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

Related tags

Deep LearningIHMR
Overview

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

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

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}
}
Owner
Yu Rong
PhD Candidate @ MMLab, CUHK
Yu Rong
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