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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Autors principals:	Xiaoxiang Han, Yiman Liu, Gang Liu, Yuanjie Lin, Qiaohong Liu
Format:	Artigo
Idioma:	Inglês
Publicat:	PeerJ Inc. 2023-07-01
Col·lecció:	PeerJ Computer Science
Matèries:	Remote sensing image Semantic segmentation Context features Lightweight network Object attention
Accés en línia:	https://peerj.com/articles/cs-1467.pdf
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