Rejecting Unknown Gestures Based on Surface-Electromyography Using Variational Autoencoder
Rejecting Unknown Gestures Based on Surface-Electromyography Using Variational Autoencoder is a scholarly work, published in 2024 in ''IEEE Transactions on Neural Systems and Rehabilitation Engineering''. The main subjects of the publication include electromyography, artificial intelligence, gesture recognition, Gaussian, discriminative model, nanogenerator, hidden Markov model, speech recognition, set, posterior probability, benchmark, autoencoder, pattern recognition, gesture, and computer science. The authors propose a novel variational autoencoder based approach for open-set gesture recognition based on sparse multichannel sEMG signals.