Spatio-temporal-text fusion for hierarchical multi-label crop classification based on time-series remote sensing imagery

Recent advances in deep learning have enhanced crop classification, yet current research still underutilizes the hierarchical information of crop types, limiting classification accuracy. As categories are subdivided, the sample imbalance intensifies, posing a challenge to fine classification of crop...

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Bibliographic Details
Main Authors: Xiyao Li, Jiayi Li, Jie Jiang, Xiaofeng Pan, Xin Huang
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:International Journal of Applied Earth Observations and Geoinformation
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Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225001189
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