Xingxin He

Sparsely Annotated Semantic Segmentation With Adaptive Gaussian Mixtures

Sparsely annotated semantic segmentation (SASS) aims to learn a segmentation model by images with sparse labels (i.e., points or scribbles). Existing methods mainly focus on introducing low-level affinity or generating pseudo labels to strengthen supervision, while largely ignoring the inherent rela…