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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 >:

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

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List of all members.

[NOHEADER]

virtual const char * GetClassName () const
Pointer New ()

Public Types

typedef HypersphereKernelMeanShiftModeSeeker Self
typedef MeanShiftModeSeekerBase<
TSample > 
Superclass
typedef SmartPointer< SelfPointer
typedef Superclass::MeasurementVectorType MeasurementVectorType
typedef Superclass::SearchResultVectorType SearchResultVectorType
typedef Superclass::MeasurementType MeasurementType
typedef double RealMeasurementType
typedef FixedArray< RealMeasurementType,
itkGetStaticConstMacro(MeasurementVectorSize) 
MeasurementVectorSumType )

Public Member Functions

 itkStaticConstMacro (MeasurementVectorSize, unsigned int, MeasurementVectorType::Length)
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)

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.

See also:
MeanShiftModeSeekerBase

Definition at line 37 of file itkHypersphereKernelMeanShiftModeSeeker.h.


Member Typedef Documentation

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

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

Definition at line 55 of file itkHypersphereKernelMeanShiftModeSeeker.h.

template<class TSample>
typedef FixedArray< RealMeasurementType, itkGetStaticConstMacro( MeasurementVectorSize ) itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::MeasurementVectorSumType)
 

Type fot the sum of measurement vectors used in computing the new mode Definition at line 68 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 53 of file itkHypersphereKernelMeanShiftModeSeeker.h.

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

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

Definition at line 44 of file itkHypersphereKernelMeanShiftModeSeeker.h.

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

Type for the sum of measurements Definition at line 62 of file itkHypersphereKernelMeanShiftModeSeeker.h.

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

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

Definition at line 54 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 42 of file itkHypersphereKernelMeanShiftModeSeeker.h.

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

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

Definition at line 43 of file itkHypersphereKernelMeanShiftModeSeeker.h.


Constructor & Destructor Documentation

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

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


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 >::GetClassName  )  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 74 of file itkHypersphereKernelMeanShiftModeSeeker.h.

template<class TSample>
itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::itkStaticConstMacro MeasurementVectorSize  ,
unsigned  int,
MeasurementVectorType::Length 
 

Size of a measurement vector

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

Standard Macros

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

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


The documentation for this class was generated from the following file:
Generated at Sat Mar 31 03:13:26 2007 for ITK by doxygen 1.3.8 written by Dimitri van Heesch, © 1997-2000