3 papers
cs.CV2023
Learning Degradation-Independent Representations for Camera ISP Pipelines
Yanhui Guo, Fangzhou Luo, Xiaolin Wu
Image signal processing (ISP) pipeline plays a fundamental role in digital cameras, which converts raw Bayer sensor data to RGB images. However, ISP-generated images usually suffer…
cs.CV2022
Self-Supervised Face Image Restoration with a One-Shot Reference
Yanhui Guo, Fangzhou Luo, Shaoyuan Xu
For image restoration, methods leveraging priors from generative models have been proposed and demonstrated a promising capacity to robustly restore photorealistic and high-quality…
eess.IV2021
Functional Neural Networks for Parametric Image Restoration Problems
Fangzhou Luo, Xiaolin Wu, Yanhui Guo
Almost every single image restoration problem has a closely related parameter, such as the scale factor in super-resolution, the noise level in image denoising, and the quality fac…