statismo::MatrixValuedKernel< TPoint > Class Template Reference

#include <Kernels.h>

Inheritance diagram for statismo::MatrixValuedKernel< TPoint >:

Public Member Functions
	MatrixValuedKernel (unsigned dim)
virtual MatrixType	operator() (const TPoint &x, const TPoint &y) const =0
virtual unsigned	GetDimension () const
virtual std::string	GetKernelInfo () const =0

Protected Attributes
unsigned	m_dimension

Detailed Description

template<class TPoint>
class statismo::MatrixValuedKernel< TPoint >

Base class for all matrix valued kernels

Constructor & Destructor Documentation

template<class TPoint>

statismo::MatrixValuedKernel< TPoint >::MatrixValuedKernel ( unsigned  dim )

inline

Create a new MatrixValuedKernel

Member Function Documentation

template<class TPoint>

virtual unsigned statismo::MatrixValuedKernel< TPoint >::GetDimension ( ) const

inlinevirtual

Return the dimensionality of the kernel (i.e. the size of the matrix)

template<class TPoint>

virtual std::string statismo::MatrixValuedKernel< TPoint >::GetKernelInfo ( ) const

pure virtual

Return a description of this kernel.

Implemented in statismo::SpatiallyVaryingKernel< T >, statismo::UncorrelatedMatrixValuedKernel< TPoint >, statismo::ScaledKernel< TPoint >, statismo::ProductKernel< TPoint >, and statismo::SumKernel< TPoint >.

template<class TPoint>

virtual MatrixType statismo::MatrixValuedKernel< TPoint >::operator() ( const TPoint &  x, const TPoint &  y  ) const

pure virtual

Evaluate the kernel at the points x and y

Implemented in statismo::UncorrelatedMatrixValuedKernel< TPoint >, statismo::ScaledKernel< TPoint >, statismo::ProductKernel< TPoint >, and statismo::SumKernel< TPoint >.

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

• Kernels.h