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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TU3.O-12.6

STRUCTURED BUILDING EXTRACTION FROM HIGH-RESOLUTION SATELLITE IMAGES WITH A HYBRID CONVOLUTIONAL NEURAL NETWORK

Jianing Wang, Hanjiang Xiong, Jianya Gong, Xianwei Zheng, Wuhan University, China
Session:
Land Cover Classification and Object Extraction
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Tue, 13 Jul, 13:40-13:55 (UTC)
Tue, 13 Jul, 15:40-15:55 Central Europe Summer Time (UTC +2)
Tue, 13 Jul, 21:40-21:55 China Standard Time (UTC +8)
Tue, 13 Jul, 09:40-09:55 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Gabriele Moser, University of Genoa and Di Zhang, University of Hamburg
Session Manager:
Meenal Sharma
Presentation
Discussion
Resources
Session TU3.O-12
TU3.O-12.1: DISENTANGLED NON-LOCAL NETWORK FOR HYPERSPECTRAL AND LIDAR DATA CLASSIFICATION
Wenxia Liu, Feng Gao, Junyu Dong, Ocean University of China, China
TU3.O-12.2: HYPERSPECTRAL AND LIDAR DATA CLASSIFICATION BASED ON LINEAR SELF-ATTENTION
Min Feng, Feng Gao, Jian Fang, Junyu Dong, Ocean University of China, China
TU3.O-12.3: INVESTIGATING FUSION STRATEGIES ON ENCODER-DECODER NETWORKS FOR CROP SEGMENTATION USING SAR AND OPTICAL IMAGE SEQUENCES
Laura Elena Cué La Rosa, Pontifical Catholic University of Rio de Janeiro, Brazil; Dário Augusto Borges Oliveira, IBM Research, Brazil, Brazil; Raul Queiroz Feitosa, Pontifical Catholic University of Rio de Janeiro, Brazil
TU3.O-12.4: SOFNet: SAR-Optical Fusion Network for Land Cover Classification
Di Zhang, Martin Gade, Jianwei Zhang, University of Hamburg, Germany
TU3.O-12.5: ROAD EXTRACTION AND ROAD WIDTH ESTIMATION VIA FUSION OF AERIAL OPTICAL IMAGERY, GEOSPATIAL DATA, AND STREET-LEVEL IMAGES
Andrea Grillo, University of Genoa, Italy; Vladimir Krylov, Dublin City University, Ireland; Gabriele Moser, University of Genoa, Italy; Sebastiano Serpico, Università degli Studi di Genova, Italy
TU3.O-12.6: STRUCTURED BUILDING EXTRACTION FROM HIGH-RESOLUTION SATELLITE IMAGES WITH A HYBRID CONVOLUTIONAL NEURAL NETWORK
Jianing Wang, Hanjiang Xiong, Jianya Gong, Xianwei Zheng, Wuhan University, China

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