ITK  4.13.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | Private Attributes | List of all members
itk::GaussianKernelFunction< TRealValueType > Class Template Reference

#include <itkGaussianKernelFunction.h>

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

Detailed Description

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

Gaussian kernel used for density estimation and nonparameteric regression.

This class encapsulates a Gaussian smoothing kernel for density estimation or nonparameteric regression. See documentation for KernelFunctionBase for more details.

See Also
KernelFunctionBase

Definition at line 41 of file itkGaussianKernelFunction.h.

Public Types

typedef SmartPointer< SelfPointer
 
typedef Superclass::RealType RealType
 
typedef GaussianKernelFunction Self
 
typedef KernelFunctionBase
< TRealValueType > 
Superclass
 
- Public Types inherited from itk::KernelFunctionBase< TRealValueType >
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 ::itk::LightObject::Pointer CreateAnother () const
 
TRealValueType Evaluate (const TRealValueType &u) const override
 
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 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
 

Static Public Member Functions

static Pointer New ()
 
- 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 Member Functions

 GaussianKernelFunction ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual ~GaussianKernelFunction () override
 
- Protected Member Functions inherited from itk::KernelFunctionBase< TRealValueType >
 KernelFunctionBase ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual ~KernelFunctionBase () override
 
- Protected Member Functions inherited from itk::FunctionBase< TRealValueType, TRealValueType >
 FunctionBase ()
 
 ~FunctionBase () override
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
virtual ~Object () override
 
- 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 ()
 

Private Attributes

const TRealValueType m_Factor
 

Additional Inherited Members

- Protected Attributes inherited from itk::LightObject
AtomicInt< int > m_ReferenceCount
 

Member Typedef Documentation

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

Definition at line 47 of file itkGaussianKernelFunction.h.

template<typename TRealValueType = double>
typedef Superclass::RealType itk::GaussianKernelFunction< TRealValueType >::RealType

Definition at line 49 of file itkGaussianKernelFunction.h.

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

Standard class typedefs.

Definition at line 45 of file itkGaussianKernelFunction.h.

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

Definition at line 46 of file itkGaussianKernelFunction.h.

Constructor & Destructor Documentation

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

Definition at line 61 of file itkGaussianKernelFunction.h.

template<typename TRealValueType = double>
virtual itk::GaussianKernelFunction< TRealValueType >::~GaussianKernelFunction ( )
inlineoverrideprotectedvirtual

Definition at line 62 of file itkGaussianKernelFunction.h.

Member Function Documentation

template<typename TRealValueType = double>
virtual::itk::LightObject::Pointer itk::GaussianKernelFunction< TRealValueType >::CreateAnother ( ) const
virtual

Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.

Reimplemented from itk::Object.

template<typename TRealValueType = double>
TRealValueType itk::GaussianKernelFunction< TRealValueType >::Evaluate ( const TRealValueType &  u) const
inlineoverridevirtual

Evaluate the function.

Implements itk::KernelFunctionBase< TRealValueType >.

Definition at line 57 of file itkGaussianKernelFunction.h.

template<typename TRealValueType = double>
virtual const char* itk::GaussianKernelFunction< TRealValueType >::GetNameOfClass ( ) const
virtual

Run-time type information (and related methods).

Reimplemented from itk::KernelFunctionBase< TRealValueType >.

template<typename TRealValueType = double>
static Pointer itk::GaussianKernelFunction< TRealValueType >::New ( )
static

Method for creation through the object factory.

template<typename TRealValueType = double>
void itk::GaussianKernelFunction< 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.

Definition at line 63 of file itkGaussianKernelFunction.h.

Member Data Documentation

template<typename TRealValueType = double>
const TRealValueType itk::GaussianKernelFunction< TRealValueType >::m_Factor
private

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