DOGE: Differentiable Bezier Graph Optimization for Road Network Extraction

Jiahui Sun, Junran Lu, Jinhui Yin +3

Automatic extraction of road networks from aerial imagery is a fundamental task, yet prevailing methods rely on polylines that struggle to model curvilinear geometry. We maintain t…