XMM - Probabilistic Models for Motion Recognition and Mapping

Public Types | List of all members
xmm::HMM Class Reference

#include <xmmHmmParameters.hpp>

Public Types

enum  TransitionMode { TransitionMode::Ergodic = 0, TransitionMode::LeftRight = 1 }
 Type of Transition Matrix. More...
 
enum  RegressionEstimator { RegressionEstimator::Full = 0, RegressionEstimator::Windowed = 1, RegressionEstimator::Likeliest = 2 }
 Estimator for the regression with HMMs. More...
 

Member Enumeration Documentation

Estimator for the regression with HMMs.

Enumerator
Full 

The output is estimated by a weighted regression over all states.

Windowed 

The output is estimated by a weighted regression over a window centered around the likeliest state.

Likeliest 

The output is estimated by a regression using the likeliest state only.

Type of Transition Matrix.

Enumerator
Ergodic 

Ergodic Transition Matrix.

LeftRight 

Left-Right Transition model.

The only authorized transitions are: auto-transition and transition to the next state


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