3D

Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo

Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo

This repository includes the source code for our CVPR 2021 paper on multi-view multi-person 3D pose estimation. Please read our paper for more details at https://arxiv.org/abs/2104.02273. The project webpage is available here.

Bibtex:

@InProceedings{Lin_2021_CVPR,
    author    = {Lin, Jiahao and Lee, Gim Hee},
    title     = {Multi-View Multi-Person 3D Pose Estimation With Plane Sweep Stereo},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2021},
    pages     = {11886-11895}
}

Environment

Our code is tested on

  • Python 3.8.5
  • PyTorch 1.6.0 & torchvision 0.7.0
  • CUDA 11.2

Preparing Data

Download following data before using the code in this repository:

The data should be organized as follows:



 


 




 


To finish reading, please visit source site