Detection of Changes in Buildings in Remote Sensing Images via Self-Supervised Contrastive Pre-Training and Historical Geographic Information System Vector Maps

Detection of Changes in Buildings in Remote Sensing Images via Self-Supervised Contrastive Pre-Training and Historical Geographic Information System Vector Maps

The detection of building changes (hereafter ‘building change detection’, BCD) is a critical issue in remote sensing analysis. Accurate BCD faces challenges, such as complex scenes, radiometric differences between bi-temporal images, and a shortage of labelled samples. Traditional supervised deep le...

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Bibliographic Details
Main Authors: Wenqing Feng, Fangli Guan, Jihui Tu, Chenhao Sun, Wei Xu
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Remote Sensing
Subjects:
self-supervised learning
building change detection
pre-training
remote sensing
historical GIS vector map
Online Access:https://www.mdpi.com/2072-4292/15/24/5670

Internet

https://www.mdpi.com/2072-4292/15/24/5670

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