Scale variance minimization for unsupervised domain adaptation in image segmentation

• Main Authors: Guan, Dayan, Huang, Jiaxing, Lu, Shijian, Xiao, Aoran
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Computer science and engineering; Unsupervised Domain Adaptation; Image Segmentation
• 在線閱讀: https://hdl.handle.net/10356/157050
• 機構: Nanyang Technological University

We focus on unsupervised domain adaptation (UDA) in image segmentation. Existing works address this challenge largely by aligning inter-domain representations, which may lead over-alignment that impairs the semantic structures of images and further target-domain segmentation performance. We design a...