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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書誌詳細

出版年:	Remote Sensing
主要な著者:	Getachew Workineh Gella, Lorenz Wendt, Stefan Lang, Dirk Tiede, Barbara Hofer, Yunya Gao, Andreas Braun
フォーマット:	論文
言語:	英語
出版事項:	MDPI AG 2022-02-01
主題:	deep learning dwelling extraction refugee settlement IDPs Mask R-CNN
オンライン･アクセス:	https://www.mdpi.com/2072-4292/14/3/689