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Feature Evaluation of EMG Signals for Hand Gesture Recognition Based on Mutual Information, Fuzzy Entropy and RES Index
Conference ObjectAbstract: In the field of hand gesture recognition based on electromyography, the selection of features is stiPalabras claves:Electromyography, Feature evaluation, Fuzzy entropy, Hand gesture recognition, mutual information, Myo armband sensorAutores:Ángel Leonardo Valdivieso Caraguay, Jonathan A. Zea, Lorena Isabel Barona López, Marco E. Benalcázar, Xavier AguasFuentes:googlescopusSign language recognition using wearable electronics: Implementing K-nearest neighbors with dynamic time warping and convolutional neural network algorithms
ArticleAbstract: We propose a sign language recognition system based on wearable electronics and two different classiPalabras claves:Classifiers, Gesture recognition, IMU, Sensory glove, Sign Language, Wearable electronicsAutores:Cavallo P., Errico V., Jonathan A. Zea, Marco E. Benalcázar, Ricci M., Saggio G.Fuentes:googlescopusReal-Time Hand Gesture Recognition: A Long Short-Term Memory Approach with Electromyography
Conference ObjectAbstract: Hand gestures are a non-verbal type of communication ideally suited for Human-Machine Interaction. NPalabras claves:EMG, Hand gesture recognition, LSTM, Myo ArmbandAutores:Jonathan A. Zea, Marco E. BenalcázarFuentes:googlescopus