Xiucheng Guo

Multi-stage temporal inference and adaptive windowing for automatic lane-change onset labeling from trajectory data

Accurate identification of lane-change onset from vehicle trajectories is essential for driving behavior analysis and trajectory-based modeling. Existing signal-based studies commonly localize onset using fixed retrospective windows on pre-selected single-event samples, leaving l...