Rejecting Unknown Gestures Based on Surface-Electromyography Using Variational Autoencoder

• 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.
• Subjects: article
• Online Access: Connect to this object online.

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...