Pedestrian dynamics modeling and social force analysis based on object detection

IntroductionObject detection is a fundamental component of modern computational applications, playing a crucial role in pedestrian analysis, autonomous navigation, and crowd monitoring. Despite its widespread utility, pedestrian-oriented object detection faces significant challenges, including dynam...

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Bibliographic Details

Published in:	Frontiers in physics Vol. 13
Main Authors:	Yang, Fangyan, Liu, Rong, Zhu, Daoyu
Format:	Journal Article
Language:	English
Published:	Frontiers Media S.A 07.07.2025
Subjects:	crowd dynamics deep learning pedestrian detection social force model variational inference
ISSN:	2296-424X, 2296-424X
Online Access:	Get full text
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