Multi-level adversarial network for domain adaptive semantic segmentation

• Main Authors: Huang, Jiaxing, Guan, Dayan, Xiao, Aoran, Lu, Shijian
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Unsupervised Domain Adaptation; Semantic Segmentation
• Online Access: https://hdl.handle.net/10356/157049
• Institution: Nanyang Technological University

Recent progresses in domain adaptive semantic segmentation demonstrate the effectiveness of adversarial learning (AL) in unsupervised domain adaptation. However, most adversarial learning based methods align source and target distributions at a global image level but neglect the inconsistency around...