Sign Language Recognition Using Wearable Electronics: Implementing k-Nearest Neighbors with Dynamic Time Warping and Convolutional Neural Network Algorithms
Saggio, Giovanni, Cavallo, Pietro, Ricci, Mariachiara, Errico, Vito, Zea, Jonathan, Benalcázar, Marco E
Published in Sensors (Basel, Switzerland) (11.07.2020)
Published in Sensors (Basel, Switzerland) (11.07.2020)
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Journal Article
Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks
Vásconez, Juan Pablo, Barona López, Lorena Isabel, Valdivieso Caraguay, Ángel Leonardo, Benalcázar, Marco E
Published in Sensors (08.12.2022)
Published in Sensors (08.12.2022)
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Journal Article
Analysis and Evaluation of Feature Selection and Feature Extraction Methods
Nogales, Rubén E., Benalcázar, Marco E.
Published in International Journal of Computational Intelligence Systems (20.09.2023)
Published in International Journal of Computational Intelligence Systems (20.09.2023)
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Journal Article
A Deep Q-Network based hand gesture recognition system for control of robotic platforms
Cruz, Patricio J., Vásconez, Juan Pablo, Romero, Ricardo, Chico, Alex, Benalcázar, Marco E., Álvarez, Robin, Barona López, Lorena Isabel, Valdivieso Caraguay, Ángel Leonardo
Published in Scientific reports (17.05.2023)
Published in Scientific reports (17.05.2023)
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Journal Article
An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems
Barona López, Lorena Isabel, Valdivieso Caraguay, Ángel Leonardo, Vimos, Victor H, Zea, Jonathan A, Vásconez, Juan P, Álvarez, Marcelo, Benalcázar, Marco E
Published in Sensors (06.11.2020)
Published in Sensors (06.11.2020)
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Journal Article
Hand Gesture Recognition Applied to the Interaction with Video Games
Barona López, Lorena Isabel, León Cifuentes, César Israel, Muñoz Oña, José Miguel, Valdivieso Caraguay, Angel Leonardo, Benalcázar, Marco E
Published in Advances in Computational Intelligence (01.01.2023)
Published in Advances in Computational Intelligence (01.01.2023)
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Book Chapter
A comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning
Vásconez, Juan Pablo, Barona López, Lorena Isabel, Valdivieso Caraguay, Ángel Leonardo, Benalcázar, Marco E.
Published in Engineering applications of artificial intelligence (01.08.2023)
Published in Engineering applications of artificial intelligence (01.08.2023)
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Journal Article
Machine Learning for Computer Vision: a review of Theory and Algorithms
Benalcázar, Marco E
Published in RISTI : Revista Ibérica de Sistemas e Tecnologias de Informação (01.04.2019)
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Published in RISTI : Revista Ibérica de Sistemas e Tecnologias de Informação (01.04.2019)
Journal Article
Real-Time Hand Gesture Recognition Model Using Deep Learning Techniques and EMG Signals
Chung, Edison A., Benalcazar, Marco E.
Published in 2019 27th European Signal Processing Conference (EUSIPCO) (01.09.2019)
Published in 2019 27th European Signal Processing Conference (EUSIPCO) (01.09.2019)
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Conference Proceeding