AniClipart: Clipart Animation with Text-to-Video Priors

arXiv:2404.12347v1 Announce Type: new
Abstract: Clipart, a pre-made graphic art form, offers a convenient and efficient way of illustrating visual content. Traditional workflows to convert static clipart images into motion sequences are laborious and time-consuming, involving numerous intricate steps like rigging, key animation and in-betweening. Recent advancements in text-to-video generation hold great potential in resolving this problem. Nevertheless, direct application of text-to-video generation models often struggles to retain the visual identity of clipart images or generate cartoon-style motions, resulting in …

abstract animation art arxiv cs.cv cs.gr form graphic images key text text-to-video type video video generation visual workflows