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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

WE1.O-3.6

End-to-end semantic segmentation and boundary regularization of buildings from satellite imagery

Qingyu Li, Technical University of Munich (TUM) / German Aerospace Center (DLR), Germany; Stefano Zorzi, Graz University of Technology, Austria; Yilei Shi, Technical University of Munich, Germany; Friedrich Fraundorfer, Graz University of Technology, German Aerospace Center, Austria; Xiao Xiang Zhu, Technical University of Munich (TUM) / German Aerospace Center (DLR), Germany
Session:
Advanced Segmentation and Land Cover Methods for Optical Data
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Wed, 14 Jul, 09:45-10:00 (UTC)
Wed, 14 Jul, 11:45-12:00 Central Europe Summer Time (UTC +2)
Wed, 14 Jul, 17:45-18:00 China Standard Time (UTC +8)
Wed, 14 Jul, 05:45-06:00 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Qingyu Li, Technical University of Munich, German Aerospace Center and Luc Baudoux, Institut national de l'information géographique et forestière
Session Manager:
Wufan Zhao
Presentation
Discussion
Resources
Session WE1.O-3
WE1.O-3.1: CONTEXTUAL LAND-COVER MAP TRANSLATION WITH SEMANTIC SEGMENTATION
Luc Baudoux, Institut national de l'information géographique et forestière, France; Jordi Inglada, Centre d'Etudes Spatiales de la Biosphère (CESBIO), France; Clément Mallet, Institut national de l'information géographique et forestière, France
WE1.O-3.2: Semi-Supervised Land-Use Classification Using Weakly Labeled Remote Sensing Data
Rui Wang, Man-On Pun, Chinese University of Hong Kong, Shenzhen, China; Huiliang Yu, Shanghai CAS-NOVA Satellite Technology Company Limited, China
WE1.O-3.3: LAND COVER CLASSIFICATION FROM A MAPPING PERSPECTIVE: PIXELWISE SUPERVISION IN THE DEEP LEARNING ERA
Thorsten Wilhelm, Dominik Koßmann, TU Dortmund University, Germany
WE1.O-3.4: A MULTI-TASK DEEP LEARNING FRAMEWORK FOR BUILDING FOOTPRINT SEGMENTATION
Burak Ekim, Elif Sertel, Istanbul Technical University, Turkey
WE1.O-3.5: HRLINKNET: LinkNet WITH HIGH-RESOLUTION REPRESENTATION FOR HIGH-RESOLUTION SATELLITE IMAGERY
Muyu Wu, Zhen Shu, Jinming Zhang, Xiangyun Hu, Wuhan University, China
WE1.O-3.6: End-to-end semantic segmentation and boundary regularization of buildings from satellite imagery
Qingyu Li, Technical University of Munich (TUM) / German Aerospace Center (DLR), Germany; Stefano Zorzi, Graz University of Technology, Austria; Yilei Shi, Technical University of Munich, Germany; Friedrich Fraundorfer, Graz University of Technology, German Aerospace Center, Austria; Xiao Xiang Zhu, Technical University of Munich (TUM) / German Aerospace Center (DLR), Germany

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