Haoqing Shi

ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps

Image-level weakly supervised semantic segmentation is a challenging task. As classification networks tend to capture notable object features and are insensitive to overactivation, class activation map (CAM) is too sparse and rough to guide segmentation network training. Inspired by the fact that er…