Pseudolabel guided pixels contrast for domain adaptive semantic segmentation

Abstract Semantic segmentation is essential for comprehending images, but the process necessitates a substantial amount of detailed annotations at the pixel level. Acquiring such annotations can be costly in the real-world. Unsupervised domain adaptation (UDA) for semantic segmentation is a techniqu...

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Bibliographic Details
Main Authors: Jianzi Xiang, Cailu Wan, Zhu Cao
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-78404-4
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