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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Guo-Sheng Cai

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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

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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