RainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking Dynamics
Video deraining aims to recover clean visual content from rainy videos for reliable perception under adverse weather. Existing methods mainly rely on RGB sequences and temporal redundancy, but RGB-only restoration remains ambiguous in dynamic rainy scenes, where rain streaks, textures, boundaries, motion, and occlusions may share similar visual patterns. Event cameras provide complementary motion-sensitive cues with high temporal resolution, but event streams also contain sensor noise and background-triggered responses, so direct RGB-Event fusion may introduce cross-modal interference. To addr
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- FuzzyOverlapping authors or contributors · 62%affaan-m/ECC →
“Shared author/contributor keys: jiang”
- FuzzyOverlapping authors or contributors · 62%google-research/google-research →
“Shared author/contributor keys: sun”
- FuzzyOverlapping authors or contributors · 62%modular/modular →
“Shared author/contributor keys: liu”
- FuzzyOverlapping authors or contributors · 62%BerriAI/litellm →
“Shared author/contributor keys: jiang”
- FuzzySimilar title/name (fuzzy) · 59%Developer-Y/cs-video-courses →
“Fuzzy title match (0.73): “RainDancer: RGB-Event Video Deraining with Rain-Oriented Spi” ≈ “Developer-Y/cs-video-courses””
- LinkedLinked via arxiv author · 85%Kui Jiang →
“RainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking Dynamics”
- LinkedLinked via arxiv author · 85%Runzhe Li →
“RainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking Dynamics”
- LinkedLinked via arxiv author · 85%Zhaocheng Yu →
“RainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking Dynamics”