ITK  4.1.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Protected Member Functions
itk::KernelFunctionBase< TRealValueType > Class Template Reference

#include <itkKernelFunctionBase.h>

+ Inheritance diagram for itk::KernelFunctionBase< TRealValueType >:
+ Collaboration diagram for itk::KernelFunctionBase< TRealValueType >:

List of all members.

Public Types

typedef SmartPointer< const SelfConstPointer
typedef SmartPointer< SelfPointer
typedef TRealValueType RealType
typedef KernelFunctionBase Self
typedef FunctionBase
< TRealValueType,
TRealValueType > 
Superclass

Public Member Functions

virtual TRealValueType Evaluate (const TRealValueType &u) const =0
virtual const char * GetNameOfClass () const

Protected Member Functions

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

Detailed Description

template<typename TRealValueType = double>
class itk::KernelFunctionBase< TRealValueType >

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 43 of file itkKernelFunctionBase.h.


Member Typedef Documentation

template<typename TRealValueType = double>
typedef SmartPointer< const Self > itk::KernelFunctionBase< TRealValueType >::ConstPointer
template<typename TRealValueType = double>
typedef SmartPointer< Self > itk::KernelFunctionBase< TRealValueType >::Pointer
template<typename TRealValueType = double>
typedef TRealValueType itk::KernelFunctionBase< TRealValueType >::RealType
template<typename TRealValueType = double>
typedef KernelFunctionBase itk::KernelFunctionBase< TRealValueType >::Self
template<typename TRealValueType = double>
typedef FunctionBase< TRealValueType, TRealValueType > itk::KernelFunctionBase< TRealValueType >::Superclass

Constructor & Destructor Documentation

template<typename TRealValueType = double>
itk::KernelFunctionBase< TRealValueType >::KernelFunctionBase ( ) [inline, protected]

Definition at line 69 of file itkKernelFunctionBase.h.

template<typename TRealValueType = double>
virtual itk::KernelFunctionBase< TRealValueType >::~KernelFunctionBase ( ) [inline, protected, virtual]

Definition at line 70 of file itkKernelFunctionBase.h.


Member Function Documentation

template<typename TRealValueType = double>
virtual TRealValueType itk::KernelFunctionBase< TRealValueType >::Evaluate ( const TRealValueType &  u) const [pure virtual]
template<typename TRealValueType = double>
virtual const char* itk::KernelFunctionBase< TRealValueType >::GetNameOfClass ( ) const [virtual]
template<typename TRealValueType = double>
void itk::KernelFunctionBase< TRealValueType >::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::CoxDeBoorBSplineKernelFunction< VSplineOrder, TRealValueType >, itk::GaborKernelFunction< TRealValueType >, itk::BSplineDerivativeKernelFunction< VSplineOrder, TRealValueType >, itk::BSplineKernelFunction< VSplineOrder, TRealValueType >, itk::GaussianKernelFunction< TRealValueType >, and itk::GaussianKernelFunction< double >.

Definition at line 71 of file itkKernelFunctionBase.h.


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