4 citations · 9 across the 19 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.CV2023
Multi-task Image Restoration Guided By Robust DINO Features
Xin Lin, Jingtong Yue, Kelvin C. K. Chan +4
Multi-task image restoration has gained significant interest due to its inherent versatility and efficiency compared to its single-task counterpart. However, performance decline is…
eess.IV2023★ 4 cited
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches
Xin Lin, Chao Ren, Xiao Liu +2
Deep learning methods have shown remarkable performance in image denoising, particularly when trained on large-scale paired datasets. However, acquiring such paired datasets for re…
eess.IV2023★ 4 cited
Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark
Xin Lin, Jingtong Yue, Sixian Ding +3
Rain in the dark poses a significant challenge to deploying real-world applications such as autonomous driving, surveillance systems, and night photography. Existing low-light enha…