Parallel CBAM-Edge: decoupling series attention structures to enhance edge fidelity in super-resolution reconstruction
A parallel CBAM-Edge module is proposed that decouples traditional serial architectures by establishing independent high-frequency detail extraction branches and CBAM branches optimized for super-resolution tasks, while introducing adaptive gating mechanisms to dynamically fuse dual branch features.