ClMarkovChain Class Reference

#include <ImFusion/CL/ClMarkovChain.h>

OpenCL-based Viterbi algorithm. More...

Detailed Description

OpenCL-based Viterbi algorithm.

Public Member Functions
std::vector< int >	logViterbi (const Eigen::VectorXf &initProb, const Eigen::MatrixXf &obsProb, const Eigen::MatrixXf &transProb)
	Predict the states given a set of probabilities.

Member Function Documentation

logViterbi()

std::vector< int > logViterbi	(	const Eigen::VectorXf &	initProb,
		const Eigen::MatrixXf &	obsProb,
		const Eigen::MatrixXf &	transProb )

Predict the states given a set of probabilities.

Parameters

initProb	Probabilities of the state at time t=0
obsProb	Observation matrix of size States x Observations. Defines probability to see an observation from a particular state
transProb	Transition matrix is of size States x States, where rows are the target state and columns the source states. Defines probabiity to change from one state to another

Returns

predicted states

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

• ImFusion/CL/ClMarkovChain.h