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LOANet: a lightweight network using object attention for extracting buildings and roads from UAV aerial remote sensing images

Semantic segmentation for extracting buildings and roads from uncrewed aerial vehicle (UAV) remote sensing images by deep learning becomes a more efficient and convenient method than traditional manual segmentation in surveying and mapping fields. In order to make the model lightweight and improve t...

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Detalles Bibliográficos
Autores principales: Han, Xiaoxiang, Liu, Yiman, Liu, Gang, Lin, Yuanjie, Liu, Qiaohong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403170/
https://www.ncbi.nlm.nih.gov/pubmed/37547422
http://dx.doi.org/10.7717/peerj-cs.1467