A survey on measuring cognitive workload in human-computer interaction
The ever-increasing number of computing devices around us results in more and more
systems competing for our attention, making cognitive workload a crucial factor for the user …
systems competing for our attention, making cognitive workload a crucial factor for the user …
[HTML][HTML] A review of psychophysiological measures to assess cognitive states in real-world driving
As driving functions become increasingly automated, motorists run the risk of becoming
cognitively removed from the driving process. Psychophysiological measures may provide …
cognitively removed from the driving process. Psychophysiological measures may provide …
A review, current challenges, and future possibilities on emotion recognition using machine learning and physiological signals
The seminal work on Affective Computing in 1995 by Picard set the base for computing that
relates to, arises from, or influences emotions. Affective computing is a multidisciplinary field …
relates to, arises from, or influences emotions. Affective computing is a multidisciplinary field …
Driving behavior analysis guidelines for intelligent transportation systems
MN Azadani, A Boukerche - IEEE transactions on intelligent …, 2021 - ieeexplore.ieee.org
The advent of in-vehicle networking systems as well as state-of-the-art sensors and
communication technologies have facilitated the collection of large volume and almost real …
communication technologies have facilitated the collection of large volume and almost real …
Classifying driver workload using physiological and driving performance data: two field studies
Understanding the driver's cognitive load is important for evaluating in-vehicle user
interfaces. This paper describes experiments to assess machine learning classification …
interfaces. This paper describes experiments to assess machine learning classification …
A model relating pupil diameter to mental workload and lighting conditions
In this paper, we present a proof-of-concept approach to estimating mental workload by
measuring the user's pupil diameter under various controlled lighting conditions. Knowing …
measuring the user's pupil diameter under various controlled lighting conditions. Knowing …
Cognitive heat: exploring the usage of thermal imaging to unobtrusively estimate cognitive load
Current digital systems are largely blind to users' cognitive states. Systems that adapt to
users' states show great potential for augmenting cognition and for creating novel user …
users' states show great potential for augmenting cognition and for creating novel user …
From manual driving to automated driving: A review of 10 years of autoui
This paper gives an overview of the ten-year development of the papers presented at the
International ACM Conference on Automotive User Interfaces and Interactive Vehicular …
International ACM Conference on Automotive User Interfaces and Interactive Vehicular …
Approaches, applications, and challenges in physiological emotion recognition—a tutorial overview
An automatic emotion recognition system can serve as a fundamental framework for various
applications in daily life from monitoring emotional well-being to improving the quality of life …
applications in daily life from monitoring emotional well-being to improving the quality of life …
Improving driver identification for the next-generation of in-vehicle software systems
A El Mekki, A Bouhoute… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper deals with driver identification and fingerprinting and its application for enhanced
driver profiling and car security in connected cars. We introduce a new driver identification …
driver profiling and car security in connected cars. We introduce a new driver identification …