105 citations · 147 across the 8 of their papers we have counts for
5 papers · 1 filter
Characterizing Structured versus Unstructured Environments based on Pedestrians' and Vehicles' Motion Trajectories
Mahsa Golchoubian, Moojan Ghafurian, Nasser Lashgarian Azad +1
Trajectory behaviours of pedestrians and vehicles operating close to each other can be different in unstructured compared to structured environments. These differences in the motio…
Uncertainty-Aware DRL for Autonomous Vehicle Crowd Navigation in Shared Space
Mahsa Golchoubian, Moojan Ghafurian, Kerstin Dautenhahn +1
Safe, socially compliant, and efficient navigation of low-speed autonomous vehicles (AVs) in pedestrian-rich environments necessitates considering pedestrians' future positions and…
Polar Collision Grids: Effective Interaction Modelling for Pedestrian Trajectory Prediction in Shared Space Using Collision Checks
Mahsa Golchoubian, Moojan Ghafurian, Kerstin Dautenhahn +1
Predicting pedestrians' trajectories is a crucial capability for autonomous vehicles' safe navigation, especially in spaces shared with pedestrians. Pedestrian motion in shared spa…
Pedestrian Trajectory Prediction in Pedestrian-Vehicle Mixed Environments: A Systematic Review
Mahsa Golchoubian, Moojan Ghafurian, Kerstin Dautenhahn +1
Planning an autonomous vehicle's (AV) path in a space shared with pedestrians requires reasoning about pedestrians' future trajectories. A practical pedestrian trajectory predictio…
Using Affect as a Communication Modality to Improve Human-Robot Communication in Robot-Assisted Search and Rescue Scenarios
Sami Alperen Akgun, Moojan Ghafurian, Mark Crowley +1
Emotions can provide a natural communication modality to complement the existing multi-modal capabilities of social robots, such as text and speech, in many domains. We conducted t…