Seg2Vector: Remote Sensing Road Graph Extraction via Segmentation-to-Vector Transformation
Road graph extraction from high-resolution remote sensing images is a pivotal task for applications such as urban planning and autonomous driving. However, segmentation-based approaches often suffer from a complex entanglement between semantic feature learning and topological structure modeling. This coupling can resul...