Unsupervised Cross-Scene Aerial Image Segmentation via Spectral Space Transferring and Pseudo-Label Revising

Unsupervised Cross-Scene Aerial Image Segmentation via Spectral Space Transferring and Pseudo-Label Revising

Unsupervised domain adaptation (UDA) is essential since manually labeling pixel-level annotations is consuming and expensive. Since the domain discrepancies have not been well solved, existing UDA approaches yield poor performance compared with supervised learning approaches. In this paper, we propo...

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Bibliographic Details
Main Authors: Wenjie Liu, Wenkai Zhang, Xian Sun, Zhi Guo
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Remote Sensing
Subjects:
unsupervised domain adaptation
sequential learning
semantic segmentation
image translation
aerial image
Online Access:https://www.mdpi.com/2072-4292/15/5/1207

Internet

https://www.mdpi.com/2072-4292/15/5/1207

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