How to Build Digital Humans? From Priors to Photorealistic Avatars
This state-of-the-art report provides an overview of controllable 3D human avatar creation. We describe current 3D avatar systems, which typically consist of three stages: (i) learning priors of human appearance and motion, (ii) creating a personalized avatar, and (iii) animating the avatar. To limit the scope, we focus on the prior learning and avatar creation stages. We define current avatar representations and introduce a taxonomy that categorizes existing work along multiple axes, including body regions and employed priors. We review methods for full-body and head avatars, as well as layered representations that decompose the body into components such as hands, hair, and garments. Fin...
| Authors | Wojciech Zielonka, Tobias Kirschstein, Timo Bolkart et al. |
|---|---|
| Primary category | cs.GR |
| Published | 5 July 2026 |
| Last updated at source | 5 July 2026 |
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