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Gustav Markkula

Institute for Transport Studies, University of Leeds, Leeds LS2 9JT, UK

Automated Brake Onset Detection in Naturalistic Driving Data

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Jul 23, 2025
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WeatherEdit: Controllable Weather Editing with 4D Gaussian Field

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May 26, 2025
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WeatherGS: 3D Scene Reconstruction in Adverse Weather Conditions via Gaussian Splatting

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Dec 25, 2024
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Pedestrian crossing decisions can be explained by bounded optimal decision-making under noisy visual perception

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Feb 06, 2024
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Using Models Based on Cognitive Theory to Predict Human Behavior in Traffic: A Case Study

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May 24, 2023
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Cross or Wait? Predicting Pedestrian Interaction Outcomes at Unsignalized Crossings

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Apr 17, 2023
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An active inference model of car following: Advantages and applications

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Mar 27, 2023
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Modeling human road crossing decisions as reward maximization with visual perception limitations

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Jan 27, 2023
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Beyond RMSE: Do machine-learned models of road user interaction produce human-like behavior?

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Jun 22, 2022
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How accurate models of human behavior are needed for human-robot interaction? For automated driving?

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Feb 12, 2022
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