Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation

no code implementations • ICCV 2023 • Kai Huang, Feigege Wang, Ye Xi, Yutao Gao

Then, we explore to merge the prototypical learning to the update of base-class kernels, which is consistent with the prototype knowledge aggregation of few-shot novel classes.

Generalized Few-Shot Semantic Segmentation Segmentation +1

A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot Segmentation

no code implementations • 2 Nov 2022 • Kai Huang, Mingfei Cheng, Yang Wang, Bochen Wang, Ye Xi, Feigege Wang, Peng Chen

Few-shot segmentation (FSS) aims to segment objects of unseen classes given only a few annotated support images.

Segmentation