Concepedia

Electromyography-based Gesture Recognition

Electromyography-Based Gesture Recognition is a pattern recognition methodology that decodes neuromuscular activity captured through surface electromyography signals to infer and classify specific hand or arm gestures through machine learning or signal processing techniques.

436

Publications

23.5K

Citations

1.3K

Authors

434

Institutions

Publications per year

2017–2026

340

Parents

Publications

436

Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

Ulysse Côté‐Allard, Cheikh Latyr Fall, Alexandre Drouin et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2019 · 723 citations · Full text

, , +16

A Framework for Hand Gesture Recognition Based on Accelerometer and EMG Sensors

Xu Zhang, Xiang Chen, Yun Li et al. · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2011 · 608 citations

, , +17

Gesture recognition by instantaneous surface EMG images

Weidong Geng, Yu Du, Wenguang Jin et al. · Scientific Reports · 2016 · 592 citations · Full text

, , +17

A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition

Yu Hu, Yongkang Wong, Wentao Wei et al. · PLoS ONE · 2018 · 396 citations · Full text

, , +17

Surface EMG-Based Inter-Session Gesture Recognition Enhanced by Deep Domain Adaptation

Yu Du, Wenguang Jin, Wentao Wei et al. · Sensors · 2017 · 363 citations · Full text

, , +17

1–5 of 436

Authors

1.3K

  1. SB
    Simone Benatti

    University of Bologna, Italy

    14 publications · 877 citations

    13

    h-index

  2. LB
    Luca Benini

    University of Bologna, Italy

    13 publications · 840 citations

    12

    h-index

  3. ME
    Marco E. Benalcázar

    National Polytechnic School, Ecuador

    13 publications · 634 citations

    12

    h-index

  4. AM
    Arash Mohammadi

    Concordia University, Canada

    10 publications · 422 citations

    10

    h-index

  5. ER
    Elahe Rahimian

    Concordia University, Canada

    10 publications · 422 citations

    10

    h-index

1–5 of 1.3K

Institutions

434

  1. ETH Zurich

    Zurich, Switzerland

    15 h-index

    41 publications

    3.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    41 publications

    1.8K citations

  3. National Polytechnic School

    Quito, Ecuador

    12 h-index

    58 publications

    3.2K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    11 h-index

    36 publications

    3K citations

  5. University of Bologna

    Bologna, Italy

    11 h-index

    32 publications

    1.9K citations

  6. Shanghai University

    Shanghai, China

    11 h-index

    33 publications

    1.4K citations

  7. Concordia University

    Montreal, Canada

    10 h-index

    36 publications

    1.5K citations

  8. University of Portsmouth

    Portsmouth, United Kingdom

    9 h-index

    13 publications

    527 citations

1–8 of 434

Venues

  1. Sensors

    37 publications · 2.4K citations

    28

    h-index

  2. Biomedical Signal Processing and Control

    16 publications · 1.2K citations

    16

    h-index

  3. 16

    h-index

  4. IEEE Access

    10 publications · 492 citations

    11

    h-index

  5. 6

    h-index

1–5