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Xue-Gang He

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Sep 2026

Structure-aware transformer with gradient histogram learning for remote sensing image dehazing

A gradient histogram-guided learning Transformer (GHLFormer) for remote sensing image dehazing is proposed, where a learnable gradient histogram representation is introduced to characterize local structural distributions and a gradient histogram-guided self-attention reorganizes feature interactions according to struct...

Wan-Feng Ji, Xin He, Yao-Qing Zhang et al. · 0 citations

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