Scale variance minimization for unsupervised domain adaptation in image segmentation

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...

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Bibliographic Details
Main Authors: Guan, Dayan, Huang, Jiaxing, Lu, Shijian, Xiao, Aoran
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/157050