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

#include <itkIsotropicFourthOrderLevelSetImageFilter.h>

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

[legend]Collaboration diagram for itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >:

[legend]List of all members.

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Detailed Description

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

This class implements the 4th-order level set isotropic diffusion (smoothing) PDE.

INPUT and OUTPUT

This is a volume to volume filter; however, it is meant to process (smooth) surfaces. The input surface is an isosurface of the input volume. The isosurface value to be processed can be set by calling SetIsoSurfaceValue (default is 0). The output surface is the 0-isosurface of the output volume, regardless of the input isosurface value. To visualize the input/output surfaces to this filter a mesh extraction method such as marching cubes can be used.

The 4th-order level set PDE framework is proposed as an alternative to 2nd order PDEs. By order we mean the order of differentiation of the level set image function required to compute derivatives for updating the image. For instance, the popular curvature flow uses 2nd-order derivatives of the level set image; hence, it is a 2nd order PDE.

2nd-order curvature flow can be used by itself to smooth surfaces as a post-processing filter or it can be used with other PDE terms such as a Canny edge term that attracts the surface to strong edges in a data image. Curvature flow smoothes surfaces by making the surface move in the direction that will decrease surface area.

The 4th-order PDE framework provides an improvement over curvature flow. Instead of making the surface move to decrease surface area it makes the surface move to decrease total curvature. Similar to curvature flow, these PDEs can be used alone or in conjunction with data terms. The 4th-order PDE framework is implemented in SparseFieldFourthOrderLevelSetImageFilter. This filter class, which is derived from that, uses the 4th-order PDE by itself to implement an isotropic surface smoothing algorithm. A feature preserving anisotropic variant of this algorithm is implemented in AnisotropicFourthOrderLevelSetImageFilter.

PARAMETERS

As mentioned before, the IsoSurfaceValue parameter chooses which isosurface of the input to process. The MaxFilterIterations parameter determine the number of iterations for which this filter will run. The more iterations, the more smoothing.

Definition at line 73 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer
typedef LevelSetFunctionWithRefitTerm< TOutputImage, SparseImageType >	FunctionType
typedef SmartPointer< Self >	Pointer
typedef FunctionType::RadiusType	RadiusType
typedef IsotropicFourthOrderLevelSetImageFilter	Self
typedef Superclass::SparseImageType	SparseImageType
typedef SparseFieldFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >	Superclass
Public Member Functions
virtual unsigned int	GetMaxFilterIteration ()
virtual const char *	GetNameOfClass () const
virtual void	SetMaxFilterIteration (unsigned int _arg)
Static Public Member Functions
static Pointer	New ()
Protected Member Functions
This filter halts when the iteration count reaches the specified count *virtual bool	Halt ()
	IsotropicFourthOrderLevelSetImageFilter ()
virtual void	PrintSelf (std::ostream &os, Indent indent) const
	~IsotropicFourthOrderLevelSetImageFilter ()
Protected Attributes
FunctionType::Pointer	m_Function
unsigned int	m_MaxFilterIteration

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Member Typedef Documentation

template<class TInputImage, class TOutputImage> typedef SmartPointer<const Self> itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::ConstPointer

Definition at line 83 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

template<class TInputImage, class TOutputImage> typedef LevelSetFunctionWithRefitTerm<TOutputImage,SparseImageType> itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::FunctionType

The level set function class with a refit term that forces the curvature of the moving front to match a prescribed curvature image. Definition at line 97 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

template<class TInputImage, class TOutputImage> typedef SmartPointer<Self> itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::Pointer

Definition at line 82 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

template<class TInputImage, class TOutputImage> typedef FunctionType::RadiusType itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::RadiusType

The radius type for the neighborhoods. Definition at line 100 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

template<class TInputImage, class TOutputImage> typedef IsotropicFourthOrderLevelSetImageFilter itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::Self

Standard class typedefs Definition at line 79 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

template<class TInputImage, class TOutputImage> typedef Superclass::SparseImageType itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::SparseImageType

The sparse image type used in LevelSetFunctionWithRefitTerm Definition at line 90 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

template<class TInputImage, class TOutputImage> typedef SparseFieldFourthOrderLevelSetImageFilter<TInputImage, TOutputImage> itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::Superclass

Definition at line 81 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

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Constructor & Destructor Documentation

template<class TInputImage, class TOutputImage> itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::IsotropicFourthOrderLevelSetImageFilter (   )  [protected]

template<class TInputImage, class TOutputImage> itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::~IsotropicFourthOrderLevelSetImageFilter (   )  [inline, protected]

Definition at line 107 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

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Member Function Documentation

template<class TInputImage, class TOutputImage> virtual unsigned int itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::GetMaxFilterIteration (   )  [virtual]

template<class TInputImage, class TOutputImage> virtual const char* itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::GetNameOfClass (   )  const [virtual]

Run-time type information (and related methods)

template<class TInputImage, class TOutputImage> This filter halts when the iteration count reaches the specified count* virtual bool itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::Halt (   )  [inline, protected, virtual]

Definition at line 117 of file itkIsotropicFourthOrderLevelSetImageFilter.h. References itk::fem::this.

template<class TInputImage, class TOutputImage> static Pointer itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::New (   )  [static]

Standard new macro

template<class TInputImage, class TOutputImage> virtual void itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::PrintSelf (  std::ostream &  os, Indent  indent )  const [protected, virtual]

template<class TInputImage, class TOutputImage> virtual void itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::SetMaxFilterIteration (  unsigned int  _arg  )  [virtual]

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Member Data Documentation

template<class TInputImage, class TOutputImage> FunctionType::Pointer itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::m_Function [protected]

The LevelSetFunctionWithRefitTerm object. Definition at line 111 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

template<class TInputImage, class TOutputImage> unsigned int itk::IsotropicFourthOrderLevelSetImageFilter< TInputImage, TOutputImage >::m_MaxFilterIteration [protected]

The number of iterations for which this filter will run. Definition at line 114 of file itkIsotropicFourthOrderLevelSetImageFilter.h.

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

• itkIsotropicFourthOrderLevelSetImageFilter.h

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