MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs

Understand

Underwater Image Enhancement (UIE) techniques aim to address the problem of underwater image degradation due to light absorption and scattering.

• In recent years, both Convolution Neural Network (CNN)-based and Transformer-based methods have been widely explored.
• In addition, combining CNN and Transformer can effectively combine global and local information for enhancement.
• However, this approach is still affected by the secondary complexity of the Transformer and cannot maximize the performance.