[HTML][HTML] Peripheral vision in real-world tasks: A systematic review
Peripheral vision is fundamental for many real-world tasks, including walking, driving, and
aviation. Nonetheless, there has been no effort to connect these applied literatures to …
aviation. Nonetheless, there has been no effort to connect these applied literatures to …
Attention for vision-based assistive and automated driving: A review of algorithms and datasets
I Kotseruba, JK Tsotsos - IEEE transactions on intelligent …, 2022 - ieeexplore.ieee.org
Driving safety has been a concern since the first cars appeared on the streets. Driver
inattention has been singled out as a major cause of accidents early on. This is hardly …
inattention has been singled out as a major cause of accidents early on. This is hardly …
Toward a theory of visual information acquisition in driving
Objective The aim of this study is to describe information acquisition theory, explaining how
drivers acquire and represent the information they need. Background While questions of …
drivers acquire and represent the information they need. Background While questions of …
Medirl: Predicting the visual attention of drivers via maximum entropy deep inverse reinforcement learning
Inspired by human visual attention, we propose a novel inverse reinforcement learning
formulation using Maximum Entropy Deep Inverse Reinforcement Learning (MEDIRL) for …
formulation using Maximum Entropy Deep Inverse Reinforcement Learning (MEDIRL) for …
[HTML][HTML] Detection and response to critical lead vehicle deceleration events with peripheral vision: Glance response times are independent of visual eccentricity
Studies show high correlations between drivers' off-road glance duration or pattern and the
frequency of crashes. Understanding drivers' use of peripheral vision to detect and react to …
frequency of crashes. Understanding drivers' use of peripheral vision to detect and react to …
[HTML][HTML] Computational modeling of driver pre-crash brake response, with and without off-road glances: Parameterization using real-world crashes and near-crashes
When faced with an imminent collision threat, human vehicle drivers respond with braking in
a manner which is stereotypical, yet modulated in complex ways by many factors, including …
a manner which is stereotypical, yet modulated in complex ways by many factors, including …
Beyond gaze fixation: Modeling peripheral vision in relation to speed, Tesla Autopilot, cognitive load, and age in highway driving
Objective The study aims to model driver perception across the visual field in dynamic, real-
world highway driving. Background Peripheral vision acquires information across the visual …
world highway driving. Background Peripheral vision acquires information across the visual …
Behavioral research and practical models of drivers' attention
I Kotseruba, JK Tsotsos - arXiv preprint arXiv:2104.05677, 2021 - arxiv.org
Driving is a routine activity for many, but it is far from simple. Drivers deal with multiple
concurrent tasks, such as keeping the vehicle in the lane, observing and anticipating the …
concurrent tasks, such as keeping the vehicle in the lane, observing and anticipating the …
Visual complexity of head-up display in automobiles modulates attentional tunneling
Objective To investigate how the visual complexity of head-up displays (HUDs) influence the
allocation of driver's attention in two separate visual domains (near and far domains) …
allocation of driver's attention in two separate visual domains (near and far domains) …
Glanceable, legible typography over complex backgrounds
Modern digital interfaces display typeface in ways new to the 500 year old art of typography,
driving a shift in reading from primarily long-form to increasingly short-form. In safety-critical …
driving a shift in reading from primarily long-form to increasingly short-form. In safety-critical …