Cross-image region mining with region prototypical network for weakly supervised segmentation

• Main Authors: Liu, Weide, Kong, Xiangfei, Hung, Tzu-Yi, Lin, Guosheng
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Cross-Image; Segmentation
• Online Access: https://hdl.handle.net/10356/162959
• Institution: Nanyang Technological University

Weakly supervised image segmentation trained with image-level labels usually suffers from inaccurate coverage of object areas during the generation of the pseudo groundtruth. This is because the object activation maps are trained with the classification objective and lack the ability to generalize....