Articles with "posterior knowledge" as a keyword



A Completing Missing Pedestrian Trajectories Method Driven by Prior-Posterior Knowledge and Interactive Information

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Published in 2025 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2025.3559191

Abstract: Pedestrian historical trajectory completion significantly bolsters the predictive accuracy of models. However, traditional statistical models such as Hidden Markov Models (HMM), which focus solely on individual pedestrian trajectories, often fall short in terms of generalization.… read more here.

Keywords: pedestrian trajectories; knowledge interactive; missing pedestrian; posterior knowledge ... See more keywords