ITK  4.9.0
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 override=0
 
virtual const char * GetNameOfClass () const
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
virtual LightObject::Pointer CreateAnother () const override
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
virtual ModifiedTimeType GetMTime () const
 
virtual const TimeStampGetTimeStamp () const
 
bool HasObserver (const EventObject &event) const
 
void InvokeEvent (const EventObject &)
 
void InvokeEvent (const EventObject &) const
 
virtual void Modified () const
 
virtual void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
virtual void SetReferenceCount (int) override
 
virtual void UnRegister () const noexceptoverride
 
virtual void SetObjectName (std::string _arg)
 
virtual const std::string & GetObjectName () const
 
- Public Member Functions inherited from itk::LightObject
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
 itkCloneMacro (Self)
 
void Print (std::ostream &os, Indent indent=0) const
 

Protected Member Functions

 KernelFunctionBase ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
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)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 
- Protected Attributes inherited from itk::LightObject
AtomicInt< int > m_ReferenceCount
 

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 68 of file itkKernelFunctionBase.h.

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

Definition at line 69 of file itkKernelFunctionBase.h.

Member Function Documentation

template<typename TRealValueType = double>
virtual TRealValueType itk::KernelFunctionBase< TRealValueType >::Evaluate ( const TRealValueType &  u) const
overridepure 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
inlineoverrideprotectedvirtual

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 70 of file itkKernelFunctionBase.h.

Referenced by itk::GaussianKernelFunction< double >::PrintSelf(), itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::PrintSelf(), itk::BSplineDerivativeKernelFunction< VSplineOrder, TRealValueType >::PrintSelf(), and itk::GaborKernelFunction< TRealValueType >::PrintSelf().


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