[PDF][PDF] Towards context-aware road user safety systems: Design explorations using eye-tracking, object detection, and GPT-4V
With the rise of generative AI, it is important to identify the opportunities and limitations of
applying this technology to road safety applications. The current research explores the …
applying this technology to road safety applications. The current research explores the …
Road Hazard Stimuli: Annotated naturalistic road videos for studying hazard and scene perception
Driving requires vision, yet there is little empirical data about how vision and cognition
support safe driving. It is difficult to study perception during natural driving because the …
support safe driving. It is difficult to study perception during natural driving because the …
Did you see me? assessing perceptual vs. real driving gains across multi-modal pedestrian alert systems
In-vehicle support systems have the potential to reduce the risk of pedestrian collisions and
promote gains in braking performance and visual attention when scanning for threats on the …
promote gains in braking performance and visual attention when scanning for threats on the …
Driver information system: a combination of augmented reality, deep learning and vehicular Ad-hoc networks
Improving traffic safety is one of the important goals of Intelligent Transportation Systems
(ITS). In vehicle-based safety systems, it is more desirable to prevent an accident than to …
(ITS). In vehicle-based safety systems, it is more desirable to prevent an accident than to …
NAVIBox: Real-Time Vehicle–Pedestrian Risk Prediction System in an Edge Vision Environment
This study introduces a novel system, termed NAVIBox, designed to proactively identify
vehicle–pedestrian risks using vision sensors deployed within edge computing devices in …
vehicle–pedestrian risks using vision sensors deployed within edge computing devices in …
Computer vision systems for “context-aware” active vehicle safety and driver assistance
P Boyraz, X Yang, JHL Hansen - Digital signal processing for in-vehicle …, 2012 - Springer
Recent developments of information technology and mobile lifestyle have forced drivers to
multitask while they drive. The in-vehicle “infotainment” technology is already taking its place …
multitask while they drive. The in-vehicle “infotainment” technology is already taking its place …
Driver gaze fixation and pattern analysis in safety critical events
Driver attention is one of the major factors for roadway safety. This paper presents a
comprehensive analysis of context-aware driver gaze behavior using large-scale naturalistic …
comprehensive analysis of context-aware driver gaze behavior using large-scale naturalistic …
Road Hazard Stimuli: Annotated naturalistic road videos for studying hazard detection and scene perception
Driving requires vision, yet there is little empirical data about how vision and cognition
support safe driving. It is difficult to study perception during natural driving because the …
support safe driving. It is difficult to study perception during natural driving because the …
Accidentgpt: Accident analysis and prevention from v2x environmental perception with multi-modal large model
Traffic accidents, being a significant contributor to both human casualties and property
damage, have long been a focal point of research for many scholars in the field of traffic …
damage, have long been a focal point of research for many scholars in the field of traffic …
Toward prediction of driver awareness of automotive hazards: Driving-video-based simulation approach
Automated vehicles need to monitor not only the dynamic driving environment but also the
human driver's behavior for appropriate assistance or intervention. One such challenge in …
human driver's behavior for appropriate assistance or intervention. One such challenge in …