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Keyan Chen

Nanyang Technological University (NTU) - College of Computing and Data Science

50 Nanyang Avenue

Singapore , 639798

Singapore

Beihang University (BUAA)

37 Xue Yuan Road

Beijing 100083

China

  • Nanyang Technological University (NTU) - College of Computing and Data Science

  • Beihang University (BUAA)

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Remote Sensing Image Change Captioning in the Age of Foundation Models

Number of pages: 29 Posted: 01 Jun 2026 Last Revised: 07 Jun 2026
Keyan Chen, Chenyang Liu, Wenyuan Li, Weihao Xuan, Bowen Chen, Zhengxia Zou, Naoto Yokoya, Naoto Yokoya, Shijian Lu and Zhenwei Shi
Nanyang Technological University (NTU) - College of Computing and Data Science, Beihang University (BUAA), The University of Hong Kong, University of Tokyo - The University of Tokyo, Beihang University (BUAA), Beihang University (BUAA), IndependentIndependent, Mohamed bin Zayed University of Artificial Intelligence and Beihang University (BUAA)
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Abstract:

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Remote sensing image change captioning, Earth observation foundation models, change detection, multimodal large language models, vision–language models, spatiotemporal reasoning, agentic geospatial intelligence