WEP1.PC.6
BENCHMARKING VISION LANGUAGE MODELS WITH HIERARCHICAL TASKS ON REMOTE SENSING SHIP IMAGES
Junjie Huang, Jingzhou Chen, Fengchao Xiong, Liang Xiao, Nanjing University of Science and Technology, China
Session:
WEP1.PC: Earth Observation Foundation Models I Poster
Track:
Community-Contributed Sessions
Location:
Plaza Ballroom: Poster Area C
Presentation Time:
Wednesday, 6 August, 09:15 - 10:30
Session Chair:
Xiao Xiang Zhu, Technical University Munich
Session WEP1.PC
WEP1.PC.1: 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
WEP1.PC.2: 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
WEP1.PC.3: 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)
WEP1.PC.4: FINE-TUNING THE SEGMENT ANYTHING MODEL FOR EARTH OBSERVATION
Rajat Sahay, Andreas Savakis, Rochester Institute of Technology, United States
WEP1.PC.5: MIMRS: A Survey on Masked 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
WEP1.PC.6: BENCHMARKING VISION LANGUAGE MODELS WITH HIERARCHICAL TASKS ON REMOTE SENSING SHIP IMAGES
Junjie Huang, Jingzhou Chen, Fengchao Xiong, Liang Xiao, Nanjing University of Science and Technology, China
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