Guo-Jun Chen

DAGMNet: A Dual-Branch Network for Connectivity-Preserving Road Extraction

Accurate extraction of road networks from high-resolution remote sensing imagery is critical for autonomous driving, urban planning, and intelligent transportation systems. However, existing methods often struggle to preserve connectivity and topology due to the narrow and curvilinear nature of roads, complex backgroun...