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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: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:googlescopusConstruction of a Dataset for Static and Dynamic Hand Tracking Using a Non-invasive Environment
Conference ObjectAbstract: The research consists of hand gesture recognition using a commercial sensor called Leap Motion ContrPalabras claves:Acquisition system, Hand gesture recognition, Non-invasive monitoringAutores:Alexis Palate, Bryan Toalumbo, Javier Vargas, Marco E. Benalcázar, Ronnie Martinez, Rubén NogalesFuentes:googlescopusHand Gesture Recognition Using Leap Motion Controller, Infrared Information, and Deep Learning Framework
Conference ObjectAbstract: Hand gesture recognition (HGR) systems are the current topic, attracting interest in many fields. ThPalabras claves:Convolutional neural network, Hand gesture recognition, Leap motion controllerAutores:Bryan Toalumbo, Rubén NogalesFuentes:scopusHand 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:googlescopusSelection of Classifiers for Hand Gesture Recognition Using Analytic Hierarchy Process: A Systematic Literature Review
Conference ObjectAbstract: This article presents a systematic study for the selection of classifiers for hand gesture recognitiPalabras claves:Analytic hierarchy process, EMG, Hand gesture recognition, Systematic ReviewAutores:Freddy Benalcazar Palacios, Jaime R. Guilcapi, Javier Vargas, Rubén NogalesFuentes:scopusReal-Time Hand Gesture Recognition Using KNN-DTW and Leap Motion Controller
Conference ObjectAbstract: The advances in artificial intelligence have been boosting the development of applications in differPalabras claves:Dynamic time warping (DTW), Hand gesture recognition, K nearest neighbors (KNN), Leap motion controllerAutores:Marco E. Benalcázar, Rubén NogalesFuentes:googlescopus