PEGASUS: Personalized Generative 3D Avatars with Composable Attributes

arXiv:2402.10636v1 Announce Type: new
Abstract: We present, PEGASUS, a method for constructing personalized generative 3D face avatars from monocular video sources. As a compositional generative model, our model enables disentangled controls to selectively alter the facial attributes (e.g., hair or nose) of the target individual, while preserving the identity. We present two key approaches to achieve this goal. First, we present a method to construct a person-specific generative 3D avatar by building a synthetic video collection of the target identity …

3d avatars abstract arxiv avatars cs.cv face generative hair identity personalized type video