4 papers
Breaking Spatial Uniformity: Prior-Guided Mamba with Radial Serialization for Lens Flare Removal
Zijia Fu, Yuanfei Huang, Lizhi Wang +1
Lens flares, caused by complex optical aberrations, severely degrade image quality especially in nighttime photography. Although recent restoration methods have made remarkable pro…
Physics-Informed Video Flare Synthesis and Removal Leveraging Motion Independence between Flare and Scene
Junqiao Wang, Yuanfei Huang, Hua Huang
Lens flare is a degradation phenomenon caused by strong light sources. Existing researches on flare removal have mainly focused on images, while the spatiotemporal characteristics…
DeflareMamba: Hierarchical Vision Mamba for Contextually Consistent Lens Flare Removal
Yihang Huang, Yuanfei Huang, Junhui Lin +1
Lens flare removal remains an information confusion challenge in the underlying image background and the optical flares, due to the complex optical interactions between light sourc…
Tackling Ill-posedness of Reversible Image Conversion with Well-posed Invertible Network
Yuanfei Huang, Hua Huang
Reversible image conversion (RIC) suffers from ill-posedness issues due to its forward conversion process being considered an underdetermined system. Despite employing invertible n…