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itk::KernelFunction Class Reference
[Functions]

Kernel used for density estimation and nonparameteric regression. More...

#include <itkKernelFunction.h>

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List of all members.

Public Types

typedef KernelFunction Self
typedef FunctionBase< double,
double > 
Superclass
typedef SmartPointer< SelfPointer
typedef SmartPointer< const
Self
ConstPointer

Public Member Functions

virtual const char * GetClassName () const
virtual double Evaluate (const double &u) const =0

Protected Member Functions

 KernelFunction ()
 ~KernelFunction ()
void PrintSelf (std::ostream &os, Indent indent) const

Detailed Description

Kernel used for density estimation and nonparameteric regression.

This class encapsulates the smoothing kernel used for statistical density estimation and nonparameteric regression. The basic idea of the kernel approach is to weight observations by a smooth function (the kernel) to created a smoothed approximation.

Reference: Silverman, B. W. (1986) Density Estimation. London: Chapman and Hall.

Definition at line 39 of file itkKernelFunction.h.


Member Typedef Documentation

typedef SmartPointer<const Self> itk::KernelFunction::ConstPointer
 

Reimplemented from itk::FunctionBase< double, double >.

Definition at line 46 of file itkKernelFunction.h.

typedef SmartPointer<Self> itk::KernelFunction::Pointer
 

Reimplemented from itk::FunctionBase< double, double >.

Reimplemented in itk::BSplineDerivativeKernelFunction< VSplineOrder >, itk::BSplineKernelFunction< VSplineOrder >, and itk::GaussianKernelFunction.

Definition at line 45 of file itkKernelFunction.h.

typedef KernelFunction itk::KernelFunction::Self
 

Standard class typedefs.

Reimplemented from itk::FunctionBase< double, double >.

Reimplemented in itk::BSplineDerivativeKernelFunction< VSplineOrder >, itk::BSplineKernelFunction< VSplineOrder >, and itk::GaussianKernelFunction.

Definition at line 43 of file itkKernelFunction.h.

typedef FunctionBase<double,double> itk::KernelFunction::Superclass
 

Reimplemented from itk::FunctionBase< double, double >.

Reimplemented in itk::BSplineDerivativeKernelFunction< VSplineOrder >, itk::BSplineKernelFunction< VSplineOrder >, and itk::GaussianKernelFunction.

Definition at line 44 of file itkKernelFunction.h.


Constructor & Destructor Documentation

itk::KernelFunction::KernelFunction  )  [inline, protected]
 

Definition at line 55 of file itkKernelFunction.h.

itk::KernelFunction::~KernelFunction  )  [inline, protected]
 

Definition at line 56 of file itkKernelFunction.h.


Member Function Documentation

virtual double itk::KernelFunction::Evaluate const double &  u  )  const [pure virtual]
 

Evaluate the function. Subclasses must implement this.

Implemented in itk::BSplineDerivativeKernelFunction< VSplineOrder >, itk::BSplineKernelFunction< VSplineOrder >, and itk::GaussianKernelFunction.

virtual const char* itk::KernelFunction::GetClassName  )  const [virtual]
 

Run-time type information (and related methods).

Reimplemented from itk::FunctionBase< double, double >.

Reimplemented in itk::BSplineDerivativeKernelFunction< VSplineOrder >, itk::BSplineKernelFunction< VSplineOrder >, and itk::GaussianKernelFunction.

void itk::KernelFunction::PrintSelf std::ostream &  os,
Indent  indent
const [inline, 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::Object.

Reimplemented in itk::BSplineDerivativeKernelFunction< VSplineOrder >, itk::BSplineKernelFunction< VSplineOrder >, and itk::GaussianKernelFunction.

Definition at line 57 of file itkKernelFunction.h.

References HardConnectedComponentImageFilter::PrintSelf().


The documentation for this class was generated from the following file:
Generated at Sat Mar 31 02:57:21 2007 for ITK by doxygen 1.3.8 written by Dimitri van Heesch, © 1997-2000