AI RESEARCH
Breaking Spatial Uniformity: Prior-Guided Mamba with Radial Serialization for Lens Flare Removal
arXiv CS.CV
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ArXi:2605.07650v1 Announce Type: new Lens flares, caused by complex optical aberrations, severely degrade image quality especially in nighttime photography. Although recent restoration methods have made remarkable progress, most still rely on spatially uniform processing. They are failing to handle the region-dependent restoration demands of flare scenes, where saturated light sources should be preserved, flare artifacts removed, and background details recovered. To address this challenge, we propose DeflareMambav2, a prior-guided Mamba framework for lens flare removal. Specifically, we.