WEP1.PE: Earth Observation Foundation Models I
Wednesday, 6 August, 09:15 - 10:30
Location: Poster Area
Session Type: Poster
Session Co-Chairs: Xiao Xiang Zhu, Technical University Munich and Guido Grosse, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research
Track: Community-Contributed Sessions
Poster Area

WEP1.PE.2: ENHANCING LARGE LANGUAGE MODELS THROUGH INSTRUCTION TUNING FOR ANSWERING CLIMATE CHANGE QUESTIONS
Zhou Chen, Xiao Wang, Yuanhong Liao, Ming Lin, Mingrun Zang, Zimeng Wang, Yuqi Bai, Tsinghua University, China
Poster Area

WEP1.PE.3: Monitoring Illicit Rare Earth Mining in Myanmar via Self-Supervised Learning
Ollie Ballinger, University College London, United Kingdom
Poster Area

WEP1.PE.4: COMPARISON OF VISUAL FOUNDATION MODELS (VFMS) FOR FINE-GRAINED SEGMENTATION OF COCOS NUCIFERA TREES IN VERY HIGH RESOLUTION GEOSPATIAL DATASETS
Bhargav Parulekar, Anandakumar M. Ramiya, Indian Institute of Space Science and Technology, India
Poster Area

WEP1.PE.5: SHIP DETECTION IN OPTICAL SATELLITE IMAGERY USING VISION FOUNDATION MODEL
Hyunwoo Seo, University of Science and Technology, Korea (South); Han Oh, Korea Aerospace Research Institute, Korea (South); Dongbin Shin, University of Science and Technology, Korea (South); Chung Daewon, Korea Aerospace Research Institute, Korea (South)
Poster Area

WEP1.PE.6: FINE-TUNING THE SEGMENT ANYTHING MODEL FOR EARTH OBSERVATION
Rajat Sahay, Andreas Savakis, Rochester Institute of Technology, United States
Poster Area

WEP1.PE.7: MIMRS: A Survey on Mask Image Modeling in Remote Sensing
Shabnam Choudhury, Akhil Vasim, Indian Institute of Technology, India; Michael Schmitt, University of the Bundeswehr, Germany; Biplab Banerjee, Indian Institute of Technology, India