Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges

Nico Catalano, Matteo Matteucci

Semantic segmentation, vital for applications ranging from autonomous driving to robotics, faces significant challenges in domains where collecting large annotated datasets is diff…