Unsupervised Domain Adaptation Semantic Segmentation of Remote Sensing Imagery with Scene Covariance Alignment

Remote sensing imagery (RSI) segmentation plays a crucial role in environmental monitoring and geospatial analysis. However, in real-world practical applications, the domain shift problem between the source domain and target domain often leads to severe degradation of model performance. Most existin...

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Veröffentlicht in:	Electronics (Basel) 2024-12, Vol.13 (24), p.5022
Hauptverfasser:	Cao, Kangjian, Wang, Sheng, Wei, Ziheng, Chen, Kexin, Chang, Runlong, Xu, Fu
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Adaptation Alignment Covariance Deep learning Environmental monitoring Image segmentation Land cover Noise levels Regularization Remote monitoring Remote sensing Semantic segmentation Semantics Spatial analysis
Online-Zugang:	Volltext
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