MATADOR: Multimodal traffic accident prediction enhanced by multi-source aggregated emotion recognition

Open Webpage

Sainan Zhang, Rui Mao, Jun Zhang, Luwei Xiao, Erik Cambria

Published: 01 Jan 2025, Last Modified: 27 Sept 2025Inf. Fusion 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose a novel multi-source traffic accident prediction model, termed MATADOR.•We propose a dynamic assisting mechanism to improve the main accident prediction task.•A multimodal dataset is proposed for accident prediction in emergency driving scenes.