SRMamba-T: Exploring the hybrid Mamba-Transformer network for Single Image Super-Resolution

Cencen Liu, Dongyang Zhang, Guoming Lu, Wen Yin, Jielei Wang, Guangchun Luo

Abstract: Highlights•A hybrid Mamba-Transformer backbone is introduced, pioneering new potential for SISR.•The novel SRMamba-T model efficiently balances model performance and computational efficiency.•An innovative feature fusion module effectively aggregates hierarchical features.•A multi-directional selective scanning module reduces processing demands without sacrificing performance.