17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

MO5.V3.4

Complex-valued Sparse Long Short-term Memory Unit with Application to Super-resolving SAR Tomography

Kun Qian, Yilei Shi, Technical University of Munich, Germany; Yuanyuan Wang, Xiaoxiang Zhu, Germany Aerospace Center, Germany; Peter Jung, Technical University of Berlin, Germany
Session:
SAR Tomography Oral Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 3
Presentation Time:
Mon, 18 Jul, 20:35 - 20:50 Malaysia Time (UTC +8)
Mon, 18 Jul, 14:35 - 14:50 Central European Time (UTC +2)
Mon, 18 Jul, 12:35 - 12:50 UTC
Mon, 18 Jul, 08:35 - 08:50 Eastern Time (UTC -4)
Session Co-Chairs:
Gianfranco Fornaro, IREA and Xinwu Li, AIRCAS
Session Manager:
Nur Arif Asyikin Mohamad Ali
Presentation
Discussion
Resources
No resources available.
Session MO5.V3
MO5.V3.1: CALIBRATION AND BISTATIC SAR TOMOGRAPHY USING ESA TOMOSENSE DATA
Mauro Mariotti d'Alessandro, Stefano Tebaldini, Politecnico di Milano, Italy
MO5.V3.2: Back-Projection Tomography with Polarimetric HoloSAR data and Sub-aperture Processing
Elias Mendez Dominguez, David Small, Daniel Henke, University of Zurich, Switzerland
MO5.V3.3: ADATOMO-NET: A NOVEL DEEP LEARNING APPROACH FOR SAR TOMOGRAPHY IMAGING AND AUTOFOCUSING
Yunqiao Hu, Xiaoling Zhang, Shunjun Wei, Ren Yu, Nan Wang, Jun Shi, University of Electronic Science and Technology of China, China
MO5.V3.4: Complex-valued Sparse Long Short-term Memory Unit with Application to Super-resolving SAR Tomography
Kun Qian, Yilei Shi, Technical University of Munich, Germany; Yuanyuan Wang, Xiaoxiang Zhu, Germany Aerospace Center, Germany; Peter Jung, Technical University of Berlin, Germany
MO5.V3.5: A DEEP LEARNING SOLUTION FOR HEIGHT RECONSTRUCTION IN SAR TOMOGRAPHY
Wenyu Yang, Alessandra Budillon, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi, Sergio Vitale, Università degli Studi di Napoli Parthenope, Italy
MO5.V3.6: ESTIMATION OF THE VERTICAL STRUCTURE OF A TROPICAL FOREST USING BASIS FUNCTIONS AND PARAMETRIC SAR TOMOGRAPHY
Laurent Ferro-Famil, ISAE-SUPAERO, France; Yue Huang, CESBIO, France; Nan Ge, Technical University of Munich, Germany