huangjh-pub / synorim

[T-PAMI'22] [Jittor & Pytorch] Multiway Non-rigid Point Cloud Registration via Learned Functional Map Synchronization
https://cg.cs.tsinghua.edu.cn/people/~huangjh/publication/synorim/
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deep-learning non-rigid point-cloud registration synchronization

SyNoRiM: Multiway Non-rigid Point Cloud Registration via Learned Functional Map Synchronization

Paper | Project Page

This repository contains the implementation of the above paper. It is accepted to T-PAMI (2022).

If you find our code or paper useful, please consider citing

@article{huang2021multiway,
  title={Multiway Non-rigid Point Cloud Registration via Learned Functional Map Synchronization},
  author={Huang, Jiahui and Birdal, Tolga and Gojcic, Zan and Guibas, Leonidas J and Hu, Shi-Min},
  journal={arXiv preprint arXiv:2111.12878},
  year={2021}
}

Implementations

We provide two implementations based on Jittor and Pytorch (the latter is also available on the public branch which is also kept up-to-date). Please refer to the corresponding folders jittor/ and pytorch/ for specific build and running instructions.