Presents Bricker dataset and BRACE multi-frame model using frequency priors and cross-attention for flicker-banding removal in RAW screen captures, with new SFC metric.
Rifle: Removal of image flicker-banding via latent diffusion enhancement
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
VDFP uses degradation field modeling based on rolling shutter and continuous prior perception with a flicker-aware loss to deflicker videos while preserving spatial-temporal details via zero-initialized pre-trained priors.
citing papers explorer
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Bricker to BRACE: A Bracket Exposure RAW Dataset and Restoration Model for Flicker-Banding
Presents Bricker dataset and BRACE multi-frame model using frequency priors and cross-attention for flicker-banding removal in RAW screen captures, with new SFC metric.
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VDFP: Video Deflickering with Flicker-banding Priors
VDFP uses degradation field modeling based on rolling shutter and continuous prior perception with a flicker-aware loss to deflicker videos while preserving spatial-temporal details via zero-initialized pre-trained priors.