Rejecting Unknown Gestures Based on Surface-Electromyography Using Variational Autoencoder

The conventional surface electromyography (sEMG)-based gesture recognition systems exhibit impressive performance in controlled laboratory settings. As most systems are trained in a closed-set setting, the systems’s performance may see significant deterioration when novel gestures are pre...

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Bibliographic Details
Main Authors: Qingfeng Dai, Yongkang Wong, Mohan Kankanhalli, Xiangdong Li, Weidong Geng
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10416674/