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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Main Authors: Qingfeng Dai (Author), Yongkang Wong (Author), Mohan Kankanhalli (Author), Xiangdong Li (Author), Weidong Geng (Author)
Format: Book
Published: IEEE, 2024-01-01T00:00:00Z.
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