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...

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

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


[NOHEADER]
virtual const char *	GetClassName () const
Pointer	New ()
Public Types
typedef HypersphereKernelMeanShiftModeSeeker	Self
typedef MeanShiftModeSeekerBase< TSample >	Superclass
typedef SmartPointer< Self >	Pointer
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

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

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 double itk::Statistics::HypersphereKernelMeanShiftModeSeeker< TSample >::RealMeasurementType

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

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>

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>

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