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A Survey on Hand Gesture Recognition Using Machine Learning and Infrared Information
Conference ObjectAbstract: The research consists in the hand gestures are movements that convey information and thus complementPalabras claves:Hand gesture recognition, Infrared information, Machine learning, Survey, Systematic literature reviewAutores:Marco E. Benalcázar, Rubén NogalesFuentes:googlescopusAutomatic design of aperture filters using neural networks applied to ocular image segmentation
Conference ObjectAbstract: Aperture filters are image operators which combine mathematical morphology and pattern recognition tPalabras claves:Aperture filters, Ensemble of Classifiers, IMAGE PROCESSING, mathematical morphology, Neural networks, pattern recognitionAutores:Ballarin V.L., Brun M., Marco E. BenalcázarFuentes:googlescopusBayes clustering operators for known random labeled point processes
Conference ObjectAbstract: There is a widespread belief that clustering is inherently subjective. To quote A. K. Jain, 'As a taPalabras claves:Autores:Brun M., Dalton L.A., Dougherty E.R., Marco E. BenalcázarFuentes:googlescopusAn interactive system to improve cognitive abilities using electromyographic signals
Conference ObjectAbstract: This article presents a system for improving people's cognitive abilities using electromyography (EMPalabras claves:Hand-Gesture Recognition Mode, matlab, Serious Game, Support Vector Machine, Unity 3DAutores:Ángel Leonardo Valdivieso Caraguay, Freddy Benalcazar Palacios, Jaime R. Guilcapi, Lorena Isabel Barona López, Marco E. Benalcázar, Rubén Nogales, Xavier AguasFuentes:googlescopusAnalytic representation of bayes labeling and bayes clustering operators for random labeled point processes
ArticleAbstract: Clustering algorithms typically group points based on some similarity criterion, but without referenPalabras claves:Bayes classification, Bayesian estimation, Clustering, pattern recognition, small samplesAutores:Brun M., Dalton L.A., Dougherty E.R., Marco E. BenalcázarFuentes:googlescopusAdaptive Non-linear Control for a Virtual 3D Manipulator
Conference ObjectAbstract: This work focuses on two main problems in the field of robotic manipulators: modeling and non-linearPalabras claves:adaptive control, Calculated torque control, non-linear control, Robot simulation, Robotic manipulatorAutores:Alex F. Oña, Marco E. Benalcázar, Patricio J. Cruz, Patricio Javier Cruz Davalos, Victor Hugo VimosFuentes:googlescopusAn 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: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:scopusGesture recognition and machine learning applied to sign language translation
Conference ObjectAbstract: In this paper we propose an intelligent system for translating sign language into text. This approacPalabras claves:Gesture recognition, Machine learning, Pattern classification, Sign language translationAutores:Luis Alberto Estrada Jiménez, Marco E. Benalcázar, Nelson SotomayorFuentes:googlescopusHand gesture recognition using machine learning and infrared information: a systematic literature review
ArticleAbstract: Currently, gesture recognition is like a problem of feature extraction and pattern recognition, in wPalabras claves:Gesture recognition, Infrared information, Machine learning, Systematic literature reviewAutores:Marco E. Benalcázar, Rubén NogalesFuentes:googlescopus