RTK  2.1.0
Reconstruction Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | Protected Attributes | List of all members
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

dot_inline_dotgraph_7.png
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>

◆ ConstantImageSourceType

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

◆ ExtractFilterType

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

◆ PasteFilterType

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

◆ Pointer

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

◆ Self

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

Standard class type alias.

Definition at line 80 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

◆ Superclass

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

◆ TImage

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

Typedefs of internal filters

Definition at line 106 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

◆ WaveletsDenoisingFilterType

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

◆ m_ConstantSource

template<typename TImageSequence >
ConstantImageSourceType::Pointer rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_ConstantSource
protected

◆ m_ExtractAndPasteRegion

template<typename TImageSequence >
TImageSequence::RegionType rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_ExtractAndPasteRegion
protected

Extraction regions for both extract filters

Definition at line 134 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

◆ m_ExtractFilter

template<typename TImageSequence >
ExtractFilterType::Pointer rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_ExtractFilter
protected

◆ m_NumberOfLevels

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

◆ m_Order

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

Information for the wavelets denoising filter

Definition at line 137 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.

◆ m_PasteFilter

template<typename TImageSequence >
PasteFilterType::Pointer rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_PasteFilter
protected

◆ m_Threshold

template<typename TImageSequence >
float rtk::DaubechiesWaveletsDenoiseSequenceImageFilter< TImageSequence >::m_Threshold { 1 }
protected

◆ 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 127 of file rtkDaubechiesWaveletsDenoiseSequenceImageFilter.h.


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