Leveraging Synthetic Data and Differentiated Knowledge Transfer for Pedestrian Crossing Prediction in Safe Driving

A gated synthetic-to-real knowledge transfer approach (Gated-S2R-PCP) is proposed to effectively leverage diverse synthetic data for pedestrian crossing prediction in real-world driving scenes.