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Kaimin Sun

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#diffusion models Open access Sep 2026

Sketch and paint: A structural–temporal aware refinement network for fine-grained crop mapping on satellite image time series

Crop type mapping based on Satellite Image Time Series (SITS) is a cornerstone of large-scale agricultural monitoring. However, existing methods often struggle in agricultural landscapes characterized by field fragmentation and crop phenological variability, where inter-class boundary ambiguity and intra-class phenolog...

Wei Cui, Kaimin Sun, Yu Duan et al. · 0 citations

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