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Advances in Intelligent Systems and Computing(2)
ETCM 2021 - 5th Ecuador Technical Chapters Meeting(1)
Sensors (Switzerland)(1)
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scopus(4)
An Open-Source Data Acquisition and Manual Segmentation System for Hand Gesture Recognition based on EMG
Conference ObjectAbstract: Due to lack of standardization in the data acquisition process, Hand Gesture Recognition literaturePalabras claves:EMG, gForce Pro, Hand gesture recognition, HGR, matlab, Myo ArmbandAutores:Ángel Leonardo Valdivieso Caraguay, Jonathan A. Zea, Lorena Isabel Barona López, Marco E. BenalcázarFuentes:googlescopusFeature 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