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hydronavutil::Gmm Class Reference

A Gaussian Mixture Model (GMM) representing a distribution over 2D robot poses. More...

#include <gmm.h>

List of all members.

Public Member Functions

 Gmm (const Pose &mean, const Cov3d &cov)
 Convenience function for constructing a Gmm of one component.
 Gmm (const std::vector< Gaussian > &components, const std::vector< double > &weights)
 Construct arbitrary Gmm's.
const Gaussiancomponents (int i) const
 const access
double weights (int i) const
 const access
Gaussiancomponents (int i)
 non-const access
double & weights (int i)
 non-const access
int mlComponentI () const
 Returns the index of the most likely component.
const GaussianmlComponent () const
 Returns a const ref to the most likely component.
void addComponent (const Gaussian &comp, double weight)
 Renormalises to ensure the weights sum to one.


Detailed Description

A Gaussian Mixture Model (GMM) representing a distribution over 2D robot poses.

Author:
Alex Brooks


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

Webmaster: Tobias Kaupp (tobasco at users.sourceforge.net)


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