Attention-guided siamese networks for change detection in high resolution remote sensing images

Understanding surface changes requires the ability to identify changes in high resolution remote sensing images. Because current deep learning-based change detection algorithms are not able to accurately discriminate between altered and unmodified areas, which leads to the problem of edge uncertaint...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Hongyang Yin, Liguo Weng, Yan Li, Min Xia, Kai Hu, Haifeng Lin, Ming Qian
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Elsevier 2023-03-01
Schriftenreihe:	International Journal of Applied Earth Observations and Geoinformation
Schlagworte:	Change detection Remote sensing Dual-stream architecture Deep learning
Online-Zugang:	http://www.sciencedirect.com/science/article/pii/S1569843223000286
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