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Open access Sep 2026

LGAS-UNet: A Lightweight Network for Building Extraction from Remote Sensing Imagery in Complex Urban Scenes

It is demonstrated that LGAS-UNet can efficiently and accurately extract buildings from remote sensing imagery in complex urban environments, providing a practical methodological reference for urban planning and management.

Yao Lu, Gang Cheng, Guo-Sheng Cai et al. · 0 citations

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