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.
· Journal of Real-Time Image P... · 0 citations