Weakly supervised segmentation with maximum bipartite graph matching

• Main Authors: Liu, Weide, Zhang, Chi, Lin, Guosheng, Hung, Tzu-Yi, Miao, Chunyan
• Other Authors: School of Computer Science and Engineering
• Format: Article Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Computer Vision; Graph Matching
• Online Access: https://hdl.handle.net/10356/151821
• Institution: Nanyang Technological University

In the weakly supervised segmentation task with only image-level labels, a common step in many existing algorithms is first to locate the image regions corresponding to each existing class with the Class Activation Maps (CAMs), and then generate the pseudo ground truth masks based on the CAMs to tra...