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Jul 2026

STMFusion: a semantic-guided and texture-enhanced Mamba network for multimodal image fusion

STMFusion is proposed, a novel Mamba-based semantic-guided fusion network that adopts a Cross-Modulated Fusion Block (CMFB), which leverages semantic information to guide the fusion process and integrates cross-modal features through a shared state modulation strategy.

Huan Gao, Weihua Su, Dong-Yuan Zang et al. · 0 citations

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