Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation

Cheng Ouyang, Carlo Biffi, Chen Chen +3

Few-shot semantic segmentation (FSS) has great potential for medical imaging applications. Most of the existing FSS techniques require abundant annotated semantic classes for train…