Title :
Interaction Analysis with a Bayesian Trajectory Model
Author :
Dore, Alessio ; Regazzoni, Carlo S.
Author_Institution :
Imperial Coll. London, London, UK
Abstract :
A Dynamic Bayesian Network model uses the Instantaneous Topological Map algorithm to process couples of observed interacting trajectories. It recognizes human interactions through the analysis of their patterns of movement.
Keywords :
belief networks; image recognition; video signal processing; Bayesian trajectory model; dynamic Bayesian network; human interaction recognition; instantaneous topological map algorithm; observed interacting trajectories; Dynamic Bayesian Networks; Interaction analysis; activity recognition; intelligent systems; trajectory analysis;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2010.37
