Skeleton Data for Micro-Action 52 dataset
Introduction
This repository is designed specifically for Skeleton-based Micro-Action Recognition research.
The Micro-Action-52 (MA-52) dataset is only to be used for non-commercial scientific purposes.
Please note that the test set is withheld for competition purposes.
You can evaluate your results by following the provided instructions.
Citation
Please consider citing the related paper in your publications if it helps your research.
@article{gu2025motion,
title={Motion matters: Motion-guided modulation network for skeleton-based micro-action recognition},
author={Gu, Jihao and Li, Kun and Wang, Fei and Wei, Yanyan and Wu, Zhiliang and Fan, Hehe and Wang, Meng},
journal={arXiv preprint arXiv:2507.21977},
year={2025}
}
@article{guo2024benchmarking,
title={Benchmarking Micro-action Recognition: Dataset, Methods, and Applications},
author={Guo, Dan and Li, Kun and Hu, Bin and Zhang, Yan and Wang, Meng},
journal={IEEE Transactions on Circuits and Systems for Video Technology},
year={2024},
volume={34},
number={7},
pages={6238-6252},
publisher={IEEE},
doi={10.1109/TCSVT.2024.3358415}
}
@article{li2024mmad,
title={Mmad: Multi-label micro-action detection in videos},
author={Li, Kun and Liu, Pengyu and Guo, Dan and Wang, Fei and Wu, Zhiliang and Fan, Hehe and Wang, Meng},
journal={arXiv preprint arXiv:2407.05311},
year={2024}
}