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Flare Removal

When a camera is pointed at a strong light source, the resulting photograph may contain lens flare artifacts. Flares appear in a wide variety of patterns (halos, streaks, color bleeding, haze, etc.) and this diversity in appearance makes flare removal challenging.

Papers

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Showing 1–24 of 24 papers

TitleStatusHype
Light Source Guided Single-Image Flare Removal From Unpaired DataCode1
MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare RemovalCode1
Difflare: Removing Image Lens Flare with Latent Diffusion ModelCode1
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and ResultsCode1
Flare7K: A Phenomenological Nighttime Flare Removal DatasetCode1
Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry PriorCode1
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and BeyondCode1
Flare-Free Vision: Empowering Uformer with Depth InsightsCode1
For Overall Nighttime Visibility: Integrate Irregular Glow Removal With Glow-Aware EnhancementCode1
From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility EnhancementCode1
Toward Flare-Free Images: A SurveyCode1
Improving Lens Flare Removal with General Purpose Pipeline and Multiple Light Sources RecoveryCode1
Improving Lens Flare Removal with General-Purpose Pipeline and Multiple Light Sources RecoveryCode1
Toward Real Flare Removal: A Comprehensive Pipeline and A New Benchmark—0
Disentangle Nighttime Lens Flares: Self-supervised Generation-based Lens Flare Removal—0
FF-Former: Swin Fourier Transformer for Nighttime Flare Removal—0
GN-FR:Generalizable Neural Radiance Fields for Flare Removal—0
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results—0
MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results—0
PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting—0
Understanding and Tackling Scattering and Reflective Flare for Mobile Camera Systems—0
Automatic Flare Spot Artifact Detection and Removal in PhotographsCode0
DiffDecompose: Layer-Wise Decomposition of Alpha-Composited Images via Diffusion TransformersCode0
How to Train Neural Networks for Flare RemovalCode0
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