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

Evolves the mode using a hyperspherical kernel defined by a radius (which is set by SetRadius) method. More...

#include <itkHypersphereKernelMeanShiftModeSeeker.h>

Inheritance diagram for itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >:

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

[legend]List of all members.

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virtual const char *	GetNameOfClass () const
Pointer	New ()
Public Types
typedef HypersphereKernelMeanShiftModeSeeker	Self
typedef MeanShiftModeSeekerBase< TSample >	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef Superclass::MeasurementVectorType	MeasurementVectorType
typedef Superclass::SearchResultVectorType	SearchResultVectorType
typedef Superclass::MeasurementType	MeasurementType
typedef double	RealMeasurementType
typedef Array< RealMeasurementType >	MeasurementVectorSumType
Public Member Functions
void	SetSearchRadius (double radius)
double	GetSearchRadius ()
MeasurementVectorType	Evolve (MeasurementVectorType instance)
Protected Member Functions
	HypersphereKernelMeanShiftModeSeeker ()
virtual	~HypersphereKernelMeanShiftModeSeeker ()
void	PrintSelf (std::ostream &os, Indent indent) const
bool	ComputeMode (MeasurementVectorType queryPoint, MeasurementVectorType &newPoint)

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Detailed Description

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

Evolves the mode using a hyperspherical kernel defined by a radius (which is set by SetRadius) method.

Recent API changes The static const macro MeasurementVectorSize has been removed to allow the length of the measurementvector to be determined at run time. It is now obtained from the sample set as input. The typedef for MeasurementVectorSumType has changed from FixedArray to Array.

See also:

MeanShiftModeSeekerBase

Definition at line 43 of file itkHypersphereKernelMeanShiftModeSeeker.h.

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Member Typedef Documentation

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

Reimplemented from itk::Statistics::MeanShiftModeSeekerBase< TSample >. Definition at line 51 of file itkHypersphereKernelMeanShiftModeSeeker.h.

template<class TSample> typedef Superclass::MeasurementType itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::MeasurementType

Reimplemented from itk::Statistics::MeanShiftModeSeekerBase< TSample >. Definition at line 62 of file itkHypersphereKernelMeanShiftModeSeeker.h.

template<class TSample> typedef Array< RealMeasurementType > itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::MeasurementVectorSumType

Type fot the sum of measurement vectors used in computing the new mode Definition at line 69 of file itkHypersphereKernelMeanShiftModeSeeker.h.

template<class TSample> typedef Superclass::MeasurementVectorType itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::MeasurementVectorType

Typedefs from the superclass Reimplemented from itk::Statistics::MeanShiftModeSeekerBase< TSample >. Definition at line 60 of file itkHypersphereKernelMeanShiftModeSeeker.h.

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

Reimplemented from itk::Statistics::MeanShiftModeSeekerBase< TSample >. Definition at line 50 of file itkHypersphereKernelMeanShiftModeSeeker.h.

template<class TSample> typedef double itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::RealMeasurementType

Type for the sum of measurements Definition at line 65 of file itkHypersphereKernelMeanShiftModeSeeker.h.

template<class TSample> typedef Superclass::SearchResultVectorType itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::SearchResultVectorType

Reimplemented from itk::Statistics::MeanShiftModeSeekerBase< TSample >. Definition at line 61 of file itkHypersphereKernelMeanShiftModeSeeker.h.

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

Standard class typedefs. Reimplemented from itk::Statistics::MeanShiftModeSeekerBase< TSample >. Definition at line 48 of file itkHypersphereKernelMeanShiftModeSeeker.h.

template<class TSample> typedef MeanShiftModeSeekerBase< TSample > itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::Superclass

Reimplemented from itk::Statistics::MeanShiftModeSeekerBase< TSample >. Definition at line 49 of file itkHypersphereKernelMeanShiftModeSeeker.h.

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Constructor & Destructor Documentation

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

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

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Member Function Documentation

template<class TSample> bool itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::ComputeMode (  MeasurementVectorType  queryPoint, MeasurementVectorType &  newPoint )  [inline, protected, virtual]

Computes the new mode with the given query point (queryPoint). The new mode will be stored in the newPoint Implements itk::Statistics::MeanShiftModeSeekerBase< TSample >.

template<class TSample> MeasurementVectorType itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::Evolve (  MeasurementVectorType  instance  )

Returns the covariance matrix of the target sample data Reimplemented from itk::Statistics::MeanShiftModeSeekerBase< TSample >.

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

Standard Macros Reimplemented from itk::Statistics::MeanShiftModeSeekerBase< TSample >.

template<class TSample> double itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::GetSearchRadius (   )  [inline]

Gets the radius of the kernel Definition at line 75 of file itkHypersphereKernelMeanShiftModeSeeker.h.

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

Standard Macros Reimplemented from itk::Object.

template<class TSample> void itk::Statistics::HypersphereKernelMeanShiftModeSeeker< 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::MeanShiftModeSeekerBase< TSample >.

template<class TSample> void itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::SetSearchRadius (  double  radius  )

Sets the radius of the kernel

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

• itkHypersphereKernelMeanShiftModeSeeker.h

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