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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

MO1.O-16.5

Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction

Danfeng Hong, German Aerospace Center (DLR), Germany; Xin Wu, Beijing Institute of Technology, China; Jing Yao, Lianru Gao, Bing Zhang, Chinese Academy of Sciences, China; Jocelyn Chanussot, Université Grenoble Alpes, INRIA, CNRS, Grenoble INP, LJK, France
Session:
Data Fusion: The AI Era
Track:
Invited Sessions
Presentation Time:
Mon, 12 Jul, 15:30-15:45 (UTC)
Mon, 12 Jul, 17:30-17:45 Central Europe Summer Time (UTC +2)
Mon, 12 Jul, 23:30-23:45 China Standard Time (UTC +8)
Mon, 12 Jul, 11:30-11:45 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Yokoya Naoto, RIKEN and Ronny Hänsch, German Aerospace Center
Session Manager:
Jie Zhao
Presentation
Discussion
Resources
Session MO1.O-16
MO1.O-16.1: FROM LOCAL ALGORITHMS TO GLOBAL RESULTS: HUMAN-MACHINE COLLABORATION FOR ROBUST ANALYSIS OF GEOGRAPHICALLY DIVERSE IMAGERY
Nebojsa Jojic, Microsoft Research, United States; Nikolay Malkin, Yale University, United States; Caleb Robinson, Anthony Ortiz, Microsoft AI for Good Research Lab, United States
MO1.O-16.3: ROOFTOPS OR FOOTPRINTS? RELIABLE BUILDING FOOTPRINT EXTRACTION FROM HIGH-RESOLUTION SATELLITE IMAGES
Jean-Philippe Bauchet, LuxCarta Technology, France; Willard Mapurisa, LuxCarta Capetown, South Africa; Arno Gobbin, Sebastien Tripodi, Yuliya Tarabalka, Liuyun Duan, Lionel Laurore, LuxCarta Technology, France
MO1.O-16.4: SPECTRAL AND SPATIAL RESIDUAL ATTENTION NETWORK FOR JOINT HYPERSPECTRAL AND LIDAR DATA CLASSIFICATION
Jing Wang, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia; Jun Zhou, Griffith University, Australia; Xinwen Liu, University of Queensland, Australia; Farah Jahan, University of Chittagong, Bangladesh
MO1.O-16.5: Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction
Danfeng Hong, German Aerospace Center (DLR), Germany; Xin Wu, Beijing Institute of Technology, China; Jing Yao, Lianru Gao, Bing Zhang, Chinese Academy of Sciences, China; Jocelyn Chanussot, Université Grenoble Alpes, INRIA, CNRS, Grenoble INP, LJK, France
MO1.O-16.6: SURFACE WATER DETECTION FROM SENTINEL-1
Brookie Guzder-Williams, Hamed Alemohammad, Radiant Earth Foundation, United States

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