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
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 (Basel, Switzerland) (06.11.2020)
Published in Sensors (Basel, Switzerland) (06.11.2020)
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Journal Article
Effects on Hand Gesture Recognition Accuracy after Severe Cranial Trauma
Zea, Jonathan A., Santillan, Luis Gabriel Macias, Lopez, Lorena Isabel Barona, Caraguay, Angel Leonardo Valdivieso, Benalcazar, Marco E.
Published in 2023 IEEE Seventh Ecuador Technical Chapters Meeting (ECTM) (10.10.2023)
Published in 2023 IEEE Seventh Ecuador Technical Chapters Meeting (ECTM) (10.10.2023)
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Conference Proceeding
Real-time hand gesture recognition using the Myo armband and muscle activity detection
Benalcazar, Marco E., Motoche, Cristhian, Zea, Jonathan A., Jaramillo, Andres G., Anchundia, Carlos E., Zambrano, Patricio, Segura, Marco, Benalcazar Palacios, Freddy, Perez, Maria
Published in 2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM) (01.10.2017)
Published in 2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM) (01.10.2017)
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Conference Proceeding
Hand gesture recognition using machine learning and the Myo armband
Benalcazar, Marco E., Jaramillo, Andres G., Zea, Jonathan A., Paez, Andres, Andaluz, Victor Hugo
Published in 2017 25th European Signal Processing Conference (EUSIPCO) (01.08.2017)
Published in 2017 25th European Signal Processing Conference (EUSIPCO) (01.08.2017)
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Conference Proceeding
Real-Time Hand Gesture Recognition Based on Artificial Feed-Forward Neural Networks and EMG
Benalcazar, Marco E., Anchundia, Carlos E., Zea, Jonathan A., Zambrano, Patricio, Jaramillo, Andres G., Segura, Marco
Published in 2018 26th European Signal Processing Conference (EUSIPCO) (01.09.2018)
Published in 2018 26th European Signal Processing Conference (EUSIPCO) (01.09.2018)
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Conference Proceeding
An Open-Source Data Acquisition and Manual Segmentation System for Hand Gesture Recognition based on EMG
Zea, Jonathan, Benalcazar, Marco E., Barona Lopez, Lorena Isabel, Valdivieso Caraguay, Angel Leonardo
Published in 2021 IEEE Fifth Ecuador Technical Chapters Meeting (ETCM) (12.10.2021)
Published in 2021 IEEE Fifth Ecuador Technical Chapters Meeting (ETCM) (12.10.2021)
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Conference Proceeding