[HTML][HTML] Driving Violation Prediction Based on an Emotional Style Transfer Network

M Wang, N Li - Sustainability, 2023 - mdpi.com
Emotions are closely related to driving behavior, and drivers with different emotions have
different degrees of bad driving behavior. In order to explore the relationship between …

[PDF][PDF] The Effect of Emotion Induction on Situation Awareness and Driving Performance

F Azzahra, T Wijayanto - Proceedings of the Second Asia Pacific …, 2021 - ieomsociety.org
This study investigates the effects of pre-induced emotions on situation awareness (SA) and
driving performance. Twelve male students (mean age of 23.9±1.8 years old) with a valid …

Cpsor-gcn: A vehicle trajectory prediction method powered by emotion and cognitive theory

L Tang, Y Li, J Yuan, A Fu, J Sun - arXiv preprint arXiv:2311.08086, 2023 - arxiv.org
Active safety systems on vehicles often face problems with false alarms. Most active safety
systems predict the driver's trajectory with the assumption that the driver is always in a …

Feature extraction and dynamic identification of driving intention adapting to multi-mode emotions

X Wang, Y Liu, Q Xu, Y Xia, H Zhao… - Advances in …, 2019 - journals.sagepub.com
Accurate identification of driving intention and reasonable control of driver's behavior is seen
as an important mean to reduce man-made traffic accidents for the intelligent vehicle …

A validated fuzzy logic inspired driver distraction evaluation system for road safety using artificial human driver emotion

F Riaz, S Khadim, R Rauf, M Ahmad, S Jabbar… - Computer Networks, 2018 - Elsevier
This research paper presents a validated emotion enabled cognitive driver assistance
model (EECDAM) as an accident prevention scheme while keeping in mind different types of …

Driver's emotion and behavior classification system based on Internet of Things and deep learning for Advanced Driver Assistance System (ADAS)

M Tauqeer, S Rubab, MA Khan, RA Naqvi… - Computer …, 2022 - Elsevier
Classification of driver's emotion is an important issue that can be used to increase
awareness of driving habits of drivers as many drivers are overconfident and are unaware of …

The analysis of driver's behavioral tendency under different emotional states based on a Bayesian Network

YQ Liu, XY Wang - IEEE Transactions on Affective Computing, 2020 - ieeexplore.ieee.org
Affective factors have been associated with an array of driving behaviors. However, the
mechanism by which emotion influences driving behaviors remains largely unknown. In the …

Drive safe: Cognitive-behavioral mining for intelligent transportation cyber-physical system

MS Munir, SF Abedin, KT Kim, DH Kim… - arXiv preprint arXiv …, 2020 - arxiv.org
This paper presents a cognitive behavioral-based driver mood repairment platform in
intelligent transportation cyber-physical systems (IT-CPS) for road safety. In particular, we …

Road rage recognition system based on face detection emotion

Q Xia, J Li, A Dong - … Communications, Networks, and Systems: 12th EAI …, 2022 - Springer
The drivers' anger caused by the influence of external environment leads to excessive
aggressive driving behavior which brings great potential danger to traffic safety. This paper …

A dynamics model for driving behavior based on coupling actuation of bounded rational cognition and diverse emotions

X Wang, J Han, Y Liu, H Shi, L Chen, F Zhong… - … research part C …, 2024 - Elsevier
Precise comprehension about the impacts of drivers' rational and perceptual characteristics
on their behavioral decisions is crucial for the accurate prediction of driving behavior. In the …