Gesture Recognition and Biometrics Electromyography (GRABMyo) Dataset

Ashirbad Pradhan, Jiayuan He, Ning Jiang

Recently, surface electromyogram (EMG) has been proposed as a novel biometric trait for addressing some key limitations of current biometrics, such as spoofing and liveness. The EMG signals possess a unique characteristic: they are inherently different for individuals (biometrics), and they can be customized to realize multi-length codes or passwords (for example, by performing different gestures).

DOI Link:

10.21227/82v9-2b79

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Session 1 contains 43 data files for all the participants
Session 2 contains 43 data files for all the participants
Session 3 contains 43 data files for all the participants
Participant anthropometrics
Names of the 17 gestures (in sequence)
Graphic explanation of the gestures
Zip file containing all the relevant codes (run fileread.m)

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[1] Ashirbad Pradhan, Jiayuan He, Ning Jiang, "Gesture Recognition and Biometrics Electromyography (GRABMyo) Dataset", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/82v9-2b79. Accessed: Feb. 05, 2025.

@data{82v9-2b79-22,
doi = {10.21227/82v9-2b79},
url = {http://dx.doi.org/10.21227/82v9-2b79},
author = {Ashirbad Pradhan; Jiayuan He; Ning Jiang },
publisher = {IEEE Dataport},
title = {Gesture Recognition and Biometrics Electromyography (GRABMyo) Dataset},
year = {2022} }

TY - DATA
T1 - Gesture Recognition and Biometrics Electromyography (GRABMyo) Dataset
AU - Ashirbad Pradhan; Jiayuan He; Ning Jiang
PY - 2022
PB - IEEE Dataport
UR - 10.21227/82v9-2b79
ER -

Ashirbad Pradhan, Jiayuan He, Ning Jiang. (2022). Gesture Recognition and Biometrics Electromyography (GRABMyo) Dataset. IEEE Dataport. http://dx.doi.org/10.21227/82v9-2b79

Ashirbad Pradhan, Jiayuan He, Ning Jiang, 2022. Gesture Recognition and Biometrics Electromyography (GRABMyo) Dataset. Available at: http://dx.doi.org/10.21227/82v9-2b79.

Ashirbad Pradhan, Jiayuan He, Ning Jiang. (2022). "Gesture Recognition and Biometrics Electromyography (GRABMyo) Dataset." Web.

1. Ashirbad Pradhan, Jiayuan He, Ning Jiang. Gesture Recognition and Biometrics Electromyography (GRABMyo) Dataset [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/82v9-2b79

Ashirbad Pradhan, Jiayuan He, Ning Jiang. "Gesture Recognition and Biometrics Electromyography (GRABMyo) Dataset." doi: 10.21227/82v9-2b79

Gesture Recognition and Biometrics Electromyography (GRABMyo) Dataset

Dataset Files