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

arXiv:2404.13884v1 Announce Type: cross
Abstract: 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. Recently, the state-space model (SSM) based architecture …

arxiv cs.cv eess.iv ocean secrets type