<i>ADABase</i>: A Multimodal Dataset for Cognitive Load Estimation

<i>ADABase</i>: A Multimodal Dataset for Cognitive Load Estimation

Driver monitoring systems play an important role in lower to mid-level autonomous vehicles. Our work focuses on the detection of cognitive load as a component of driver-state estimation to improve traffic safety. By inducing single and dual-task workloads of increasing intensity on 51 subjects, whil...

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Bibliographic Details
Main Authors: Maximilian P. Oppelt, Andreas Foltyn, Jessica Deuschel, Nadine R. Lang, Nina Holzer, Bjoern M. Eskofier, Seung Hee Yang
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
cognitive load
affective computing
autonomous driving
machine learning
multimodal dataset
Online Access:https://www.mdpi.com/1424-8220/23/1/340

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