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Ding-Fu Lu

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Preprint Aug 2026

ClearText-Video: A Large-Scale Text-Centric Video Dataset Bridging Video Restoration and Scene-Text Enhancement

ClearText-Video (CTVid), a large-scale, scene-text-aware benchmark for studying text-centric video understanding under controlled quality variation, is introduced, providing a rigorous foundation for restoration-aware, quality-robust text-centric video systems.

Jinlong Li, Jiaming Ding, Ding-Fu Lu et al. · 0 citations

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