itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage > Class Template Reference

Applies a total variation denoising filter to an image. More...

#include <itkTotalVariationDenoisingImageFilter.h>

Inheritance diagram for itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >:

Collaboration diagram for itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >:

Public Types
typedef TInputImage	InputImageType
typedef TOutputImage	OutputImageType
typedef TotalVariationDenoisingImageFilter	Self
typedef ImageToImageFilter< InputImageType, OutputImageType >	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef InputImageType::PixelType	InputPixelType
typedef OutputImageType::PixelType	OutputPixelType
typedef InputImageType::RegionType	InputImageRegionType
typedef OutputImageType::RegionType	OutputImageRegionType
typedef InputImageType::SizeType	InputSizeType
typedef TotalVariationSingleIterationImageFilter< TOutputImage, TOutputImage >	SingleIterationFilterType
typedef itk::CastImageFilter< TInputImage, TOutputImage >	CastType

Public Member Functions
	itkStaticConstMacro (InputImageDimension, unsigned int, TInputImage::ImageDimension)
	itkStaticConstMacro (OutputImageDimension, unsigned int, TOutputImage::ImageDimension)
Pointer	Clone () const
virtual const char *	GetClassName () const
virtual void	SetLambda (double _arg)
virtual double	GetLambda ()
virtual void	SetNumberIterations (int _arg)
virtual int	GetNumberIterations ()

Static Public Member Functions
static Pointer	New ()

Protected Member Functions
	TotalVariationDenoisingImageFilter ()
	~TotalVariationDenoisingImageFilter () override
void	PrintSelf (std::ostream &os, Indent indent) const override
void	GenerateData () override

Protected Attributes
double	m_Lambda
int	m_NumberIterations

Detailed Description

template<class TInputImage, class TOutputImage>
class itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >

Applies a total variation denoising filter to an image.

Reference: Tony F. Chan et al., The digital TV filter and nonlinear denoising

See also

Image

Neighborhood

NeighborhoodOperator

NeighborhoodIterator

Definition at line 36 of file itkTotalVariationDenoisingImageFilter.h.

Member Typedef Documentation

CastType

template<class TInputImage , class TOutputImage >

typedef itk::CastImageFilter<TInputImage, TOutputImage> itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::CastType

Definition at line 71 of file itkTotalVariationDenoisingImageFilter.h.

ConstPointer

template<class TInputImage , class TOutputImage >

typedef SmartPointer<const Self> itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::ConstPointer

Definition at line 51 of file itkTotalVariationDenoisingImageFilter.h.

InputImageRegionType

template<class TInputImage , class TOutputImage >

typedef InputImageType::RegionType itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::InputImageRegionType

Definition at line 64 of file itkTotalVariationDenoisingImageFilter.h.

InputImageType

template<class TInputImage , class TOutputImage >

typedef TInputImage itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::InputImageType

Convenient typedefs for simplifying declarations.

Definition at line 44 of file itkTotalVariationDenoisingImageFilter.h.

InputPixelType

template<class TInputImage , class TOutputImage >

typedef InputImageType::PixelType itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::InputPixelType

Image typedef support.

Definition at line 58 of file itkTotalVariationDenoisingImageFilter.h.

InputSizeType

template<class TInputImage , class TOutputImage >

typedef InputImageType::SizeType itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::InputSizeType

Definition at line 67 of file itkTotalVariationDenoisingImageFilter.h.

OutputImageRegionType

template<class TInputImage , class TOutputImage >

typedef OutputImageType::RegionType itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::OutputImageRegionType

Definition at line 65 of file itkTotalVariationDenoisingImageFilter.h.

OutputImageType

template<class TInputImage , class TOutputImage >

typedef TOutputImage itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::OutputImageType

Definition at line 45 of file itkTotalVariationDenoisingImageFilter.h.

OutputPixelType

template<class TInputImage , class TOutputImage >

typedef OutputImageType::PixelType itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::OutputPixelType

Definition at line 62 of file itkTotalVariationDenoisingImageFilter.h.

Pointer

template<class TInputImage , class TOutputImage >

typedef SmartPointer<Self> itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::Pointer

Definition at line 50 of file itkTotalVariationDenoisingImageFilter.h.

Self

template<class TInputImage , class TOutputImage >

typedef TotalVariationDenoisingImageFilter itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::Self

Standard class typedefs.

Definition at line 48 of file itkTotalVariationDenoisingImageFilter.h.

SingleIterationFilterType

template<class TInputImage , class TOutputImage >

typedef TotalVariationSingleIterationImageFilter<TOutputImage, TOutputImage> itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::SingleIterationFilterType

Definition at line 69 of file itkTotalVariationDenoisingImageFilter.h.

Superclass

template<class TInputImage , class TOutputImage >

typedef ImageToImageFilter<InputImageType, OutputImageType> itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::Superclass

Definition at line 49 of file itkTotalVariationDenoisingImageFilter.h.

Constructor & Destructor Documentation

TotalVariationDenoisingImageFilter()

template<class TInputImage , class TOutputImage >

itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::TotalVariationDenoisingImageFilter ( )

protected

~TotalVariationDenoisingImageFilter()

template<class TInputImage , class TOutputImage >

itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::~TotalVariationDenoisingImageFilter ( )

inlineoverrideprotected

Definition at line 81 of file itkTotalVariationDenoisingImageFilter.h.

Member Function Documentation

Clone()

template<class TInputImage , class TOutputImage >

Pointer itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::Clone

(

)

const

GenerateData()

template<class TInputImage , class TOutputImage >

void itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::GenerateData ( )

overrideprotected

GetClassName()

template<class TInputImage , class TOutputImage >

virtual const char* itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::GetClassName ( ) const

virtual

Run-time type information (and related methods).

GetLambda()

template<class TInputImage , class TOutputImage >

virtual double itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::GetLambda ( )

virtual

GetNumberIterations()

template<class TInputImage , class TOutputImage >

virtual int itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::GetNumberIterations ( )

virtual

itkStaticConstMacro() [1/2]

template<class TInputImage , class TOutputImage >

itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::itkStaticConstMacro	(	InputImageDimension	,
		unsigned int	,
		TInputImage::ImageDimension
	)

Extract dimension from input and output image.

itkStaticConstMacro() [2/2]

template<class TInputImage , class TOutputImage >

itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::itkStaticConstMacro	(	OutputImageDimension	,
		unsigned int	,
		TOutputImage::ImageDimension
	)

New()

template<class TInputImage , class TOutputImage >

static Pointer itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::New ( )

static

Method for creation through the object factory.

PrintSelf()

template<class TInputImage , class TOutputImage >

void itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::PrintSelf ( std::ostream &  os, Indent  indent  ) const

overrideprotected

SetLambda()

template<class TInputImage , class TOutputImage >

virtual void itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::SetLambda ( double  _arg )

virtual

SetNumberIterations()

template<class TInputImage , class TOutputImage >

virtual void itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::SetNumberIterations ( int  _arg )

virtual

Member Data Documentation

m_Lambda

template<class TInputImage , class TOutputImage >

double itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::m_Lambda

protected

Definition at line 86 of file itkTotalVariationDenoisingImageFilter.h.

m_NumberIterations

template<class TInputImage , class TOutputImage >

int itk::TotalVariationDenoisingImageFilter< TInputImage, TOutputImage >::m_NumberIterations

protected

Definition at line 88 of file itkTotalVariationDenoisingImageFilter.h.

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

• itkTotalVariationDenoisingImageFilter.h