AI RESEARCH
Multi-Context Fusion Transformer for Pedestrian Crossing Intention Prediction in Urban Environments
arXiv CS.AI
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ArXi:2511.20011v2 Announce Type: replace-cross Pedestrian crossing intention prediction is essential for autonomous vehicles to improve pedestrian safety and reduce traffic accidents. However, accurate pedestrian intention prediction in urban environments remains challenging due to the multitude of factors affecting pedestrian behavior.