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cs.RO2026
A Graph Neural Network Approach for Solving the Ranked Assignment Problem in Multi-Object Tracking
Robin Dehler, Martin Herrmann, Jan Strohbeck +1
Associating measurements with tracks is a crucial step in Multi-Object Tracking (MOT) to guarantee the safety of autonomous vehicles. To manage the exponentially growing number of…
cs.RO2024
Fast Long-Term Multi-Scenario Prediction for Maneuver Planning at Unsignalized Intersections
Max Bastian Mertens, Jona Ruof, Jan Strohbeck +1
Motion prediction for intelligent vehicles typically focuses on estimating the most probable future evolutions of a traffic scenario. Estimating the gap acceptance, i.e., whether a…