statismo::UncorrelatedMatrixValuedKernel< TPoint > Class Template Reference

#include <KernelCombinators.h>

Inheritance diagram for statismo::UncorrelatedMatrixValuedKernel< TPoint >:

Public Types
typedef MatrixValuedKernel < TPoint >	MatrixValuedKernelType

Public Member Functions
	UncorrelatedMatrixValuedKernel (const ScalarValuedKernel< TPoint > *scalarKernel, unsigned dimension)
MatrixType	operator() (const TPoint &x, const TPoint &y) const
std::string	GetKernelInfo () const
Public Member Functions inherited from statismo::MatrixValuedKernel< TPoint >
	MatrixValuedKernel (unsigned dim)
virtual unsigned	GetDimension () const

Additional Inherited Members
Protected Attributes inherited from statismo::MatrixValuedKernel< TPoint >
unsigned	m_dimension

Detailed Description

template<class TPoint>
class statismo::UncorrelatedMatrixValuedKernel< TPoint >

Takes a scalar valued kernel and creates a matrix valued kernel of the given dimension. The new kernel models the output components as independent, i.e. if K(x,y) is a scalar valued Kernel, the matrix valued kernel becomes Id*K(x,y), where Id is an identity matrix of dimensionality d.

Member Function Documentation

template<class TPoint >

std::string statismo::UncorrelatedMatrixValuedKernel< TPoint >::GetKernelInfo ( ) const

inlinevirtual

Return a description of this kernel.

Implements statismo::MatrixValuedKernel< TPoint >.

template<class TPoint >

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

inlinevirtual

Evaluate the kernel at the points x and y

Implements statismo::MatrixValuedKernel< TPoint >.

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

• KernelCombinators.h