3 papers
cs.CV2026
Fusing Transferred Priors and Physics-based Decomposition for Underwater Image Enhancement
Haochen Hu, Yanrui Bin, Zhengyan Zhang +3
The underwater images are captured within diverse water-medium conditions, leading to complex degradation, including color bias, low contrast, and blur effect. Recently, learning-b…
cs.CV2026
RQUL-UIE: Revitalizing Quality-Unstable Labels for Underwater Image Enhancement via In-Dataset Self-Supervision
Haochen Hu, Yanrui Bin, Chih-yung Wen +1
Underwater Image Enhancement (UIE) is essential for mitigating degradations caused by water medium. Although learning-based methods have advanced significantly, most rely on paired…
physics.flu-dyn2026
Denoising diffusion and latent diffusion models for physics field simulations
Yuan Jia, Chi Zhang, Hao Ma +3
Accurate prediction of physical fields is critical in various engineering applications, including thermal management in electronic systems, airfoil shape optimization in aerospace,…