ITK
6.0.0
Insight Toolkit
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#include <itkKernelFunctionBase.h>
Kernel used for density estimation and nonparametric regression.
This class encapsulates the smoothing kernel used for statistical density estimation and nonparametric 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 | |
using | ConstPointer = SmartPointer< const Self > |
using | Pointer = SmartPointer< Self > |
using | RealType = TRealValueType |
using | Self = KernelFunctionBase |
using | Superclass = FunctionBase< TRealValueType, TRealValueType > |
Public Types inherited from itk::FunctionBase< double, double > | |
using | ConstPointer = SmartPointer< const Self > |
using | InputType = double |
using | OutputType = double |
using | Pointer = SmartPointer< Self > |
using | Self = FunctionBase |
using | Superclass = Object |
Public Types inherited from itk::Object | |
using | ConstPointer = SmartPointer< const Self > |
using | Pointer = SmartPointer< Self > |
using | Self = Object |
using | Superclass = LightObject |
Public Types inherited from itk::LightObject | |
using | ConstPointer = SmartPointer< const Self > |
using | Pointer = SmartPointer< Self > |
using | Self = LightObject |
Public Member Functions | |
TRealValueType | Evaluate (const TRealValueType &u) const override=0 |
const char * | GetNameOfClass () const override |
Public Member Functions inherited from itk::FunctionBase< double, double > | |
virtual OutputType | Evaluate (const InputType &input) const=0 |
const char * | GetNameOfClass () const override |
Public Member Functions inherited from itk::Object | |
unsigned long | AddObserver (const EventObject &event, Command *cmd) const |
unsigned long | AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const |
LightObject::Pointer | CreateAnother () const override |
virtual void | DebugOff () const |
virtual void | DebugOn () const |
Command * | GetCommand (unsigned long tag) |
bool | GetDebug () const |
MetaDataDictionary & | GetMetaDataDictionary () |
const MetaDataDictionary & | GetMetaDataDictionary () const |
virtual ModifiedTimeType | GetMTime () const |
const char * | GetNameOfClass () const override |
virtual const TimeStamp & | GetTimeStamp () const |
bool | HasObserver (const EventObject &event) const |
void | InvokeEvent (const EventObject &) |
void | InvokeEvent (const EventObject &) const |
virtual void | Modified () const |
void | Register () const override |
void | RemoveAllObservers () |
void | RemoveObserver (unsigned long tag) const |
void | SetDebug (bool debugFlag) const |
void | SetReferenceCount (int) override |
void | UnRegister () const noexcept override |
void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
void | SetMetaDataDictionary (MetaDataDictionary &&rrhs) |
virtual void | SetObjectName (std::string _arg) |
virtual const std::string & | GetObjectName () const |
Public Member Functions inherited from itk::LightObject | |
Pointer | Clone () const |
virtual Pointer | CreateAnother () const |
virtual void | Delete () |
virtual const char * | GetNameOfClass () const |
virtual int | GetReferenceCount () const |
void | Print (std::ostream &os, Indent indent=0) const |
virtual void | Register () const |
virtual void | SetReferenceCount (int) |
virtual void | UnRegister () const noexcept |
Protected Member Functions | |
KernelFunctionBase ()=default | |
~KernelFunctionBase () override=default | |
Protected Member Functions inherited from itk::FunctionBase< double, double > | |
FunctionBase ()=default | |
~FunctionBase () override=default | |
Protected Member Functions inherited from itk::Object | |
Object () | |
bool | PrintObservers (std::ostream &os, Indent indent) const |
void | PrintSelf (std::ostream &os, Indent indent) const override |
virtual void | SetTimeStamp (const TimeStamp &timeStamp) |
~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 | PrintSelf (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 val) |
Static Public Member Functions inherited from itk::LightObject | |
static void | BreakOnError () |
static Pointer | New () |
Protected Attributes inherited from itk::LightObject | |
std::atomic< int > | m_ReferenceCount {} |
using itk::KernelFunctionBase< TRealValueType >::ConstPointer = SmartPointer<const Self> |
Definition at line 50 of file itkKernelFunctionBase.h.
using itk::KernelFunctionBase< TRealValueType >::Pointer = SmartPointer<Self> |
Definition at line 49 of file itkKernelFunctionBase.h.
using itk::KernelFunctionBase< TRealValueType >::RealType = TRealValueType |
Definition at line 52 of file itkKernelFunctionBase.h.
using itk::KernelFunctionBase< TRealValueType >::Self = KernelFunctionBase |
Standard class type aliases.
Definition at line 47 of file itkKernelFunctionBase.h.
using itk::KernelFunctionBase< TRealValueType >::Superclass = FunctionBase<TRealValueType, TRealValueType> |
Definition at line 48 of file itkKernelFunctionBase.h.
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protecteddefault |
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overrideprotecteddefault |
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overridepure virtual |
Evaluate the function. Subclasses must implement this.
Implemented in itk::GaussianKernelFunction< double >, and itk::GaborKernelFunction< TRealValueType >.
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overridevirtual |
Reimplemented from itk::LightObject.