huangyangyi/TeCH

TeCH: Text-guided Reconstruction of Lifelike Clothed Humans

Yangyi Huang* · Hongwei Yi* · Yuliang Xiu* · Tingting Liao · Jiaxiang Tang · Deng Cai · Justus Thies
* Equal contribution

arXiv 2023

TeCH considers image-based reconstruction as a conditional generation task, taking conditions from both the input image and the derived descriptions. It is capable of reconstructing "lifelike" 3D clothed humans. “Lifelike” refers to 1) a detailed full-body geometry, including facial features and clothing wrinkles, in both frontal and unseen regions, and 2) a high-quality texture with consistent color and intricate patterns.

Citation

@misc{huang2023tech,
      title={TeCH: Text-guided Reconstruction of Lifelike Clothed Humans},
      author={Huang, Yangyi and Yi, Hongwei and Xiu, Yuliang and Liao, Tingting and Tang, Jiaxiang and Cai, Deng and Thies, Justus},
      year={2023},
      eprint={2308.08545},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}