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2017 IEEE 2nd Ecuador Technical Chapters Meeting Etcm 2017(2)
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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:googlescopusReal-Time Hand Gesture Recognition Using the Leap Motion Controller and Machine Learning
Abstract: Currently, gesture recognition is presented as a problem of feature extraction and pattern recognitiPalabras claves:Gesture recognition, hand gesture, Infrared information, Leap motion controller, Machine LearningAutores:Marco E. Benalcázar, Rubén NogalesFuentes:scopusAnalysis and Evaluation of Feature Selection and Feature Extraction Methods
ArticleAbstract: Hand gestures are widely used in human-to-human and human-to-machine communication. Therefore, handPalabras claves:Feature Extraction, feature selection, Hand gesture recognition, Leap motion controller, Machine LearningAutores:Marco E. Benalcázar, Rubén NogalesFuentes: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:googlescopusMachine learning for computer vision: A review of theory and algorithms
ReviewAbstract: The Computer vision is a problem that belongs to the field of artificial intelligence. The problem oPalabras claves:Computer Vision, image classification, image segmentation, Machine Learning, object detectionAutores:Marco E. BenalcázarFuentes: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:googlescopusReal-time hand gesture recognition based on electromyographic signals and artificial neural networks
Conference ObjectAbstract: In this paper, we propose a hand gesture recognition model based on superficial electromyographic siPalabras claves:artificial neural networks, Electromyography, Hand gesture recognition, Machine Learning, signal processingAutores:Cristhian Motoche, Marco E. BenalcázarFuentes:scopusReal-time hand gesture recognition using surface electromyography and machine learning: A systematic literature review
ReviewAbstract: Today, daily life is composed of many computing systems, therefore interacting with them in a naturaPalabras claves:Computer interaction, Electromyography, Hand gesture recognition, Human, Machine Learning, Real-time systems, Systematic Literature ReviewAutores:Andrés Jaramillo-Yánez, Elisa Mena-Maldonado, Marco E. BenalcázarFuentes:scopusReal-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:googlescopusReal-time hand gesture recognition with EMG using machine learning
Conference ObjectAbstract: In this paper, we propose the development of a model for real-time hand gesture recognition. We usePalabras claves:EMG(Electromyography), Hand gesture recognition, Machine Learning, real-timeAutores:Andrés G. Jaramillo, Marco E. BenalcázarFuentes:scopus