Haoyin Lv

Remote sensing image segmentation is crucial for Earth observation and scene understanding, yet its performance is often hindered by the scarcity of labelled data. Although few-shot segmentation presents a promising solution, most existing methods are designed for natural images and exhibit poor performance on remote sensing data due to domain shifts and spectral ambiguity.