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Author

Guo-Sheng Cai

2 papers indexed here

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2026

CoRe-SCD: A Boundary-Task Co-Refinement Network for Semantic Change Detection in Remote Sensing Images

Semantic change detection (SCD) in high-resolution remote sensing imagery is a core technology for quantifying land-cover transitions and supporting refined territorial management. Most existing SCD methods explicitly decouple the task into semantic segmentation (SS) and change detection (CD). However, this paradigm ov...

Zhengfang Lou, Xiao-Ping Lu, Yao Lu et al. · 0 citations
Open access Sep 2026

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

Accurate extraction of the spatial distribution of buildings from remote sensing imagery in complex urban environments is essential for urban planning and development. However, existing methods often suffer from high computational costs and insufficient building boundary recovery, making it difficult to achieve both ef...

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

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