Efficient Image Fusion with State Space Model: FusionMamba

FusionMamba, an innovative method for efficient image fusion, incorporates Mamba blocks into two U-shaped networks to extract spatial and spectral features independently and hierarchically, and extends the Mamba block to accommodate dual inputs, creating a new FusionMamba block that outperforms existing fusion techniques.