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HumanReg

Implementation of "HumanReg: Self-supervised Non-rigid Registration of Sparse Human Point Cloud"

Authors: Yifan Chen, Zhiyu Pan, Zhicheng Zhong, Wenxuan Guo, Jianjiang Feng, Jie Zhou

method

Installation

Dataset

Dataset Download Link
HumanSyn4D [Google Drive]
CAPE-512 [Google Drive]
BasketballPlayer [Google Drive]

Model Zoo

We have put our model checkpoints in Google Drive.

Dataset Download Link Remark
HumanSyn4D [Google Drive] Pretrain model
CAPE-512 [Google Drive]

Citation

@inproceedings{chen2024humanreg,
  title={HumanReg: Self-supervised Non-rigid Registration of Human Point Cloud},
  author={Chen, Yifan and Pan, Zhiyu and Zhong, Zhicheng and Guo, Wenxuan and Feng, Jianjiang and Zhou, Jie},
  booktitle={2024 International Conference on 3D Vision (3DV)},
  pages={954--964},
  year={2024},
  organization={IEEE}
}