Intelligent emotion recognition for drivers using model-level multimodal fusion

Unstable emotions are considered to be an important factor contributing to traffic accidents. The probability of accidents can be reduced if emotional anomalies of drivers can be quickly identified and intervened. In this paper, we present a multimodal emotion recognition model, MHLT, which performs...

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Bibliographic Details

Published in:	Frontiers in Physics
Main Authors:	Xing Luan, Quan Wen, Bo Hang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-07-01
Subjects:	road rage detection driver emotion recognition multimodal emotion recognition attention mechanism deep learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fphy.2025.1599428/full