THP1.PC.2
A MULTI-TASK LEARNING FRAMEWORK FOR LANDSLIDE DETECTION AND INTERPRETATION
Xin Li, School of Resources and Environment, University of Electronic Science and Technology of China; Wenjun Liu, Jiangxi Natural Resource Surveying and Monitoring Institute; Yao Zhang, Chong Li, Qihua Zhu, Biao Mou, Technology Innovation Center For Emergency Surveying and Mapping, Ministry of Natural Resources, PRC; Yan Yang, School of Resources and Environment, University of Electronic Science and Technology of China
Session:
THP1.PC: Geo-foundation and generative models for EO-based informed disaster risk response Poster
Track:
Community Contributed Themes
Location:
Poster Area C
Presentation Time:
Thursday, 13 August, 09:45 - 11:00
Session Co-Chairs:
Getachew Workineh Gella, University of Salzburg and Stefan Lang, University of Salzburg
Presentation
Discussion
Resources
No resources available.
Session THP1.PC
THP1.PC.1: CAN THE PRITHVI-EO-2.0 FOUNDATION MODEL IMPROVE RAPID MAPPING OF RAINFALL-INDUCED LANDSLIDES?
Pukar Amatya, Jessica Sutton, Nishan Kumar Biswas, Thomas Stanley, University of Maryland Baltimore County
THP1.PC.2: A MULTI-TASK LEARNING FRAMEWORK FOR LANDSLIDE DETECTION AND INTERPRETATION
Xin Li, School of Resources and Environment, University of Electronic Science and Technology of China; Wenjun Liu, Jiangxi Natural Resource Surveying and Monitoring Institute; Yao Zhang, Chong Li, Qihua Zhu, Biao Mou, Technology Innovation Center For Emergency Surveying and Mapping, Ministry of Natural Resources, PRC; Yan Yang, School of Resources and Environment, University of Electronic Science and Technology of China
THP1.PC.3: Reliable Oil Spill Detection: Fine-Tuning Pretrained Models with Evidential Learning
Chenhao Xu, Tongji University; Mingrui Li, Zeyu Tian, National University of Singapore; Lu Wang, Hongbo Sun, Institute for Infocomm Research (I2R), A*STAR
THP1.PC.4: DA-SEGFORMER: DAMAGE-AWARE SEMANTIC SEGMENTATION FOR FINE-GRAINED DISASTER ASSESSMENT
Kevin Zhu, William Tang, Raphael Hay Tene, Zesheng Liu, Nhut Le, Maryam Rahnemoonfar, Bina Labs
THP1.PC.5: LEVERAGING FROZEN EO FOUNDATION MODELS FOR MULTI-SENSOR HAZARD DETECTION AND RISK MAPPING
Donia Bougrine, David Petit, Metaplanet
Resources
No resources available.