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2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018(1)
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Advances in Intelligent Systems and Computing(1)
ETCM 2021 - 5th Ecuador Technical Chapters Meeting(1)
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A Model for Real-Time Hand Gesture Recognition Using Electromyography (EMG), Covariances and Feed-Forward Artificial Neural Networks
Conference ObjectAbstract: Hand gesture recognition has many applications that require models to work in real time and with higPalabras claves:classification, EMG signals, Feed-forward neural networks, Hand gesture recognition, Myo ArmbandAutores:Anchundia V. C.E., Andrés Jaramillo-Yánez, José González, Marco E. Benalcázar, Marco Segura, Patricio ZambranoFuentes:scopusAn Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems
ArticleAbstract: Hand gesture recognition (HGR) systems using electromyography (EMG) bracelet-type sensors are currenPalabras claves:electrodes displacement, Hand gesture recognition, Myo Armband, orientation correctionAutores:Ángel Leonardo Valdivieso Caraguay, Jonathan A. Zea, Juan Pablo Vasconez, Lorena Isabel Barona López, Marcelo Alvarez V., Marco E. Benalcázar, Victor Hugo VimosFuentes:scopusAn 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:googlescopusDesign of a Software Architecture and Practical Applications to Exploit the Capabilities of a Human Arm Gesture Recognition System
Conference ObjectAbstract: The present paper presents a Software Architecture proposal designed to provide to a 'gesture recognPalabras claves:EMGs, Gesture recognition, Mouse Emulator, Myo Armband, Software architecture, Software Integration, TCP Sockets, Tetris, UMLAutores:Fabrizio Eloy Ramirez, Marco E. Benalcázar, Marco Segura-MoralesFuentes:scopusReal-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:googlescopusReal-time hand gesture recognition using the Myo armband and muscle activity detection
Conference ObjectAbstract: Hand gesture recognition consists of identifying the class and the instant of occurrence of a givenPalabras claves:EMG, Hand gesture recognition, Machine learning, muscle activity detection, Myo Armband, REAL TIMEAutores:Anchundia V. C.E., Andrés G. Jaramillo, Cristhian Motoche, Freddy Benalcazar Palacios, Jonathan A. Zea, Marco E. Benalcázar, Marco Segura-Morales, María Perez, Patricio Xavier Zambrano Rodríguez, Patricio ZambranoFuentes:googlescopus