Open access
Aug 2026
LOA-Net: Lightweight Orientation-Aware Network for Road Extraction from Remote Sensing Imagery
Accurate extraction of road networks from high-resolution remote sensing imagery is a fundamental task underpinning autonomous-driving navigation, urban spatial planning, and the dynamic updating of geographic information databases. Although existing road extraction methods attain outstanding pixel-level segmentation a...
Bo Huang, Yiwei Lu, Zi-Zhuo Li et al.
· Remote Sensing · 0 citations