itk::Statistics::NeighborhoodSampler< TSample > Class Template Reference

generates a Subsample that is sampled from the input sample using a spherical kernel. More...

#include <itkNeighborhoodSampler.h>

Inheritance diagram for itk::Statistics::NeighborhoodSampler:

[legend]Collaboration diagram for itk::Statistics::NeighborhoodSampler< TSample >:

[legend]List of all members.

Public Types
typedef NeighborhoodSampler	Self
typedef SampleAlgorithmBase< TSample >	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef TSample	SampleType
typedef TSample::MeasurementVectorType	MeasurementVectorType
typedef TSample::MeasurementType	MeasurementType
typedef TSample::FrequencyType	FrequencyType
typedef TSample::InstanceIdentifier	InstanceIdentifier
typedef Superclass::InputSampleType	InputSampleType
typedef Subsample< TSample >	SubsampleType
typedef double	RadiusType
typedef FixedArray< double, itkGetStaticConstMacro(MeasurementVectorSize)	CenterType )
typedef SubsampleType	OutputType
Public Methods
virtual const char *	GetClassName () const
	itkStaticConstMacro (MeasurementVectorSize, unsigned int, TSample::MeasurementVectorSize)
CenterType *	GetCenter ()
RadiusType *	GetRadius ()
OutputType *	GetOutput ()
void	SetCenter (CenterType *center)
void	SetRadius (RadiusType *radius)
Static Public Methods
Pointer	New ()
Protected Methods
	NeighborhoodSampler ()
virtual	~NeighborhoodSampler ()
virtual void	PrintSelf (std::ostream &os, Indent indent) const
void	GenerateData ()

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Detailed Description

template<class TSample>
class itk::Statistics::NeighborhoodSampler< TSample >

generates a Subsample that is sampled from the input sample using a spherical kernel.

The resulting Subsample has measurement vectors that falls in a hyper-sphere that is defined by a center and a radius. To set the center, use SetCenter method, and to set radius, use SetRadius method. The distance metric is Euclidean one.

Definition at line 41 of file itkNeighborhoodSampler.h.

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Member Typedef Documentation

template<class TSample> typedef FixedArray< double, itkGetStaticConstMacro(MeasurementVectorSize) itk::Statistics::NeighborhoodSampler< TSample >::CenterType)

Type of the array of the radii Definition at line 77 of file itkNeighborhoodSampler.h.

template<class TSample> typedef SmartPointer< const Self > itk::Statistics::NeighborhoodSampler< TSample >::ConstPointer

Reimplemented from itk::Statistics::SampleAlgorithmBase< TSample >. Definition at line 48 of file itkNeighborhoodSampler.h.

template<class TSample> typedef TSample::FrequencyType itk::Statistics::NeighborhoodSampler< TSample >::FrequencyType

Definition at line 64 of file itkNeighborhoodSampler.h.

template<class TSample> typedef Superclass::InputSampleType itk::Statistics::NeighborhoodSampler< TSample >::InputSampleType

typedefs from the superclass Reimplemented from itk::Statistics::SampleAlgorithmBase< TSample >. Definition at line 68 of file itkNeighborhoodSampler.h.

template<class TSample> typedef TSample::InstanceIdentifier itk::Statistics::NeighborhoodSampler< TSample >::InstanceIdentifier

Definition at line 65 of file itkNeighborhoodSampler.h.

template<class TSample> typedef TSample::MeasurementType itk::Statistics::NeighborhoodSampler< TSample >::MeasurementType

Definition at line 63 of file itkNeighborhoodSampler.h.

template<class TSample> typedef TSample::MeasurementVectorType itk::Statistics::NeighborhoodSampler< TSample >::MeasurementVectorType

Definition at line 62 of file itkNeighborhoodSampler.h.

template<class TSample> typedef SubsampleType itk::Statistics::NeighborhoodSampler< TSample >::OutputType

Output of this algorithm Definition at line 110 of file itkNeighborhoodSampler.h.

template<class TSample> typedef SmartPointer< Self > itk::Statistics::NeighborhoodSampler< TSample >::Pointer

Reimplemented from itk::Statistics::SampleAlgorithmBase< TSample >. Definition at line 47 of file itkNeighborhoodSampler.h.

template<class TSample> typedef double itk::Statistics::NeighborhoodSampler< TSample >::RadiusType

Type of the array of the radii Definition at line 74 of file itkNeighborhoodSampler.h.

template<class TSample> typedef TSample itk::Statistics::NeighborhoodSampler< TSample >::SampleType

MeasurementVector typedef support Definition at line 57 of file itkNeighborhoodSampler.h.

template<class TSample> typedef NeighborhoodSampler itk::Statistics::NeighborhoodSampler< TSample >::Self

Standard class typedefs Reimplemented from itk::Statistics::SampleAlgorithmBase< TSample >. Definition at line 45 of file itkNeighborhoodSampler.h.

template<class TSample> typedef Subsample< TSample > itk::Statistics::NeighborhoodSampler< TSample >::SubsampleType

Type of the output subsample object Definition at line 71 of file itkNeighborhoodSampler.h.

template<class TSample> typedef SampleAlgorithmBase< TSample > itk::Statistics::NeighborhoodSampler< TSample >::Superclass

Reimplemented from itk::Statistics::SampleAlgorithmBase< TSample >. Definition at line 46 of file itkNeighborhoodSampler.h.

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Constructor & Destructor Documentation

template<class TSample> itk::Statistics::NeighborhoodSampler< TSample >::NeighborhoodSampler (    )  [protected]

template<class TSample> virtual itk::Statistics::NeighborhoodSampler< TSample >::~NeighborhoodSampler (    )  [inline, protected, virtual]

Definition at line 117 of file itkNeighborhoodSampler.h. References HardConnectedComponentImageFilter::GenerateData().

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Member Function Documentation

template<class TSample> void itk::Statistics::NeighborhoodSampler< TSample >::GenerateData (    )  [protected, virtual]

Reimplemented from itk::Statistics::SampleAlgorithmBase< TSample >.

template<class TSample> CenterType* itk::Statistics::NeighborhoodSampler< TSample >::GetCenter (  void    )  [inline]

Gets the center Definition at line 91 of file itkNeighborhoodSampler.h.

template<class TSample> virtual const char* itk::Statistics::NeighborhoodSampler< TSample >::GetClassName (    )  const [virtual]

Run-time type information (and related methods) Reimplemented from itk::Statistics::SampleAlgorithmBase< TSample >.

template<class TSample> OutputType* itk::Statistics::NeighborhoodSampler< TSample >::GetOutput (    )

Gets the Subsample

template<class TSample> RadiusType* itk::Statistics::NeighborhoodSampler< TSample >::GetRadius (    )  [inline]

Gets the radius Definition at line 106 of file itkNeighborhoodSampler.h.

template<class TSample> itk::Statistics::NeighborhoodSampler< TSample >::itkStaticConstMacro (  MeasurementVectorSize   , unsigned    int, TSample::MeasurementVectorSize    )

Enums and typedefs from the TSample

template<class TSample> Pointer itk::Statistics::NeighborhoodSampler< TSample >::New (    )  [static]

Method for creation through the object factory. Reimplemented from itk::Statistics::SampleAlgorithmBase< TSample >.

template<class TSample> virtual void itk::Statistics::NeighborhoodSampler< TSample >::PrintSelf (  std::ostream &    os, Indent    indent )  const [protected, virtual]

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes. Reimplemented from itk::Statistics::SampleAlgorithmBase< TSample >.

template<class TSample> void itk::Statistics::NeighborhoodSampler< TSample >::SetCenter (  CenterType *    center )  [inline]

Sets the center of the spherical kernel Definition at line 80 of file itkNeighborhoodSampler.h.

template<class TSample> void itk::Statistics::NeighborhoodSampler< TSample >::SetRadius (  RadiusType *    radius )  [inline]

Sets the radius of the kernel Definition at line 95 of file itkNeighborhoodSampler.h.

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

• itkNeighborhoodSampler.h

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