Multi-level adversarial network for domain adaptive semantic segmentation

• المؤلفون الرئيسيون: Huang, Jiaxing, Guan, Dayan, Xiao, Aoran, Lu, Shijian
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Computer science and engineering; Unsupervised Domain Adaptation; Semantic Segmentation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/157049
• المؤسسة: 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...