Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network

Earth-observation-based mapping plays a critical role in humanitarian responses by providing timely and accurate information in inaccessible areas, or in situations where frequent updates and monitoring are required, such as in internally displaced population (IDP)/refugee settlements. Manual inform...

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Detalhes bibliográficos

Principais autores:	Getachew Workineh Gella, Lorenz Wendt, Stefan Lang, Dirk Tiede, Barbara Hofer, Yunya Gao, Andreas Braun
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2022-02-01
coleção:	Remote Sensing
Assuntos:	deep learning dwelling extraction refugee settlement IDPs Mask R-CNN
Acesso em linha:	https://www.mdpi.com/2072-4292/14/3/689
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