新方法可从单张照片生成逼真的3D头像

报道来源 [3]

1. arXiv cs.CV TIER_1 English(EN) · Hao Liang, Zhixuan Ge, Soumendu Majee, Joanna Li, Ashok Veeraraghavan, Guha Balakrishnan · 2026-06-02 04:00

   Splatshot: 3D Face Avatar Generation from a Single Unconstrained Photo

   arXiv:2606.01493v1 Announce Type: new Abstract: Reconstructing a photorealistic 3D face avatar from a single unconstrained photograph is challenging: feed-forward 3D Gaussian Splatting (3DGS) models degrade on out-of-distribution inputs, while pretrained diffusion models produce …

2. arXiv cs.CV TIER_1 English(EN) · Hezhen Hu, Wangbo Zhao, Lanqing Guo, Hanwen Jiang, Jonathan C. Liu, Zhiwen Fan, Kai Wang, Zhangyang Wang, Georgios Pavlakos · 2026-06-02 04:00

   HumanNOVA: Photorealistic, Universal and Rapid 3D Human Avatar Modeling from a Single Image

   arXiv:2606.02573v1 Announce Type: new Abstract: In this paper, we present HumanNOVA, a photorealistic, universal, and rapid model for generating 3D human avatars from a single RGB image. Achieving both photorealism and generalization is challenging due to the scarcity of diverse,…

3. arXiv cs.CV TIER_1 English(EN) · Georgios Pavlakos · 2026-06-01 17:58

   HumanNOVA: Photorealistic, Universal and Rapid 3D Human Avatar Modeling from a Single Image

   In this paper, we present HumanNOVA, a photorealistic, universal, and rapid model for generating 3D human avatars from a single RGB image. Achieving both photorealism and generalization is challenging due to the scarcity of diverse, high-quality 3D human data. To address this, we…