TUP1.PS: Physics-Informed Machine Learning in Remote Sensing II
Tuesday, 5 August, 09:15 - 10:30
Location: Plaza Ballroom: Poster Area S
Session Type: Poster
Session Co-Chairs: Grigorios Tsagkatakis, FORTH and Davide De Santis, Tor Vergata University of Rome
Track: Community-Contributed Sessions
Plaza Ballroom: Poster Area S

TUP1.PS.1: Physics inspired hybrid attention for SAR target recognition
Zhongling Huang, Chong Wu, Xiwen Yao, Northwestern Polytechnical University, China; Zhicheng Zhao, Anhui University, China; Xiankai Huang, Beijing Technology and Business University, China; Junwei Han, Northwestern Polytechnical University, China
Plaza Ballroom: Poster Area S

TUP1.PS.2: PHYSICS-INFORMED MACHINE LEARNING OFFERS MULTI-SCALE REMOTE ESTIMATION OF WHEAT BIOMASS DYNAMICS
Qiaomin Chen, Zhi Chen, The University of Queensland, Australia; Pengcheng Hu, Bangyou Zheng, Commonwealth Scientific and Industrial Research Organization, Australia; Daniel T.L. Smith, Javier Fernandez, The University of Queensland, Australia; Ismail I. Garba, Commonwealth Scientific and Industrial Research Organization, Australia; Scott C. Chapman, The University of Queensland, Australia
Plaza Ballroom: Poster Area S

TUP1.PS.3: Uncertainty-Aware Flood Segmentation from Sentinel 2 Observations with Conformal Prediction
Ioannis Konidakis, Foundation for Research and Technology - Hellas, Greece, Greece; Klea Panayidou, European University Cyprus, Cyprus; Grigorios Tsagkatakis, Panagiotis Tsakalides, Foundation for Research and Technology - Hellas, Greece, Greece
Plaza Ballroom: Poster Area S

TUP1.PS.4: PHYSICS-BASED MACHINE LEARNING APPROACH FOR ESTIMATING TROPICAL CYCLONE INTENSITY IN THE NORTH ATLANTIC
Dae-Hui Kim, Elizabeth A. Ritchie, J. Scott Tyo, Mehrtash Harandi, Monash University, Australia
Plaza Ballroom: Poster Area S

TUP1.PS.5: SSL-SFE: A SELF-SUPERVISED LEARNING-BASED SCATTERING FEATURE EXTRACTION METHOD
Jisen Jin, The National Key Laboratory of Radar Signal Processing Xidian University, China; Zhijun Xue, Yangyang Sun, Changdi Zhao, Xin Chen, Beijing Institute of Control and Electronic Technology, China; Jinsong Zhang, School of Information Mechanics and Sensing Engineering Xidian University, China
Plaza Ballroom: Poster Area S

TUP1.PS.6: BURNED AREA MAPPING FROM C-BAND SAR DATA USING INDICES AND U-SHAPED DEEP LEARNING MODELS
S. M. Sohel Rana, Jaese Lee, Jungho Im, Ulsan National Institute of Science and Technology, Korea (South)