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.
Star: Spatial-temporal augmentation with text-to-video models for real-world video super-resolution
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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.