Abstract: Few-shot semantic segmentation (FSS) is of tremendous potential for data-scarce scenarios, particularly in medical segmentation tasks with merely a few labeled data. Most of the existing FSS ...

Abstract: The primary challenge in image segmentation arises from the scale selection issue induced by the complex structure of scenes portrayed as an image. To solve this problem, this study ...