Jiushuang Guo

Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation

One-shot image segmentation aims to undertake the segmentation task of a novel class with only one training image available. The difficulty lies in that image segmentation has structured data representations, which yields a many-to-many message passing problem. Previous methods often simplify it to…