Niloufar Pourian

Weakly Supervised Graph Based Semantic Segmentation by Learning Communities of Image-Parts

We present a weakly-supervised approach to semantic segmentation. The goal is to assign pixel-level labels given only partial information, for example, image-level labels. This is an important problem in many application scenarios where it is difficult to get accurate segmentation or not feasible to…