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

TH5.V19.4

Principle and Application of Physics-inspired Neural Networks for Electromagnetic Problems

Zhuoyang Liu, Feng Xu, Fudan University, China
Session:
Physics Aware Machine Learning for Synthetic Aperture Radar Applications II Oral Virtual
Track:
Invited Sessions
Location:
Virtual Room 19
Presentation Time:
Thu, 21 Jul, 20:50 - 21:05 Malaysia Time (UTC +8)
Thu, 21 Jul, 14:50 - 15:05 Central European Time (UTC +2)
Thu, 21 Jul, 12:50 - 13:05 UTC
Thu, 21 Jul, 08:50 - 09:05 Eastern Time (UTC -4)
Session Co-Chairs:
Zhongling Huang, Northwestern Polytechnical University and Mihai Datcu, German Aerospace Center (DLR)
Session Manager:
Nor Azlan Hasan
Presentation
Discussion
Resources
No resources available.
Session TH5.V19
TH5.V19.1: ESTIMATING NDVI FROM SAR IMAGES USING DNN
Iulia Calota, Daniela Faur, University POLITEHNICA of Bucharest (UPB), Romania; Mihai Datcu, German Aerospace Center (DLR), Germany
TH5.V19.2: DEEP LEARNING-BASED SAR INTERFEROGRAM SYNTHESIS FROM RASTER AND LAND COVER DATA
Philipp Sibler, Hensoldt Sensors GmbH, Germany; Francescopaolo Sica, Michael Schmitt, Bundeswehr University Munich, Germany
TH5.V19.3: ASC-PARTS MODEL GUIDED MULTI-LEVEL FUSION NETWORK FOR SAR TARGET CLASSIFICATION
Sijia Feng, Kefeng Ji, Linbin Zhang, Xiaojie Ma, Gangyao Kuang, National University of Defense Technology, China
TH5.V19.4: Principle and Application of Physics-inspired Neural Networks for Electromagnetic Problems
Zhuoyang Liu, Feng Xu, Fudan University, China