Huaqi Qiu

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

2020 · arXiv (Cornell University)

Few-shot semantic segmentation (FSS) has great potential for medical imaging applications. Most of the existing FSS techniques require abundant annotated semantic classes for training. However, these methods may not be applicable for medical images due …