Adaptive meta-knowledge transfer network for few-shot object detection in very high resolution remote sensing images

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Xi Chen, Wanyue Jiang, Honggang Qi, Min Liu, Heping Ma, Philip L. H. Yu, Ying Wen, Zhen Han, Shuqi Zhang, Guitao Cao

Published: 2024, Last Modified: 27 Jul 2025Int. J. Appl. Earth Obs. Geoinformation 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•SFJE model enhances features by fusing spatial and frequency information.•Adaptive Reweighting loss helps to transfer meta-level knowledge of novel class.•Sim-Meta loss boosts discriminability enhancement of similar classes.