Fine-grained building function recognition with street-view images and GIS map data via geometry-aware semi-supervised learning

The diversity of building functions is vital for urban planning and optimizing infrastructure and services. Street-view images offer rich exterior details, aiding in function recognition. However, street-view building function annotations are limited and challenging to obtain. In this work, we propo...

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Bibliographic Details
Main Authors: Weijia Li, Jinhua Yu, Dairong Chen, Yi Lin, Runmin Dong, Xiang Zhang, Conghui He, Haohuan Fu
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:International Journal of Applied Earth Observations and Geoinformation
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Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225000330
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