基于凝视的驾驶员分心对策:比较多模态警报对驾驶员行为和视觉注意力的影响

IF 5.3 2区 计算机科学 Q1 COMPUTER SCIENCE, CYBERNETICS
Jérémy Lachance-Tremblay , Zoubeir Tkiouat , Pierre-Majorique Léger , Ann-Frances Cameron , Ryad Titah , Constantinos K. Coursaris , Sylvain Sénécal
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引用次数: 0

摘要

本研究利用实时眼动跟踪数据介绍并评估了不同的应对措施。当驾驶员的视线偏离道路的时间超过预定阈值时,这些对策就会检测到,然后将驾驶员的注意力重新引导到道路上。这些对策包括使用听觉、触觉和视觉模式组合的双模和三模警报。这些对策展示了在驾驶员监控和高级驾驶员辅助系统中采用眼动跟踪技术的效用。随着车载信息娱乐系统等设备使用量的增加,这些措施也能提高安全性。结果表明,应对措施能有效地将驾驶员的注意力重新转移到道路上,从而提高在路上的注视时间。此外,包含视觉模式的双模警报在将参与者的视线转向路面方面效果较差,导致驾驶表现较差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A gaze-based driver distraction countermeasure: Comparing effects of multimodal alerts on driver's behavior and visual attention

This study, introduces and evaluates different countermeasures using real-time eye-tracking data. The countermeasures detect when driver gaze deviates from the road for longer than a predetermined threshold and then redirect the driver's attention back to the road. The countermeasures include bimodal and trimodal alerts using combinations of auditory, tactile, and visual modalities. These countermeasures showcase the utility of adopting eye-tracking technologies in the context of driver monitoring and advanced driver's assistance systems. They enhance safety as a safeguard for the increased use of devices such as in-vehicle infotainment systems. Results show that countermeasures effectively redirect drivers’ attention to the road, with higher on-road gaze time. Additionally, bimodal alerts that include the visual modality are less effective at redirecting participants’ gaze on-road and result in poorer driving performance.

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来源期刊
International Journal of Human-Computer Studies
International Journal of Human-Computer Studies 工程技术-计算机:控制论
CiteScore
11.50
自引率
5.60%
发文量
108
审稿时长
3 months
期刊介绍: The International Journal of Human-Computer Studies publishes original research over the whole spectrum of work relevant to the theory and practice of innovative interactive systems. The journal is inherently interdisciplinary, covering research in computing, artificial intelligence, psychology, linguistics, communication, design, engineering, and social organization, which is relevant to the design, analysis, evaluation and application of innovative interactive systems. Papers at the boundaries of these disciplines are especially welcome, as it is our view that interdisciplinary approaches are needed for producing theoretical insights in this complex area and for effective deployment of innovative technologies in concrete user communities. Research areas relevant to the journal include, but are not limited to: • Innovative interaction techniques • Multimodal interaction • Speech interaction • Graphic interaction • Natural language interaction • Interaction in mobile and embedded systems • Interface design and evaluation methodologies • Design and evaluation of innovative interactive systems • User interface prototyping and management systems • Ubiquitous computing • Wearable computers • Pervasive computing • Affective computing • Empirical studies of user behaviour • Empirical studies of programming and software engineering • Computer supported cooperative work • Computer mediated communication • Virtual reality • Mixed and augmented Reality • Intelligent user interfaces • Presence ...
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