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2026

MpGI: Multiperspective Generation and Integration for High-Quality Remote Sensing Image–Text Datasets

Recent advances in remote sensing (RS) vision-language foundation models (VLFMs) rely heavily on large-scale paired image–text data. However, existing dataset construction methods mainly emphasize data scale while overlooking a more fundamental limitation: the lack of structured and comprehensive semantic representatio...

Yi-Guo He, Jun-Jie Zhu, Jun Wang et al. · 0 citations

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