mlpack::ann::SVDConvolution< BorderMode > Class Template Reference

Computes the two-dimensional convolution using singular value decomposition. More...

#include <svd_convolution.hpp>

Static Public Member Functions
template<typename eT >
static void	Convolution (const arma::Mat< eT > &input, const arma::Mat< eT > &filter, arma::Mat< eT > &output)
template<typename eT >
static void	Convolution (const arma::Cube< eT > &input, const arma::Cube< eT > &filter, arma::Cube< eT > &output)
template<typename eT >
static void	Convolution (const arma::Mat< eT > &input, const arma::Cube< eT > &filter, arma::Cube< eT > &output)
template<typename eT >
static void	Convolution (const arma::Cube< eT > &input, const arma::Mat< eT > &filter, arma::Cube< eT > &output)

Detailed Description

template<typename BorderMode = FullConvolution>
class mlpack::ann::SVDConvolution< BorderMode >

Computes the two-dimensional convolution using singular value decomposition.

This class allows specification of the type of the border type. The convolution can be computed with the valid border type of the full border type (default).

FullConvolution: returns the full two-dimensional convolution. ValidConvolution: returns only those parts of the convolution that are computed without the zero-padded edges.

Template Parameters

BorderMode

Type of the border mode (FullConvolution or ValidConvolution).

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

• src/mlpack/methods/ann/convolution_rules/svd_convolution.hpp