rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence > Class Template Reference

#include <rtkTotalVariationDenoiseSequenceImageFilter.h>

Inheritance diagram for rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >:

Collaboration diagram for rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >:

Public Types
using	CastFilterType = itk::CastImageFilter< ImageType, TImageSequence >
using	ConstantImageSourceType = rtk::ConstantImageSource< TImageSequence >
using	CPUImageSequenceType = typename itk::Image< typename TImageSequence::PixelType, TImageSequence::ImageDimension >
using	ExtractFilterType = itk::ExtractImageFilter< TImageSequence, ImageType >
using	ImageType = typename TImageSequence::template RebindImageType< typename TImageSequence::PixelType, TImageSequence::ImageDimension - 1 >
using	PasteFilterType = itk::PasteImageFilter< TImageSequence, TImageSequence >
using	Pointer = itk::SmartPointer< Self >
using	Self = TotalVariationDenoiseSequenceImageFilter
using	Superclass = itk::ImageToImageFilter< TImageSequence, TImageSequence >
using	TVDenoisingFilterType = typename std::conditional_t< std::is_same_v< TImageSequence, CPUImageSequenceType >, TotalVariationDenoisingBPDQImageFilter< ImageType >, CudaTotalVariationDenoisingBPDQImageFilter >

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother () const
const char *	GetNameOfClass () const override
virtual int	GetNumberOfIterations ()
void	SetDimensionsProcessed (bool *arg)
virtual void	SetNumberOfIterations (int _arg)
virtual double	GetGamma ()
virtual void	SetGamma (double _arg)

Static Public Member Functions
static Pointer	New ()

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

Protected Attributes
CastFilterType::Pointer	m_CastFilter
ConstantImageSourceType::Pointer	m_ConstantSource
bool	m_DimensionsProcessed [ImageType::ImageDimension]
TImageSequence::RegionType	m_ExtractAndPasteRegion
ExtractFilterType::Pointer	m_ExtractFilter
double	m_Gamma { 1. }
int	m_NumberOfIterations { 1 }
PasteFilterType::Pointer	m_PasteFilter
TVDenoisingFilterType::Pointer	m_TVDenoisingFilter

Detailed Description

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

Applies 3D total variation denoising to a 3D + time sequence of images.

Most of the work in this filter is performed by the underlying rtkTotalVariationDenoisingBPDQImageFilter or its CUDA version

Test:

rtkfourdroostertest.cxx

Author

Cyril Mory

Definition at line 79 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

Member Typedef Documentation

CastFilterType

template<typename TImageSequence >

using rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::CastFilterType = itk::CastImageFilter<ImageType, TImageSequence>

Definition at line 120 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

ConstantImageSourceType

template<typename TImageSequence >

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

Definition at line 121 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

CPUImageSequenceType

template<typename TImageSequence >

using rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::CPUImageSequenceType = typename itk::Image<typename TImageSequence::PixelType, TImageSequence::ImageDimension>

SFINAE type alias, depending on whether a CUDA image is used.

Definition at line 108 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

ExtractFilterType

template<typename TImageSequence >

using rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::ExtractFilterType = itk::ExtractImageFilter<TImageSequence, ImageType>

Definition at line 118 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

ImageType

template<typename TImageSequence >

using rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::ImageType = typename TImageSequence::template RebindImageType<typename TImageSequence::PixelType, TImageSequence::ImageDimension - 1>

Definition at line 110 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

PasteFilterType

template<typename TImageSequence >

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

Definition at line 119 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

Pointer

template<typename TImageSequence >

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

Definition at line 88 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

Self

template<typename TImageSequence >

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

Standard class type alias.

Definition at line 86 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

Superclass

template<typename TImageSequence >

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

Definition at line 87 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

TVDenoisingFilterType

template<typename TImageSequence >

using rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::TVDenoisingFilterType = typename std::conditional_t<std::is_same_v<TImageSequence, CPUImageSequenceType>, TotalVariationDenoisingBPDQImageFilter<ImageType>, CudaTotalVariationDenoisingBPDQImageFilter>

Definition at line 114 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

Constructor & Destructor Documentation

TotalVariationDenoiseSequenceImageFilter()

template<typename TImageSequence >

rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::TotalVariationDenoiseSequenceImageFilter ( )

protected

~TotalVariationDenoiseSequenceImageFilter()

template<typename TImageSequence >

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

overrideprotecteddefault

Member Function Documentation

CreateAnother()

template<typename TImageSequence >

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

virtual

Reimplemented from itk::Object.

GenerateData()

template<typename TImageSequence >

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

overrideprotectedvirtual

Does the real work.

Reimplemented from itk::ProcessObject.

GenerateInputRequestedRegion()

template<typename TImageSequence >

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

overrideprotectedvirtual

Reimplemented from itk::ProcessObject.

GenerateOutputInformation()

template<typename TImageSequence >

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

overrideprotectedvirtual

Reimplemented from itk::ProcessObject.

GetGamma()

template<typename TImageSequence >

virtual double rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::GetGamma ( )

virtual

Set/Get for the TotalVariationDenoisingBPDQImageFilter

GetNameOfClass()

template<typename TImageSequence >

const char* rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::GetNameOfClass ( ) const

overridevirtual

Run-time type information (and related methods).

Reimplemented from itk::ProcessObject.

GetNumberOfIterations()

template<typename TImageSequence >

virtual int rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::GetNumberOfIterations ( )

virtual

New()

template<typename TImageSequence >

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

static

Method for creation through the object factory.

SetDimensionsProcessed()

template<typename TImageSequence >

void rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::SetDimensionsProcessed

(

bool *

arg

)

SetGamma()

template<typename TImageSequence >

virtual void rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::SetGamma ( double  _arg )

virtual

Set/Get for the TotalVariationDenoisingBPDQImageFilter

SetNumberOfIterations()

template<typename TImageSequence >

virtual void rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::SetNumberOfIterations ( int  _arg )

virtual

Member Data Documentation

m_CastFilter

template<typename TImageSequence >

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

protected

Definition at line 140 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

m_ConstantSource

template<typename TImageSequence >

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

protected

Definition at line 141 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

m_DimensionsProcessed

template<typename TImageSequence >

bool rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::m_DimensionsProcessed[ImageType::ImageDimension]

protected

Definition at line 149 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

m_ExtractAndPasteRegion

template<typename TImageSequence >

TImageSequence::RegionType rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::m_ExtractAndPasteRegion

protected

Extraction regions for both extract filters

Definition at line 144 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

m_ExtractFilter

template<typename TImageSequence >

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

protected

Definition at line 138 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

m_Gamma

template<typename TImageSequence >

double rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::m_Gamma { 1. }

protected

Information for the total variation denoising filter

Definition at line 147 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

m_NumberOfIterations

template<typename TImageSequence >

int rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::m_NumberOfIterations { 1 }

protected

Definition at line 148 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

m_PasteFilter

template<typename TImageSequence >

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

protected

Definition at line 139 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

m_TVDenoisingFilter

template<typename TImageSequence >

TVDenoisingFilterType::Pointer rtk::TotalVariationDenoiseSequenceImageFilter< TImageSequence >::m_TVDenoisingFilter

protected

Member pointers to the filters used internally (for convenience)

Definition at line 137 of file rtkTotalVariationDenoiseSequenceImageFilter.h.

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

• rtkTotalVariationDenoiseSequenceImageFilter.h