Emotion recognition involving physiological and speech signals: A comprehensive review
M Ali, AH Mosa, FA Machot, K Kyamakya - Recent Advances in Nonlinear …, 2018 - Springer
Emotions play an extremely important role in how we make decisions, in planning, in
reasoning, and in other human mental states. The recognition of a driver's emotions is …
reasoning, and in other human mental states. The recognition of a driver's emotions is …
Detecting stress during real-world driving tasks using physiological sensors
This paper presents methods for collecting and analyzing physiological data during real-
world driving tasks to determine a driver's relative stress level. Electrocardiogram …
world driving tasks to determine a driver's relative stress level. Electrocardiogram …
Safety implications of providing real-time feedback to distracted drivers
A driving simulator study was conducted to assess whether real-time feedback on a driver's
state can influence the driver's interaction with in-vehicle information systems (IVIS) …
state can influence the driver's interaction with in-vehicle information systems (IVIS) …
Real-time driver's stress event detection
G Rigas, Y Goletsis, DI Fotiadis - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
In this paper, a real-time methodology for the detection of stress events while driving is
presented. The detection is based on the use of physiological signals, ie, electrocardiogram …
presented. The detection is based on the use of physiological signals, ie, electrocardiogram …
Where is computing driving cars?
Cars offer an excellent example of ubiquitous computing, and a technological revolution is
currently underway that will eventually see in-vehicle computers empowered with …
currently underway that will eventually see in-vehicle computers empowered with …
Auditory displays for in-vehicle technologies
Modern vehicle cockpits have begun to incorporate a number of information-rich techno-
logies, including systems to enhance and improve driving and navigation performance and …
logies, including systems to enhance and improve driving and navigation performance and …
Driver stress recognition for smart transportation: Applying multiobjective genetic algorithm for improving fuzzy c-means clustering with reduced time and model …
KT Chui - Sustainable Computing: Informatics and Systems, 2022 - Elsevier
Driver stress can lead to traffic deaths and injuries which ultimately bring on world economic
loss. Researchers are in full swing to develop various algorithms for driver stress recognition …
loss. Researchers are in full swing to develop various algorithms for driver stress recognition …
A globally generalized emotion recognition system involving different physiological signals
Machine learning approaches for human emotion recognition have recently demonstrated
high performance. However, only/mostly for subject-dependent approaches, in a variety of …
high performance. However, only/mostly for subject-dependent approaches, in a variety of …
A battle of voices: A study of the relationship between driving experience, driving style, and in-vehicle voice assistant character
F He, CM Burns - Proceedings of the 14th International Conference on …, 2022 - dl.acm.org
This study extends efforts to understand the interplay of contextual factors in the
personalization of in-vehicle voice interfaces. In particular, an online study found that neither …
personalization of in-vehicle voice interfaces. In particular, an online study found that neither …
Menu navigation with in-vehicle technologies: Auditory menu cues improve dual task performance, preference, and workload
Auditory display research for driving has mainly examined a limited range of tasks (eg,
collision warnings, cell phone tasks). In contrast, the goal of this project was to evaluate the …
collision warnings, cell phone tasks). In contrast, the goal of this project was to evaluate the …