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Open Access Dataset for Electromyography based Multi-code Biometric Authentication. (arXiv:2201.01051v1 [cs.CR])
Jan. 5, 2022, 2:10 a.m. | Ashirbad Pradhan, Jiayuan He, Ning Jiang
stat.ML updates on arXiv.org arxiv.org
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). However, current EMG-based biometric research
has two critical limitations: 1) a small subject pool, compared to other more
established biometric traits, and 2) limited …
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