AvatarGen: a 3D Generative Model for Animatable Human Avatars. (arXiv:2208.00561v1 [cs.CV])

Unsupervised generation of clothed virtual humans with various appearance and
animatable poses is important for creating 3D human avatars and other AR/VR
applications. Existing methods are either limited to rigid object modeling, or
not generative and thus unable to synthesize high-quality virtual humans and
animate them. In this work, we propose AvatarGen, the first method that enables
not only non-rigid human generation with diverse appearance but also full
control over poses and viewpoints, while only requiring 2D images for training. …

3d arxiv avatars cv human