Hao-Wen Wei

NBASNet: a network-based approach with super token sampling for accurate road extraction in ambiguous and obscured environments

Road extraction remains a challenging task due to irregular shapes, varying widths, occlusions, and complex terrain. Existing models often fail to address key issues, such as extraction interruptions caused by trees, buildings, or shadows, and the difficulty of distinguishing road edges from surrounding features under...