Contrastive learning based remote sensing text-to-image generation for few-shot remote sensing image captioning

In few-shot scenarios, the lack of caption-labeled samples and prior knowledge leads to insufficient training and performance degradation of remote sensing image captioning (RC) models. We propose an iterative remote sensing image captioning method named IRIC to promote RC model performance iteratio...

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Bibliographic Details
Main Authors: Haonan Zhou, Hang Tang, Xiangchun Liu, Xiaoxiao Shi, Lurui Xia
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:International Journal of Digital Earth
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2025.2526102
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