penincillin / IHMR

Official repo for our 3DV 2021 paper "Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements".

Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements

Yu Rong, Jingbo Wang, Ziwei Liu, Chen Change Loy

• Paper.
• Project Page
  
  

Installation

Please refer to install.md to install the required packages and prepare data and model.

Training

Please refer to train.md for training the models, including IHMR-Baseline and IHMR-MLP.

Testing

Please refer to [test.md][docs/test.md] for testing the models, including IHMR-Baseline, IHMR-MLP, and IHMR-OPT

Citation

Please cite the following papers in your publications if it helps your research:

@InProceedings{rong2021ihmr,
    author = {Rong, Yu and Wang, Jingbo and Liu, Ziwei and Loy, Chen Change},
    title = {Monocular 3D Reconstruction of Interacting Handsvia Collision-Aware Factorized Refinements},
    booktitle = {International Conference on 3D Vision},
    year = {2021}
}

@InProceedings{rong2021frankmocap,
    title={FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration},
    author={Rong, Yu and Shiratori, Takaaki and Joo, Hanbyul},
    booktitle={IEEE International Conference on Computer Vision Workshops},
    year={2021}
}