THP1.PA.7
Fast and Few: Prototypical Networks for Real-Time Post-Disaster Damage Assessment in Disaster Zones
Brennan Miller, Joshua Prinzel, Christopher Newport University, United States; Erika Ardiles-Cruz, US Air Force Research Laboratory, United States; Yan Lu, Christopher Newport University, United States
Session:
THP1.PA: Large-scale GeoAI for Earth Observation Applications Poster
Track:
AI and Big Data
Location:
TBD
Presentation Time:
Thu, 13 Aug, 09:45 - 11:00
Session Co-Chairs:
Jiaqi Yang, and Gülsen Taskin,
Presentation
Discussion
Resources
No resources available.
Session THP1.PA
THP1.PA.1: SENSING AND INFERRING URBAN TRAFFIC DYNAMICS FROM DISTRIBUTED ACOUSTIC SENSING USING DEEP LEARNING
Hao Tian, Heng Cai, Texas A&M University, United States
THP1.PA.2: LITEMAMBA-CGAN: A LIGHTWEIGHT SPATIOTEMPORAL GENERATIVE MODEL FOR GRASSLAND DEGRADATION FORECASTING FROM NDVI SEQUENCES
Zihuan Wang, Liang Lei, Yilin Zhao, Tianyi Wang, China Agricultural University, China
THP1.PA.3: EXPLAINABILITY CAN FOSTER TRUST IN ARTIFICIAL INTELLIGENCE IN GEOSCIENCE
Jesper Sören Dramsch, European Centre for Medium-Range Weather Forecasts, Germany; Monique M. Kuglitsch, Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute, Germany; Andrea Toreti, European Commission Joint Research Center, Italy; Rustem Arif Albayrak, NASA Goddard Space Flight Center and University of Maryland Baltimore County, United States; Lorenzo Nava, University of Padova and University of Cambridge, United Kingdom; Saman Ghaffarian, University College London, United Kingdom; Ximeng Cheng, Jackie Ma, Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute, Germany; Wojciech Samek, Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute; Technical University of Berlin; and BIFOLD – Berlin Institute for the Foundations of Learning and Data, Germany; Rudy Venguswamy, Anirudh Koul, Pinterest, United States; Raghavan Muthuregunathan, LinkedIn, United States; Arthur Hrast Essenfelder, European Commission, Joint Research Center, Italy
THP1.PA.4: PARAMETER-INFORMED LAND USE LAND COVER CLASSIFICATION AND NDVI ESTIMATION FROM SAR INTENSITY DATA USING THE SARFORMER
Felix von Hagen, Michael Schmitt, University of the Bundeswehr Munich, Germany
THP1.PA.5: DIAGNOSING YIELD CONSTRAINTS FOR FOOD SECURITY: DELINEATING REGIONAL PRODUCTIVITY ZONES USING UNSUPERVISED LEARNING AND EXPLAINABLE AI
Abdelrahman Saleh, Ali Youssef, Nasem Badreldin, University of Manitoba, Canada
THP1.PA.6: BEYOND ACCURACY: UNCERTAINTY QUALITY ASSESSMENT OF PROBABILISTIC U-NET MODELS FOR FLOOD MAPPING
Indrajit Kalita, Boston University, United States; Debashree Devi, Indian Institute of Information Technology Guwahati, India
THP1.PA.7: Fast and Few: Prototypical Networks for Real-Time Post-Disaster Damage Assessment in Disaster Zones
Brennan Miller, Joshua Prinzel, Christopher Newport University, United States; Erika Ardiles-Cruz, US Air Force Research Laboratory, United States; Yan Lu, Christopher Newport University, United States
THP1.PA.8: EXPLAINABLE AI-DRIVEN DOMAIN ADAPTATION FOR PM2.5 ESTIMATION FROM AEROSOL OPTICAL DEPTH
Priscilla Adong, Soumyabrata Dev, University College Dublin, Ireland
THP1.PA.9: SPECTRUM-GUIDED ATTENTION TRANSFORMER FOR SAR OCEAN PANOPTIC SEGMENTATION
Rong Deng, Rui Zhu, Tianwen Zhang, Gui Gao, Southwest Jiaotong University, China; Xiao Ke, University of Liverpool, China; Xiaoling Zhang, University of Electronic Science and Technology of China, China
THP1.PA.10: SHARPSPLAT: EDGE-REGULARIZED 3D GAUSSIAN SPLATTING FOR HIGH FIDELITY URBAN BUILDING RECONSTRUCTION FROM UAV IMAGES
Porus Vaid, Shivam Chopra, Vaibhav Kumar, Indian Institute of Science Education and Research Bhopal, India
THP1.PA.11: GEOMETRY-GUIDED ATTITUDE ESTIMATION OF SPACE TARGETS FROM ISAR IMAGE SEQUENCE
Weijie Wang, Pengling Tang, Zifei Li, Feng Wang, Fudan University, China
THP1.PA.12: CROSS-TEMPORAL INTERACTION NETWORK WITH HIERARCHICAL CHANGE DECODING FOR REMOTE SENSING IMAGE CHANGE DETECTION
Jie Li, China University of Geosciences, Wuhan, China; Long Yu, South China University of Technology, China; Yilin Duan, Zhaozhao Zeng, Jun Li, China University of Geosciences, Wuhan, China
Contacts