Social-aware trajectory prediction using goal-directed attention networks with egocentric vision

This study presents a novel social-goal attention networks (SGANet) model that employs a vision-based multi-stacked neural network framework to predict multiple future trajectories for both homogeneous and heterogeneous road users. Unlike existing methods that focus solely on one dataset type and tr...

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Bibliographic Details
Main Authors: Lia Astuti, Chui-Hong Chiu, Yu-Chen Lin, Ming-Chih Lin
Format: Article
Language:English
Published: PeerJ Inc. 2025-04-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-2842.pdf
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