Search Results - "Pekkanen, Jami"
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A new and general approach to signal denoising and eye movement classification based on segmented linear regression
Published in Scientific reports (18-12-2017)“…We introduce a conceptually novel method for eye-movement signal analysis. The method is general in that it does not place severe restrictions on sampling…”
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Humans Use Predictive Gaze Strategies to Target Waypoints for Steering
Published in Scientific reports (06-06-2019)“…A major unresolved question in understanding visually guided locomotion in humans is whether actions are driven solely by the immediately available optical…”
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Systematic Observation of an Expert Driver's Gaze Strategy-An On-Road Case Study
Published in Frontiers in psychology (27-04-2017)“…In this paper we present and qualitatively analyze an expert driver's gaze behavior in natural driving on a real road, with no specific experimental task or…”
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Drivers use active gaze to monitor waypoints during automated driving
Published in Scientific reports (08-01-2021)“…Automated vehicles (AVs) will change the role of the driver, from actively controlling the vehicle to primarily monitoring it. Removing the driver from the…”
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Predicting takeover response to silent automated vehicle failures
Published in PloS one (30-11-2020)“…Current and foreseeable automated vehicles are not able to respond appropriately in all circumstances and require human monitoring. An experimental examination…”
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Humans use Optokinetic Eye Movements to Track Waypoints for Steering
Published in Scientific reports (06-03-2020)“…It is well-established how visual stimuli and self-motion in laboratory conditions reliably elicit retinal-image-stabilizing compensatory eye movements (CEM)…”
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Looking at the Road When Driving Around Bends: Influence of Vehicle Automation and Speed
Published in Frontiers in psychology (08-08-2019)“…When negotiating bends car drivers perform gaze polling: their gaze shifts between guiding fixations (GFs; gaze directed 1-2 s ahead) and look-ahead fixations…”
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Trade-off between jerk and time headway as an indicator of driving style
Published in PloS one (17-10-2017)“…Variation in longitudinal control in driving has been discussed in both traffic psychology and transportation engineering. Traffic psychologists have concerned…”
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Action control, forward models and expected rewards: representations in reinforcement learning
Published in Synthese (Dordrecht) (01-12-2021)“…The fundamental cognitive problem for active organisms is to decide what to do next in a changing environment. In this article, we analyze motor and action…”
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Task-Difficulty Homeostasis in Car Following Models: Experimental Validation Using Self-Paced Visual Occlusion
Published in PloS one (13-01-2017)“…Car following (CF) models used in traffic engineering are often criticized for not incorporating "human factors" well known to affect driving. Some recent work…”
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Effects of an Active Visuomotor Steering Task on Covert Attention
Published in Journal of eye movement research (08-08-2019)“…In complex dynamic tasks such as driving it is essential to be aware of potentially important targets in peripheral vision. While eye tracking methods in…”
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A computational model for driver's cognitive state, visual perception and intermittent attention in a distracted car following task
Published in Royal Society open science (01-09-2018)“…We present a computational model of intermittent visual sampling and locomotor control in a simple yet representative task of a car driver following another…”
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Driver Gaze Behavior Is Different in Normal Curve Driving and when Looking at the Tangent Point
Published in PloS one (19-08-2015)“…Several steering models in the visual science literature attempt to capture the visual strategies in curve driving. Some of them are based on steering points…”
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Pursuit eye-movements in curve driving differentiate between future path and tangent point models
Published in PloS one (22-07-2013)“…For nearly 20 years, looking at the tangent point on the road edge has been prominent in models of visual orientation in curve driving. It is the most common…”
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Motion Extrapolation Across the Visual Periphery
Published in Journal of vision (Charlottesville, Va.) (01-08-2023)Get full text
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Reward and Response Accuracy Trade-offs in Visuomotor Decisions Under Uncertainty
Published in Journal of vision (Charlottesville, Va.) (01-08-2023)Get full text
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Tracking an occluded visual target with sequences of saccades
Published in Journal of vision (Charlottesville, Va.) (18-01-2022)“…Gaze behavior during visual tracking consists of a combination of pursuit and saccadic movements. When the tracked object is intermittently occluded, the role…”
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Can gaze control steering?
Published in Journal of vision (Charlottesville, Va.) (21-07-2023)“…When steering a trajectory, we direct our gaze to locations (1-3 s ahead) that we want to steer through. How and why are these active gaze patterns conducive…”
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Visual anticipation of the future path: Predictive gaze and steering
Published in Journal of vision (Charlottesville, Va.) (26-08-2021)“…Skillful behavior requires the anticipation of future action requirements. This is particularly true during high-speed locomotor steering where solely…”
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Variable-Drift Diffusion Models of Pedestrian Road-Crossing Decisions
Published in Computational brain & behavior (01-03-2022)“…Human behavior and interaction in road traffic is highly complex, with many open scientific questions of high applied importance, not least in relation to…”
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