Feature refinement and rethinking attention for remote sensing image captioning

Abstract Effectively recognizing different regions of interest with attention mechanisms plays an important role in remote sensing image captioning task. However, these attention-driven models implicitly hypothesize that the focused region information is correct, which is too restrictive. Furthermor...

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Bibliographic Details
Main Authors: Yunpeng Li, Chengjin Tao, Meng Liu, Xiangrong Zhang, Guanchun Wang, Tianyang Zhang, Dong Zhao, Dabao Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-93125-y
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