CVPR2021

S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling

Ze Yang, Shenlong Wang, Sivabalan Manivasagam, Zeng Huang, Wei-Chiu Ma, Xinchen Yan, Ersin Yumer, Raquel Urtasun

Abstract

Figure 1 : Given a single image and/or a single LiDAR sweep as input, our model infers shape, skeleton and skinning jointly, which can then be used to generate animated 3D characters in novel poses.