SceneAware: Scene-Constrained Pedestrian Trajectory Prediction with LLM-Guided Walkability

Juho Bai, Inwook Shim

Accurate prediction of pedestrian trajectories is essential for applications in robotics and surveillance systems. While existing approaches primarily focus on social interactions…