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

Author

Junseo Baek

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Review Open access Sep 2026

Label-Efficient Semi-Supervised Building Semantic Segmentation for High-Resolution UAV Imagery

Accurate building segmentation from high-resolution unmanned aerial vehicle (UAV) imagery is essential for urban mapping, three-dimensional modeling, and related remote sensing applications. However, constructing precise pixel-level annotations for such imagery is labor-intensive, whereas unlabeled imagery from new sur...

Gahyun Lee, Junseo Baek, Youkyung Han · 0 citations

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