International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

FR1.O-5.3

DEEP LEARNING BASED JOINT RECONSTRUCTION AND EXTRACTION OF URBAN STRUCTURES FROM TOMOGRAPHIC SAR DATA

Olivier D'Hondt, Olaf Hellwich, Technical University of Berlin, Germany

Session:
SAR Tomography

Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Presentation Time:
Fri, 16 Jul, 09:00-09:15 (UTC)
Fri, 16 Jul, 11:00-11:15 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 17:00-17:15 China Standard Time (UTC +8)
Fri, 16 Jul, 05:00-05:15 Eastern Daylight Time (UTC -4)

Session Co-Chairs:
Diego Reale, Institute for Electromagnetic Sensing of the Environment - National Research Council (IREA-CNR) and Mengdao Xing, Xidian University
Session Manager:
Christel Chappuis
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Session FR1.O-5
FR1.O-5.1: PARTIALLY COHERENT SCATTERERS IN SAR TOMOGRAPHY: AN APPLICATION ON COSMO-SKYMED DATA
Gianfranco Fornaro, Antonio Pauciullo, Diego Reale, Simona Verde, Institute for Electromagnetic Sensing of the Environment - National Research Council (IREA-CNR), Italy
FR1.O-5.2: PERFORMANCE IMPROVEMENT OF SAR TOMOGRAPHY IN URBAN SCENARIOS BASED ON LOCAL-PLANE GLRT
Wenkang Liu, Xidian University, China; Alessandra Budillon, Vito Pascazio, Gilda Schirinzi, Università di Napoli “Parthenope”, Italy; Mengdao Xing, Xidian University, China
FR1.O-5.3: DEEP LEARNING BASED JOINT RECONSTRUCTION AND EXTRACTION OF URBAN STRUCTURES FROM TOMOGRAPHIC SAR DATA
Olivier D'Hondt, Olaf Hellwich, Technical University of Berlin, Germany
FR1.O-5.4: TOMOGRAPHIC CALIBRATION OF THE NEW ESA TOMOSENSE CAMPAIGN
Mauro Mariotti d'Alessandro, Yanghai Yu, Stefano Tebaldini, Politecnico di Milano, Italy; Mingsheng Liao, Wuhan University, China
FR1.O-5.5: STATISTICAL REGULARIZATION AS AN ALTERNATIVE TO MODEL ORDER SELECTION
Gustavo Daniel Martín-del-Campo-Becerra, German Aerospace Center (DLR), Germany; Sergio Alejandro Serafín-García, Center for Research and Advanced Studies (Cinvestav), National Polytechnic Institute (IPN), Mexico; Andreas Reigber, German Aerospace Center (DLR), Germany; Susana Ortega-Cisneros, Center for Research and Advanced Studies (Cinvestav), National Polytechnic Institute (IPN), Mexico
FR1.O-5.6: SAR TOMOGRAPHY BASED ON REWEIGHTED ATOMIC NORM MINIMIZATION
Ning Liu, Xinwu Li, Fangfang Li, Wen Hong, Aerospace Information Reasearch Institute, Chinese Academy of Sciences, China