Computational Video Editing for Dialogue-Driven Scenes

Our system starts by segmenting the input script into lines of dialogue and then splitting each input take into a sequence of clips time-aligned with each line. Next it labels the script and the clips with high-level structural information (e.g., emotional sentiment of dialogue, camera framing of clip, etc.)

This combined with introducing the knowledge of film editing idioms delivers an interesting approach for delivering a rough cut.

https://graphics.stanford.edu/papers/roughcut/

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