itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType > Class Template Reference

A base class which defines the API for implementing a level set segmentation filter with statistical shape influence. More...

#include <itkShapePriorSegmentationLevelSetImageFilter.h>

Inheritance diagram for itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >:

[legend]Collaboration diagram for itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >:

[legend]List of all members.

Public Types
typedef ShapePriorSegmentationLevelSetImageFilter	Self
typedef SegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType, Image< TOutputPixelType, itkGetStaticConstMacro(ImageDimension)>	Superclass )
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef Superclass::ValueType	ValueType
typedef Superclass::OutputImageType	OutputImageType
typedef Superclass::FeatureImageType	FeatureImageType
typedef TOutputPixelType	OutputPixelType
typedef ShapePriorSegmentationLevelSetFunction< OutputImageType, FeatureImageType >	ShapePriorSegmentationFunctionType
typedef ShapePriorSegmentationFunctionType::ShapeFunctionType	ShapeFunctionType
typedef ShapeFunctionType::Pointer	ShapeFunctionPointer
typedef ShapePriorMAPCostFunctionBase< TFeatureImage, TOutputPixelType >	CostFunctionType
typedef CostFunctionType::Pointer	CostFunctionPointer
typedef CostFunctionType::ParametersType	ParametersType
typedef CostFunctionType::NodeType	NodeType
typedef CostFunctionType::NodeContainerType	NodeContainerType
typedef NodeContainerType::Pointer	NodeContainerPointer
typedef SingleValuedNonLinearOptimizer	OptimizerType
typedef OptimizerType::Pointer	OptimizerPointer
Public Member Functions
	itkStaticConstMacro (ImageDimension, unsigned int, TInputImage::ImageDimension)
virtual const char *	GetClassName () const
virtual ParametersType	GetCurrentParameters ()
virtual void	SetShapeFunction (ShapeFunctionType *s)
virtual ShapeFunctionType *	GetShapeFunction ()
virtual void	SetCostFunction (CostFunctionType *_arg)
virtual CostFunctionType *	GetCostFunction ()
virtual void	SetOptimizer (OptimizerType *_arg)
virtual OptimizerType *	GetOptimizer ()
virtual void	SetInitialParameters (ParametersType _arg)
virtual ParametersType	GetInitialParameters ()
void	SetShapePriorScaling (ValueType v)
ValueType	GetShapePriorScaling () const
virtual void	SetShapePriorSegmentationFunction (ShapePriorSegmentationFunctionType *s)
virtual ShapePriorSegmentationFunctionType *	GetShapePriorSegmentationFunction ()
Protected Member Functions
virtual	~ShapePriorSegmentationLevelSetImageFilter ()
	ShapePriorSegmentationLevelSetImageFilter ()
virtual void	PrintSelf (std::ostream &os, Indent indent) const
virtual void	InitializeIteration ()
void	GenerateData ()
void	ExtractActiveRegion (NodeContainerType *ptr)

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Detailed Description

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float>
class itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >

A base class which defines the API for implementing a level set segmentation filter with statistical shape influence.

OVERVIEW

This class extends the functionality of SegmentationLevelSetImageFilter with an additional statistical shape influence term in the level set evolution as developed in [1].

TEMPLATE PARAMETERS

There are two required and one optional template parameter for these filters.

TInputImage is the image type of the initial model you will input to the filter using SetInput() or SetInitialImage().

TFeatureImage is the image type of the image from which the filter will calculate the speed term for segmentation (see INPUTS).

TOutputPixelType is the data type used for the output image phi, the implicit level set image. This should really only ever be set as float (default) or double.

PARAMETERS

From a level set evolution point of view, the shape is represented by a signed distance function from the shape encapsulated in a ShapeSignedDistanceFunction object.

See also:

ShapeSignedDistanceFunction

ShapePriorSegmentationLevelSetFunction

REFERENCES

[1] Leventon, M.E. et al. "Statistical Shape Influence in Geodesic Active Contours", CVPR 2000.

Definition at line 72 of file itkShapePriorSegmentationLevelSetImageFilter.h.

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Member Typedef Documentation

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef SmartPointer<const Self> itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::ConstPointer

Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >. Definition at line 88 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef CostFunctionType::Pointer itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::CostFunctionPointer

Definition at line 112 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef ShapePriorMAPCostFunctionBase<TFeatureImage,TOutputPixelType> itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::CostFunctionType

The type of the MAP estimate cost function. Definition at line 111 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef Superclass::FeatureImageType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::FeatureImageType

Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >. Definition at line 96 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef NodeContainerType::Pointer itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::NodeContainerPointer

Definition at line 118 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef CostFunctionType::NodeContainerType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::NodeContainerType

Definition at line 117 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef CostFunctionType::NodeType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::NodeType

Type of node used to represent the active region around the zero set. Definition at line 116 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef OptimizerType::Pointer itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::OptimizerPointer

Definition at line 122 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef SingleValuedNonLinearOptimizer itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::OptimizerType

The type of optimizer used to compute the MAP estimate of the shape and pose parameters. Definition at line 121 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef Superclass::OutputImageType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::OutputImageType

Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >. Definition at line 95 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef TOutputPixelType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::OutputPixelType

Type of the output pixel. Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >. Definition at line 99 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef CostFunctionType::ParametersType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::ParametersType

Definition at line 113 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef SmartPointer<Self> itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::Pointer

Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >. Definition at line 87 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef ShapePriorSegmentationLevelSetImageFilter itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::Self

Standard class typedefs Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >. Definition at line 84 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef ShapeFunctionType::Pointer itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::ShapeFunctionPointer

Definition at line 108 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef ShapePriorSegmentationFunctionType::ShapeFunctionType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::ShapeFunctionType

The shape signed distance function type. Definition at line 107 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef ShapePriorSegmentationLevelSetFunction<OutputImageType, FeatureImageType> itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::ShapePriorSegmentationFunctionType

The level set function with shape prior type Definition at line 103 of file itkShapePriorSegmentationLevelSetImageFilter.h. Referenced by itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::GetShapePriorScaling().

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef SegmentationLevelSetImageFilter<TInputImage, TFeatureImage, TOutputPixelType, Image<TOutputPixelType, itkGetStaticConstMacro(ImageDimension)> itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::Superclass)

Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >. Definition at line 86 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> typedef Superclass::ValueType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::ValueType

Inherited typedef from the superclass. Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >. Definition at line 94 of file itkShapePriorSegmentationLevelSetImageFilter.h.

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Constructor & Destructor Documentation

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::~ShapePriorSegmentationLevelSetImageFilter (   )  [inline, protected, virtual]

Definition at line 170 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::ShapePriorSegmentationLevelSetImageFilter (   )  [protected]

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Member Function Documentation

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> void itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::ExtractActiveRegion (  NodeContainerType *  ptr  )  [protected]

Extract node of active region into a NodeContainer

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> void itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::GenerateData (   )  [protected]

Overridden from ProcessObject to set certain values before starting the finite difference solver and then create an appropriate output Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual const char* itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::GetClassName (   )  const [virtual]

Run-time type information (and related methods). Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual CostFunctionType* itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::GetCostFunction (   )  [virtual]

Set/Get the shape prior MAP cost function.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual ParametersType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::GetCurrentParameters (   )  [virtual]

Get the current parameters.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual ParametersType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::GetInitialParameters (   )  [virtual]

Set/Get the initial parameters.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual OptimizerType* itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::GetOptimizer (   )  [virtual]

Set/Get the optimizer.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual ShapeFunctionType* itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::GetShapeFunction (   )  [virtual]

Set/Get the shape signed distance function.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> ValueType itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::GetShapePriorScaling (   )  const [inline]

Set/Get the scaling of the shape prior term. Definition at line 153 of file itkShapePriorSegmentationLevelSetImageFilter.h. References itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::ShapePriorSegmentationFunctionType.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual ShapePriorSegmentationFunctionType* itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::GetShapePriorSegmentationFunction (   )  [inline, virtual]

Set the shape prior segmentation function. In general, this should only be called by a subclass of this object. It is made public to allow itk::Command objects access. Definition at line 162 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual void itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::InitializeIteration (   )  [protected, virtual]

Overrides parent implementation. MAP estimates of the shape and pose parameters is computed in this method.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::itkStaticConstMacro (  ImageDimension  , unsigned  int, TInputImage::ImageDimension  )

Dimension of the input/level set image.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual void itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::PrintSelf (  std::ostream &  os, Indent  indent )  const [protected, virtual]

Reimplemented in itk::GeodesicActiveContourShapePriorLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual void itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::SetCostFunction (  CostFunctionType *  _arg  )  [virtual]

Set/Get the shape prior MAP cost function.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual void itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::SetInitialParameters (  ParametersType  _arg  )  [virtual]

Set/Get the initial parameters.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual void itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::SetOptimizer (  OptimizerType *  _arg  )  [virtual]

Set/Get the optimizer.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual void itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::SetShapeFunction (  ShapeFunctionType *  s  )  [virtual]

Set/Get the shape signed distance function.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> void itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::SetShapePriorScaling (  ValueType  v  )  [inline]

Set/Get the scaling of the shape prior term. Definition at line 145 of file itkShapePriorSegmentationLevelSetImageFilter.h.

template<class TInputImage, class TFeatureImage, class TOutputPixelType = float> virtual void itk::ShapePriorSegmentationLevelSetImageFilter< TInputImage, TFeatureImage, TOutputPixelType >::SetShapePriorSegmentationFunction (  ShapePriorSegmentationFunctionType *  s  )  [virtual]

Set the shape prior segmentation function. In general, this should only be called by a subclass of this object. It is made public to allow itk::Command objects access.

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

• itkShapePriorSegmentationLevelSetImageFilter.h

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