Rethinking Event-based Human Pose Estimation with 3D Event Representations

The official Pytorch implementations of Rethinking Event-based Human Pose Estimation with 3D Event Representations. This branch maintains code for the Decoupled Event Voxel Method.

[Demo Video (Youtube)]

[演示视频 (B站)]

Code will be available soon.

Publication

If you find our project helpful in your research, please cite with:

@inproceedings{chen2022EPP,
  title={Efficient Human Pose Estimation via 3D Event Point Cloud},
  author={Chen, Jiaan and Shi, Hao and Ye, Yaozu and Yang, Kailun and Sun, Lei and Wang, Kaiwei},
  booktitle={2022 International Conference on 3D Vision (3DV)},
  year={2022}
}

@article{yin2023rethinking,
  title={Rethinking Event-based Human Pose Estimation with 3D Event Representations},
  author={Yin, Xiaoting and Shi, Hao and Chen, Jiaan and Wang, Ze and Ye, Yaozu and Ni, Huajian and Yang, Kailun and Wang, Kaiwei},
  journal={arXiv preprint arXiv:2311.04591},
  year={2023}
}

For any questions, welcome to e-mail us: [email protected], [email protected], [email protected], and we will try our best to help you. =)