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Rank2tell: A multimodal driving dataset for joint importance ranking and reasoning
The widespread adoption of commercial autonomous vehicles (AVs) and advanced driver
assistance systems (ADAS) may largely depend on their acceptance by society, for which …
assistance systems (ADAS) may largely depend on their acceptance by society, for which …
Evaluating the effectiveness of contact-analog and bounding box prototypes in augmented reality head-up display warning for Chinese novice drivers under various …
W Chen, L Niu, S Liu, S Ma, H Li… - International Journal of …, 2024 - Taylor & Francis
Abstract Augmented Reality Head-Up Display (AR-HUD) is a promising solution to the
current warning system distraction problem. However, how to effectively convey warnings …
current warning system distraction problem. However, how to effectively convey warnings …
Object importance estimation using counterfactual reasoning for intelligent driving
The ability to identify important objects in a complex and dynamic driving environment is
essential for autonomous driving agents to make safe and efficient driving decisions. It also …
essential for autonomous driving agents to make safe and efficient driving decisions. It also …
On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance
This paper addresses the problem of on-road object importance estimation, which utilizes
video sequences captured from the driver's perspective as the input. Although this problem …
video sequences captured from the driver's perspective as the input. Although this problem …
The Impact of Pedestrian Interactions in Intersections on the Three Levels of Drivers' Situation Awareness
Evaluating drivers' situation awareness (SA) is important in the implementation of alert
prioritization. This study investigates the relationship between driving performance …
prioritization. This study investigates the relationship between driving performance …
Priority Design in Multi-Target AR-HUD Warning: Evidence from Eye Movement and Behavior of the Novice Driver
W Chen, C Song, J Luo, Z Xu, H Li, S Ma… - … Journal of Human …, 2024 - Taylor & Francis
Abstract Technically, Augmented Reality Head-Up Display (AR-HUD) technology can
augment multiple targets in the scene. However, existing literature predominantly focuses on …
augment multiple targets in the scene. However, existing literature predominantly focuses on …
The impact of environmental features on drivers' situation awareness using real-world driving scenarios
Advanced driver assistance systems (ADAS) need to account for the driver's awareness of
the environment to be effectively used. This study examines the impact of environmental …
the environment to be effectively used. This study examines the impact of environmental …
Multi-sensor Fusion for In-cabin Vehicular Sensing Applications
Cyber-physical-human systems (CPHS) in AI-based driver assistance applications require
the integration of data from diverse modalities. These in-cabin CPHSs offer rich sensing …
the integration of data from diverse modalities. These in-cabin CPHSs offer rich sensing …
Optimal Driver Warning Generation in Dynamic Driving Environment
The driver warning system that alerts the human driver about potential risks during driving is
a key feature of an advanced driver assistance system. Existing driver warning technologies …
a key feature of an advanced driver assistance system. Existing driver warning technologies …
An Interactive Protocol to Measure a Driver's Situational Awareness
Commonly used protocols for capturing the ground-truth situational awareness (SA) of
drivers involve halting a simulation and querying the driver. SA data collected in this way is …
drivers involve halting a simulation and querying the driver. SA data collected in this way is …