ITK
4.4.0
Insight Segmentation and Registration Toolkit
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#include <itkKernelFunctionBase.h>
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 Self > | ConstPointer |
typedef SmartPointer< Self > | Pointer |
typedef TRealValueType | RealType |
typedef KernelFunctionBase | Self |
typedef FunctionBase < TRealValueType, TRealValueType > | Superclass |
Public Types inherited from itk::FunctionBase< TRealValueType, TRealValueType > | |
typedef SmartPointer< const Self > | ConstPointer |
typedef TRealValueType | InputType |
typedef TRealValueType | OutputType |
typedef SmartPointer< Self > | Pointer |
typedef FunctionBase | Self |
typedef Object | Superclass |
Public Types inherited from itk::Object | |
typedef SmartPointer< const Self > | ConstPointer |
typedef SmartPointer< Self > | Pointer |
typedef Object | Self |
typedef LightObject | Superclass |
Public Types inherited from itk::LightObject | |
typedef SmartPointer< const Self > | ConstPointer |
typedef SmartPointer< Self > | Pointer |
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 |
typedef SmartPointer< const Self > itk::KernelFunctionBase< TRealValueType >::ConstPointer |
Definition at line 50 of file itkKernelFunctionBase.h.
typedef SmartPointer< Self > itk::KernelFunctionBase< TRealValueType >::Pointer |
Definition at line 49 of file itkKernelFunctionBase.h.
typedef TRealValueType itk::KernelFunctionBase< TRealValueType >::RealType |
Definition at line 52 of file itkKernelFunctionBase.h.
typedef KernelFunctionBase itk::KernelFunctionBase< TRealValueType >::Self |
Standard class typedefs.
Definition at line 47 of file itkKernelFunctionBase.h.
typedef FunctionBase< TRealValueType, TRealValueType > itk::KernelFunctionBase< TRealValueType >::Superclass |
Definition at line 48 of file itkKernelFunctionBase.h.
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inlineprotected |
Definition at line 69 of file itkKernelFunctionBase.h.
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inlineprotectedvirtual |
Definition at line 70 of file itkKernelFunctionBase.h.
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pure virtual |
Evaluate the function. Subclasses must implement this.
Implements itk::FunctionBase< TRealValueType, TRealValueType >.
Implemented in itk::CoxDeBoorBSplineKernelFunction< VSplineOrder, TRealValueType >, itk::GaborKernelFunction< TRealValueType >, itk::BSplineDerivativeKernelFunction< VSplineOrder, TRealValueType >, itk::BSplineKernelFunction< VSplineOrder, TRealValueType >, itk::GaussianKernelFunction< TRealValueType >, and itk::GaussianKernelFunction< double >.
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virtual |
Run-time type information (and related methods).
Reimplemented from itk::FunctionBase< TRealValueType, TRealValueType >.
Reimplemented in itk::CoxDeBoorBSplineKernelFunction< VSplineOrder, TRealValueType >, itk::GaborKernelFunction< TRealValueType >, itk::BSplineDerivativeKernelFunction< VSplineOrder, TRealValueType >, itk::BSplineKernelFunction< VSplineOrder, TRealValueType >, itk::GaussianKernelFunction< TRealValueType >, itk::GaussianKernelFunction< double >, and itk::KernelFunction.
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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.