WEP1.PC.2
PHYSICS-DRIVEN ATTENTION-AUGMENTED NETWORK FOR SAR BUILDING GEOMETRY EXTRACTION
Ming Yang, Yueting Zhang, Xia Ning, Jiayi Guo, Yunbo Song, Guangyao Zhou, Aerospace Information Research Institute, Chinese Academy of Sciences
Session:
WEP1.PC: Physics-Informed Machine Learning in Remote Sensing (2/2) Poster
Track:
Community Contributed Themes
Location:
Poster Area C
Presentation Time:
Wednesday, 12 August, 09:45 - 11:00
Session Co-Chairs:
Davide De Santis, and Grigorios Tsagkatakis,
Presentation
Discussion
Resources
No resources available.
Session WEP1.PC
WEP1.PC.1: Spectrum-guided Bidirectional Synergy Network for Saliency Detection in Remote Sensing Images
Yu Wang, Yuanxue Ding, Jun Zeng, Sunyuan Qiang, Dawei Li, Han Wen, Southwest Institute of Technical Physics
WEP1.PC.2: PHYSICS-DRIVEN ATTENTION-AUGMENTED NETWORK FOR SAR BUILDING GEOMETRY EXTRACTION
Ming Yang, Yueting Zhang, Xia Ning, Jiayi Guo, Yunbo Song, Guangyao Zhou, Aerospace Information Research Institute, Chinese Academy of Sciences
WEP1.PC.3: Confined Aquifer Storage Dynamics from a Hybrid Joint Inversion of GRACE, InSAR, and GNSS
Susanna Werth, Virginia Tech; Grace Carlson, Indiana University; Nitheshnirmal Sadhasivam, Virginia Tech; Manuela Girotto, University of California, Berkeley; Manoochehr Shirzaei, Virginia Tech
WEP1.PC.4: MAPPING HIGH SPATIAL RESOLUTION THERMAL INFRARED EMISSIVITY USING AEF EMBEDDING VECTOR DATA
Zixiao Hu, Huazhong Ren, Qiming Qin, Songyi Lin, Fengguang Li, Ruixue Ma, Yunzhu Tao, Jianbin Lin, Peking University
WEP1.PC.5: Iceberg Drift Trajectory Forecasting: A Hybrid Physics-Driven Deep Learning Framework
Rohan Putatunda, Ratnaksha Lele, Sanjay Purushotham, Vandana P. Janeja, University of Maryland, Baltimore County
WEP1.PC.6: ML-BASED SOIL MOISTURE PREDICTION CROSS-SITE GENERALIZATION: SOIL TEXTURE ROLE ASSESSMENT
Yasin Nooran, Seyed (Reza) Zekavat, Worcester Polytechnic Institute
WEP1.PC.7: Seasonal, Pixel-Wise Dynamic SM2RAIN–NWF Parameterization over CONUS via Physics-Informed Deep Learning
Mohammad Saeedi, University of Virginia; Hyunglok Kim, Gwangju Institute of Science and Technology; Venkataraman Lakshmi, University of Virginia
WEP1.PC.8: MIRS-AI: AN AI-BASED APPROACH FOR PREDICTING TEMPERATURE AND WATER VAPOR PROFILES FROM MICROWAVE SENSOR MEASUREMENTS
Xingming Liang, Yong-Keun Lee, Shuyan Liu, John Xun Yang, Wei Wang, University of Maryland; Huan Meng, National Oceanic and Atmospheric Administration
WEP1.PC.9: A SPATIALLY AWARE, PHYSICS-GUIDED TRANSFORMER FOR HYPERSPECTRAL CANOPY TRAIT RETRIEVAL
Shravan Ambudkar, PixxelSpace India Private Limited; Jeremy Kravitz, Pixxel Space Technologies
Resources
No resources available.