImageSequence >

TImageSequence::RegionType rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_ExtractAndPasteRegion

protected

Extraction regions for both extract filters

Definition at line 140 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

m_ExtractFilter

template<typename TImageSequence >

ExtractFilterType::Pointer rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_ExtractFilter

protected

Definition at line 134 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

m_NumberOfLevels

template<typename TImageSequence >

unsigned int rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_NumberOfLevels { 3 }

protected

Definition at line 145 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

m_Order

template<typename TImageSequence >

unsigned int rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_Order { 5 }

protected

Information for the wavelets denoising filter

Definition at line 143 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

m_PasteFilter

template<typename TImageSequence >

PasteFilterType::Pointer rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_PasteFilter

protected

Definition at line 135 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

m_Threshold

template<typename TImageSequence >

float rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_Threshold { 1 }

protected

Definition at line 144 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

m_WaveletsDenoisingFilter

template<typename TImageSequence >

WaveletsDenoisingFilterType::Pointer rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_WaveletsDenoisingFilter

protected

Member pointers to the filters used internally (for convenience)

Definition at line 133 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

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

• rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h