FRIC: a framework for few-shot remote sensing image captioning

• Published in: International journal of digital earth Vol. 17; no. 1
• Main Authors: Zhou, Haonan, Xia, Lurui, Du, Xiaoping, Li, Sen
• Format: Journal Article
• Language: English
• Published: Taylor & Francis Group 31.12.2024
• Subjects: few-shot learning; Remote sensing image captioning; unlabeled data

ABSTRACTThe training of image captioning (IC) models requires a large number of caption-labeled samples, which is usually difficult to satisfy in the actual remote sensing scenarios. The performance of the models will be damaged due to the few-shot problems. We describe the few-shot problems in remo...