Multitask semantic change detection guided by spatiotemporal semantic interaction

Abstract Semantic Change Detection (SCD) aims to accurately identify the change areas and their categories in dual-time images, which is more complex and challenging than traditional binary change detection tasks. Accurately capturing the change information of land cover types is crucial for remote...

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Bibliographic Details
Main Authors: Yinqing Wang, Liangjun Zhao, Yueming Hu, Hui Dai, Yuanyang Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-00750-8
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