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Author

He Huang

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2026

Clouds Determine Diffusion: A Cloud-Deterministic Diffusion Model for Progressive Cloud Removal in Optical Remote Sensing Images

Cloud removal is crucial for preprocessing optical remote sensing images affected by natural cloud contamination, which is highly diverse and variable. Clouds of varying thickness often occur simultaneously, where the boundary between these layers is ambiguous and hard to quantitatively define. Consequently, advanced d...

Yu-Jun Guo, Wei He, He Huang et al. · 0 citations
Jul 2026

Advancing All-Weather Building Damage Mapping to the Instance Level: Outcomes and Insights from the 2026 Bright Challenge

Rapid post-disaster response requires timely, building-level information on whether structures remain intact, are damaged, or are destroyed. Post-event optical imagery, however, may be unavailable because of cloud, smoke, or darkness. The Bright Challenge evaluated all-weather building damage mapping from a submeter-re...

Hongruixuan Chen, He Huang, Haifeng Wang et al. · 0 citations

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