Repaint High-Density Surface Electromyography Signal Using Denoising Diffusion Probabilistic Model
The proposed HD-sEMG signal reconstruction approach offers a new solution for enhancing the fidelity and reliability of HD-sEMG signal acquisition.
Authors
- Ning Jiang (ORCID: https://orcid.org/0000-0002-5383-7969)
- Jiawei Liao (ORCID: https://orcid.org/0000-0002-3809-3762)
- Jiayuan He (ORCID: https://orcid.org/0000-0001-9915-2108)
- Yanchun Zhao (ORCID: https://orcid.org/0000-0002-2182-5509)
- Fang Xia (ORCID: https://orcid.org/0000-0001-9351-7524)
- Hai Wang (ORCID: https://orcid.org/0000-0002-2751-2140)
Institutions
- Sichuan University (CN)
- West China Hospital of Sichuan University (CN)
Publication Details
- Journal
- IEEE Transactions on Biomedical Engineering
- Published
- 2025-09-02
- DOI
- https://doi.org/10.1109/tbme.2025.3604527
- Citations
- 1
- Primary Topic
- Muscle activation and electromyography studies
- Type
- article
- Field-Weighted Citation Impact
- 0.67