Shi-Dong Wang

Learning Query-assisted Multiple Prototypes for Few-shot Medical Image Segmentation

Few-shot semantic segmentation, which is dedicated to the generalization of models to segment novel classes with scarce annotated samples, has achieved tremendous progress recently due to the significant advancement of deep CNNs. However, existing approaches in medical scenarios, namely Few-Shot Medical Image Segmentat...