A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks.

Qiu, Chunping; Schmitt, Michael; Geiß, Christian; Chen, Tzu-Hsin Karen; Zhu, Xiao Xiang.

Afiliação

Qiu C; Signal Processing in Earth Observation (SiPEO), Technical University of Munich (TUM), Arcisstr. 21, 80333 Munich, Germany.
Schmitt M; Signal Processing in Earth Observation (SiPEO), Technical University of Munich (TUM), Arcisstr. 21, 80333 Munich, Germany.
Geiß C; German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), Oberpfaffenhofen, 82234 Wessling, Germany.
Chen TK; Department of Environmental Science, Aarhus University, Frederiksborgvej 399, DK-4000 Roskilde, Denmark.
Zhu XX; Signal Processing in Earth Observation (SiPEO), Technical University of Munich (TUM), Arcisstr. 21, 80333 Munich, Germany.

ISPRS J Photogramm Remote Sens ; 163: 152-170, 2020 May.

Article em En | MEDLINE | ID: mdl-32377033