ITK  4.4.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Protected Member Functions | List of all members
itk::KernelFunctionBase< TRealValueType > Class Template Referenceabstract

#include <itkKernelFunctionBase.h>

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

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.

Public Types

typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef TRealValueType RealType
 
typedef KernelFunctionBase Self
 
typedef FunctionBase
< TRealValueType,
TRealValueType > 
Superclass
 
- Public Types inherited from itk::FunctionBase< TRealValueType, TRealValueType >
typedef SmartPointer< const SelfConstPointer
 
typedef TRealValueType InputType
 
typedef TRealValueType OutputType
 
typedef SmartPointer< SelfPointer
 
typedef FunctionBase Self
 
typedef Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef LightObject Self
 

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 ()
 
- Protected Member Functions inherited from itk::FunctionBase< TRealValueType, TRealValueType >
 FunctionBase ()
 
 ~FunctionBase ()
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
virtual ~Object ()
 
- Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer InternalClone () const
 
 LightObject ()
 
virtual void PrintHeader (std::ostream &os, Indent indent) const
 
virtual void PrintTrailer (std::ostream &os, Indent indent) const
 
virtual ~LightObject ()
 

Additional Inherited Members

- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool flag)
 
- Protected Types inherited from itk::LightObject
typedef int InternalReferenceCountType
 
- Protected Attributes inherited from itk::LightObject
InternalReferenceCountType m_ReferenceCount
 
SimpleFastMutexLock m_ReferenceCountLock
 

Member Typedef Documentation

template<typename TRealValueType = double>
typedef SmartPointer< const Self > itk::KernelFunctionBase< TRealValueType >::ConstPointer

Definition at line 50 of file itkKernelFunctionBase.h.

template<typename TRealValueType = double>
typedef SmartPointer< Self > itk::KernelFunctionBase< TRealValueType >::Pointer

Definition at line 49 of file itkKernelFunctionBase.h.

template<typename TRealValueType = double>
typedef TRealValueType itk::KernelFunctionBase< TRealValueType >::RealType

Definition at line 52 of file itkKernelFunctionBase.h.

template<typename TRealValueType = double>
typedef KernelFunctionBase itk::KernelFunctionBase< TRealValueType >::Self

Standard class typedefs.

Definition at line 47 of file itkKernelFunctionBase.h.

template<typename TRealValueType = double>
typedef FunctionBase< TRealValueType, TRealValueType > itk::KernelFunctionBase< TRealValueType >::Superclass

Definition at line 48 of file itkKernelFunctionBase.h.

Constructor & Destructor Documentation

template<typename TRealValueType = double>
itk::KernelFunctionBase< TRealValueType >::KernelFunctionBase ( )
inlineprotected

Definition at line 69 of file itkKernelFunctionBase.h.

template<typename TRealValueType = double>
virtual itk::KernelFunctionBase< TRealValueType >::~KernelFunctionBase ( )
inlineprotectedvirtual

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
inlineprotectedvirtual

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 >, and itk::GaborKernelFunction< TRealValueType >.

Definition at line 71 of file itkKernelFunctionBase.h.


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