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Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks
ArticleAbstract: Hand gesture recognition systems (HGR) based on electromyography signals (EMGs) and inertial measurePalabras claves:deep Q-network, Electromyography, Hand gesture recognition, inertial measurement unit, reinforcement learningAutores:Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. BenalcázarFuentes:googlescopusHand Gesture Recognition and Tracking Control for a Virtual UR5 Robot Manipulator
Conference ObjectAbstract: Human-machine interfaces (HMIs) have received an increased attention during the past decades, speciaPalabras claves:Hand gesture recognition, Human Robot Interface, Movement Tracking, Virtual Robotic ManipulatorAutores:Alex Chico, Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. Benalcázar, Patricio J. Cruz, Patricio Javier Cruz Davalos, Robin AlvarezFuentes:googlescopusHand Gesture and Arm Movement Recognition for Multimodal Control of a 3-DOF Helicopter
Conference ObjectAbstract: This paper presents the application of hand gestures and arm movements to control a dual rotor testbPalabras claves:3-DOF helicopter, Arm movement recognition, Hand gesture recognition, Multimodal controlAutores:Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. Benalcázar, Patricio J. Cruz, Patricio Javier Cruz Davalos, Ricardo Romero, Robin AlvarezFuentes: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:googlescopusEvolution and challenges of Software Defined Networking
Conference ObjectAbstract: Software Defined Networking (SDN) proposes the separation of the control plane from the data plane iPalabras claves:Future internet, openflow, Software defined networkingAutores:Ángel Leonardo Valdivieso Caraguay, Lorena Isabel Barona López, Villalba L.J.G.Fuentes:googlescopusEducational Impact on Ecuadorian University Students Due to the COVID-19 Context
ArticleAbstract: The mobility restrictions imposed in different countries due to the pandemic of Sars-CoV2 has hugelyPalabras claves:covid-19, ECUADOR, Educational impact, PLS-SEM, SARS-COV2, University StudentsAutores:Ángel Leonardo Valdivieso Caraguay, Cesar J. Santacruz, Daniel Velastegui, Lorena Isabel Barona López, Marco E. Benalcázar, Victor Hugo VimosFuentes:scopusDetection of Possible Illicit Messages Using Natural Language Processing and Computer Vision on Twitter and Linked Websites
ArticleAbstract: Human trafficking is a global problem that strips away the dignity of millions of victims. CurrentlyPalabras claves:cnn, Features detection, image classification, Natural Language processing, SVMAutores:Ángel Leonardo Valdivieso Caraguay, Lorena Isabel Barona López, Myriam Hernández-Alvarez, Sergio L. GranizoFuentes:scopusA Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach
Conference ObjectAbstract: Hand gesture recognition (HGR) based on electromyography (EMG) has been a research topic of great inPalabras claves:Electromyography, EMG, Experience replay, Hand gesture recognition, Q-Learning, reinforcement learningAutores:Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. Benalcázar, Patricio J. Cruz, Patricio Javier Cruz Davalos, Robin AlvarezFuentes:googlescopusA New Methodology for Pattern Recognition Applied to Hand Gestures Recognition Using EMG. Analysis of Intrapersonal and Interpersonal Variability
Conference ObjectAbstract: Systems used for pattern recognition are usually divided into 4 stages: signal acquisition, preprocePalabras claves:EMG, Hand gesture recognition, intrapersonal and interpersonal variability, pattern recognitionAutores:Ángel Leonardo Valdivieso Caraguay, Javier Alejandro Ordóñez Flores, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. Benalcázar, Patricio Javier Cruz Davalos, Robin Gerardo Alvarez RuedaFuentes:googlescopusA comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning
ArticleAbstract: Hand gesture recognition (HGR) based on electromyography signals (EMGs) has been one of the most relPalabras claves:convolutional neural networks, Electromyography, EMG, Hand gesture recognition, reinforcement learning, Supervised learningAutores:Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. BenalcázarFuentes:googlescopus