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2019 IEEE Latin American Conference on Computational Intelligence La Cci 2019(2)
2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019(1)
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Gesture 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:googlescopusShort-Term Hand Gesture Recognition using Electromyography in the Transient State, Support Vector Machines, and Discrete Wavelet Transform
Conference ObjectAbstract: Hand gesture recognition models determine what gesture and when this gesture was performed by a persPalabras claves:discrete wavelets transform, EMG, Hand gesture recognition, Machine Learning, Support Vector MachineAutores:Andrés Jaramillo-Yánez, Luis Unapanta, 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 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:scopusMachine 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:googlescopus