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.CV2025
U-DECN: End-to-End Underwater Object Detection ConvNet with Improved DeNoising Training
Zhuoyan Liu, Bo Wang, Bing Wang +1
Underwater object detection has higher requirements of running speed and deployment efficiency for the detector due to its specific environmental challenges. NMS of two- or one-sta…
cs.CV2025
NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors
Yanrui Bin, Wenbo Hu, Haoyuan Wang +2
Surface normal estimation serves as a cornerstone for a spectrum of computer vision applications. While numerous efforts have been devoted to static image scenarios, ensuring tempo…