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DMMNet: A Pedestrian Trajectory Prediction Method based on Decomposed Multimodal Modelling of Human Dynamics

2024-04-22

Abstract excerpt

<title>Abstract</title> <p>Pedestrian trajectory prediction has wide applications in various engineering disciplines and in autonomous driving. It can effectively enhance traffic safety, improve traffic flow, optimize urban planning, and enhance the safety of autonomous driving. However, current methods can only perform unimodal predictions and cannot consider the diversity and uncertainty of pedestrian behavior....

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Literature Corpus work
f1025e5b-8269-58b2-8397-4fcd09763a5f
DOI
10.21203/rs.3.rs-4284368/v1
Open publication

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