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Paper · arXiv

DrawVideo: Grounded and Faithful Multi-Shot Video Generation from Storyboard Keyframe Sketches

Long video generation requires high-fidelity visual synthesis, coherent narrative organization, shot-level structure, and explicit user control. Existing text-to-video methods typically generate videos from a single long-form prompt, making it difficult for creators to directly control character pose, camera composition, spatial layout, and local motion. We propose DrawVideo, a sketch-guided and storyboard-driven framework that grounds multi-shot video generation in creator-provided spatial structure, appearance, and motion. Each shot is specified by a black-and-white sketch, an appearance prompt, and a motion prompt. DrawVideo first generates a structure-aligned reference keyframe, expan...

AuthorsChuanzhi Xu, Huiqi Liang, Bang Shi et al.
Primary categorycs.GR
Published22 May 2026
Last updated at source2 October 2026
cs.GRcs.AIcs.CVcs.MMeess.IV
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