3 papers
cs.CV2026
Water Reflection Detection Using Symmetric Attention
Shuxuan Yao, Chengjia Wang, Jianyuan Sun +2
Reflections of water pose a significant challenge for computer vision systems, as standard deep learning models frequently confuse objects with their mirror images, producing spuri…
cs.CV2026
Retinex Meets Language: A Physics-Semantics-Guided Underwater Image Enhancement Network
Shixuan Xu, Yabo Liu, Chao Huang +2
Underwater images often suffer from severe degradation caused by light absorption and scattering, leading to color distortion, low contrast and reduced visibility. Existing Underwa…
cs.CV2025
A Semi-supervised Physics-Aware Triple-Stream Underwater Image Enhancement Network
Shixuan Xu, Hao Qi, Wei Wang +4
Underwater images normally suffer from degradation due to the transmission medium of water bodies. Both traditional prior-based approaches and deep learning-based methods have been…