2 papers
cs.CV2024
PDCFNet: Enhancing Underwater Images through Pixel Difference Convolution
Song Zhang, Daoliang Li, Ran Zhao
Majority of deep learning methods utilize vanilla convolution for enhancing underwater images. While vanilla convolution excels in capturing local features and learning the spatial…
cs.AI2024
Mamba-UIE: Enhancing Underwater Images with Physical Model Constraint
Song Zhang, Yuqing Duan, Daoliang Li +1
In underwater image enhancement (UIE), convolutional neural networks (CNN) have inherent limitations in modeling long-range dependencies and are less effective in recovering global…