itk::GaussianKernelFunction Class Reference
[Functions]

Gaussian kernel used for density estimation and nonparameteric regression. More...

#include <itkGaussianKernelFunction.h>

Inheritance diagram for itk::GaussianKernelFunction:

[legend]Collaboration diagram for itk::GaussianKernelFunction:

[legend]List of all members.

Public Types
typedef GaussianKernelFunction	Self
typedef KernelFunction	Superclass
typedef SmartPointer< Self >	Pointer
Public Methods
virtual const char *	GetClassName () const
double	Evaluate (const double &u) const
Static Public Methods
Pointer	New ()
Protected Methods
	GaussianKernelFunction ()
	~GaussianKernelFunction ()
void	PrintSelf (std::ostream &os, Indent indent) const

---

Detailed Description

Gaussian kernel used for density estimation and nonparameteric regression.

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

See also:

KernelFunction

Definition at line 38 of file itkGaussianKernelFunction.h.

---

Member Typedef Documentation

typedef SmartPointer<Self> itk::GaussianKernelFunction::Pointer

Reimplemented from itk::KernelFunction. Definition at line 44 of file itkGaussianKernelFunction.h.

typedef GaussianKernelFunction itk::GaussianKernelFunction::Self

Standard class typedefs. Reimplemented from itk::KernelFunction. Definition at line 42 of file itkGaussianKernelFunction.h.

typedef KernelFunction itk::GaussianKernelFunction::Superclass

Reimplemented from itk::KernelFunction. Definition at line 43 of file itkGaussianKernelFunction.h.

---

Constructor & Destructor Documentation

itk::GaussianKernelFunction::GaussianKernelFunction (    )  [inline, protected]

Definition at line 57 of file itkGaussianKernelFunction.h.

itk::GaussianKernelFunction::~GaussianKernelFunction (    )  [inline, protected]

Definition at line 58 of file itkGaussianKernelFunction.h.

---

Member Function Documentation

double itk::GaussianKernelFunction::Evaluate (  const double &    u )  const [inline, virtual]

Evaluate the function. Implements itk::KernelFunction. Definition at line 53 of file itkGaussianKernelFunction.h. References vnl_math_sqr().

virtual const char* itk::GaussianKernelFunction::GetClassName (    )  const [virtual]

Run-time type information (and related methods). Reimplemented from itk::KernelFunction.

Pointer itk::GaussianKernelFunction::New (    )  [static]

Method for creation through the object factory. Reimplemented from itk::Object.

void itk::GaussianKernelFunction::PrintSelf (  std::ostream &    os, Indent    indent )  const [inline, protected, virtual]

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::KernelFunction. Definition at line 59 of file itkGaussianKernelFunction.h. References HardConnectedComponentImageFilter::PrintSelf().

---

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

• itkGaussianKernelFunction.h

---