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 ()
virtual	~TotalVariationDenoisingImageFilter ()
void	PrintSelf (std::ostream &os, Indent indent) const
void	GenerateData ()

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 40 of file itkTotalVariationDenoisingImageFilter.h.

Member Typedef Documentation

template<class TInputImage , class TOutputImage >

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

Definition at line 74 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Definition at line 55 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Definition at line 67 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Convenient typedefs for simplifying declarations.

Definition at line 48 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Image typedef support.

Definition at line 61 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Definition at line 70 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Definition at line 68 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Definition at line 49 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Definition at line 65 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Definition at line 54 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Standard class typedefs.

Definition at line 52 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Definition at line 72 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

Definition at line 53 of file itkTotalVariationDenoisingImageFilter.h.

Constructor & Destructor Documentation

template<class TInputImage , class TOutputImage >

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

protected

template<class TInputImage , class TOutputImage >

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

inlineprotectedvirtual

Definition at line 84 of file itkTotalVariationDenoisingImageFilter.h.

Member Function Documentation

template<class TInputImage , class TOutputImage >

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

(

)

const

template<class TInputImage , class TOutputImage >

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

protected

template<class TInputImage , class TOutputImage >

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

virtual

Run-time type information (and related methods).

template<class TInputImage , class TOutputImage >

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

virtual

template<class TInputImage , class TOutputImage >

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

virtual

template<class TInputImage , class TOutputImage >

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

Extract dimension from input and output image.

template<class TInputImage , class TOutputImage >

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

template<class TInputImage , class TOutputImage >

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

static

Method for creation through the object factory.

template<class TInputImage , class TOutputImage >

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

protected

template<class TInputImage , class TOutputImage >

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

virtual

template<class TInputImage , class TOutputImage >

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

virtual

Member Data Documentation

template<class TInputImage , class TOutputImage >

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

protected

Definition at line 89 of file itkTotalVariationDenoisingImageFilter.h.

template<class TInputImage , class TOutputImage >

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

protected

Definition at line 91 of file itkTotalVariationDenoisingImageFilter.h.

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

• itkTotalVariationDenoisingImageFilter.h