GenVideo: One-shot Target-image and Shape Aware Video Editing using T2I Diffusion Models

arXiv:2404.12541v1 Announce Type: new
Abstract: Video editing methods based on diffusion models that rely solely on a text prompt for the edit are hindered by the limited expressive power of text prompts. Thus, incorporating a reference target image as a visual guide becomes desirable for precise control over edit. Also, most existing methods struggle to accurately edit a video when the shape and size of the object in the target image differ from the source object. To address these challenges, …

abstract arxiv control cs.cv diffusion diffusion models edit editing guide image power prompt prompts reference text type video visual