ITK  4.9.0
Insight Segmentation and Registration Toolkit
itkGaussianKernelFunction.h
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18 #ifndef itkGaussianKernelFunction_h
19 #define itkGaussianKernelFunction_h
20 
21 #include "itkKernelFunctionBase.h"
22 #include "vnl/vnl_math.h"
23 #include <cmath>
24 
25 namespace itk
26 {
40 template< typename TRealValueType = double >
41 class GaussianKernelFunction:public KernelFunctionBase<TRealValueType>
42 {
43 public:
48 
49  typedef typename Superclass::RealType RealType;
51  itkNewMacro(Self);
52 
55 
57  inline TRealValueType Evaluate(const TRealValueType & u) const ITK_OVERRIDE
58  { return ( std::exp( static_cast< TRealValueType >(-0.5) * vnl_math_sqr(u) ) * m_Factor ); }
59 
60 protected:
61  GaussianKernelFunction(): m_Factor( NumericTraits< TRealValueType >::OneValue() / std::sqrt(static_cast< TRealValueType >(2.0 * vnl_math::pi )) ) {};
63  void PrintSelf(std::ostream & os, Indent indent) const ITK_OVERRIDE
64  { Superclass::PrintSelf(os, indent); }
65 
66 private:
67  GaussianKernelFunction(const Self &) ITK_DELETE_FUNCTION;
68  void operator=(const Self &) ITK_DELETE_FUNCTION;
69 
70  const TRealValueType m_Factor;
71 };
72 } // end namespace itk
73 
74 #endif
Light weight base class for most itk classes.
void PrintSelf(std::ostream &os, Indent indent) const override
static const double pi
Definition: itkMath.h:57
TRealValueType Evaluate(const TRealValueType &u) const override
Kernel used for density estimation and nonparameteric regression.
KernelFunctionBase< TRealValueType > Superclass
Control indentation during Print() invocation.
Definition: itkIndent.h:49
Define additional traits for native types such as int or float.
void PrintSelf(std::ostream &os, Indent indent) const override
Gaussian kernel used for density estimation and nonparameteric regression.