TH4.R11: Explainable, Physics-aware, and Trustworthy AI for SAR: Towards Digital Twin Earth II
Thu, 11 Jul, 17:20 - 19:00
Location: MC 3.2
Session Type: Oral
Session Co-Chairs: Mihai Datcu, University Politehnica of Bucharest and Zhongling Huang, Northwestern Polytechnical University
Track: Community-Contributed Sessions
Thu, 11 Jul, 17:20 - 17:34

TH4.R11.1: PhySARDet: A New Benchmark for SAR Ship Detection
Zhongling Huang, Zishi Wang, Northwestern Polytechnical University, China; Xiaolan Qiu, Chinese Academy of Sciences, China
Thu, 11 Jul, 17:34 - 17:48

TH4.R11.2: SAR NEURAL RADIANCE FIELDS WITH MULTI-RESOLUTION HASH ENCODING
Zhengxin Lei, Fudan University, China; Hui Sun, Academy of Military Sciences, China; Feng Xu, Fudan University, China
Thu, 11 Jul, 17:48 - 18:02

TH4.R11.3: On Perturbation-based xAI for Flood Detection from SAR Images
Anastasia Schlegel, Ronny Hänsch, DLR, Germany
Thu, 11 Jul, 18:02 - 18:16

TH4.R11.4: IDENTIFYING FALSE NEGATIVE FLOOD EVENTS USING INTERPRETABLE DEEP LEARNING FRAMEWORK
Anastasios Temenos, Nikos Temenos, Ioannis Rallis, Margarita Skamantzari, Anastasios Doulamis, Nikolaos Doulamis, National Technical University of Athens, Greece
Thu, 11 Jul, 18:16 - 18:30

TH4.R11.5: ASC-RISE: Physical information guided explanation of SAR ATR models
Yuze Gao, Shanghai jiaotong university, China; Weiwei Guo, Tongji University, China; Dongying Li, Wenxian Yu, Shanghai jiaotong university, China
Thu, 11 Jul, 18:30 - 18:44

TH4.R11.6: AUXILIARY EDGE TRACTION NETWORK FOR VEHICLE RE-IDENTIFICATION BASED ON MULTIMODAL AERIAL IMAGES
Haoran Gao, Harbin Engineering University, China; Liu Yang, Hui Ye, Shanghai Institute of Satellite Engineering, China; Fengjiao Gao, Intelligent Manufacturing Research Institute, Heilongjiang Academy of Sciences, China; Nan Su, Chunhui Zhao, Yun Lin, Yiming Yan, Harbin Engineering University, China
Thu, 11 Jul, 18:44 - 18:58

TH4.R11.7: SOIL MOISTURE ESTIMATION FROM POLARIMETRIC SAR USING A PHYSICS AWARE AI MODEL
Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon, Tor Vergata University of Rome, Italy; Mario Alberto Acuña, Comisión Nacional de Actividades Espaciales (CONAE), Argentina