Roadside video-based 2D digital twin representation and short-term trajectory prediction for urban intersections
Intersections are among the most critical scenes for traffic sensing, analysis, and motion forecasting. In fixed roadside wide-angle videos, however, accurate digital twin construction is hindered by strong perspective distortion, spatial mapping inconsistency across different image regions, occlusion-induced trajector...