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Semantic-centric change detection framework: considering spatiotemporal heterogeneity and spatiotemporal correlation of land cover

The semantic change detection (SCD) task aims to detect ‘from-to’ change types of land cover occurring over time in registered bitemporal remote sensing images. The spatiotemporal heterogeneity of land cover introduces significant intra-class variance, whereas spatiotemporal correlation provides a r...

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Principais autores: Shasha Hou, Guo Zhang, Hao Cui, Xue Li, Yujia Chen, Gui Gao, Bingxuan Guo, Deren Li
Format: Artigo
Sprog:Inglês
Udgivet: Taylor & Francis Group 2025-12-01
Serier:International Journal of Digital Earth
Fag:
Semantic change detection
multi-task learning
prototype representation
spatiotemporal heterogeneity
spatiotemporal correlation
Online adgang:https://www.tandfonline.com/doi/10.1080/17538947.2025.2569406
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