Hand gesture recognition using machine learning and the Myo armband ME Benalcázar, AG Jaramillo, A Zea, A Páez, VH Andaluz 2017 25th European Signal Processing Conference (EUSIPCO), 1040-1044, 2017 | 161 | 2017 |
Real-time hand gesture recognition using the Myo armband and muscle activity detection ME Benalcázar, C Motoche, JA Zea, AG Jaramillo, CE Anchundia, ... 2017 IEEE second Ecuador technical chapters meeting (ETCM), 1-6, 2017 | 149 | 2017 |
Sign language recognition using wearable electronics: implementing k-nearest neighbors with dynamic time warping and convolutional neural network algorithms G Saggio, P Cavallo, M Ricci, V Errico, J Zea, ME Benalcázar Sensors 20 (14), 3879, 2020 | 47 | 2020 |
Real-time hand gesture recognition based on artificial feed-forward neural networks and EMG ME Benalcázar, CE Anchundia, JA Zea, P Zambrano, AG Jaramillo, ... 2018 26th European Signal Processing Conference (EUSIPCO), 1492-1496, 2018 | 38 | 2018 |
An energy-based method for orientation correction of EMG bracelet sensors in hand gesture recognition systems LIB López, ÁLV Caraguay, VH Vimos, JA Zea, JP Vásconez, M Álvarez, ... Sensors 20 (21), 6327, 2020 | 30 | 2020 |
Real-time hand gesture recognition: a long short-term memory approach with electromyography JA Zea, ME Benalcázar International Conference on Computer Science, Electronics and Industrial …, 2019 | 14 | 2019 |
CNN-LSTM and post-processing for EMG-based hand gesture recognition LIB López, FM Ferri, J Zea, ÁLV Caraguay, ME Benalcázar Intelligent Systems with Applications 22, 200352, 2024 | 12 | 2024 |
EMG-EPN-612 Dataset M Benalcázar, L Barona, L Valdivieso, X Aguas, J Zea CERN: Geneva, Switzerland, 2020 | 8 | 2020 |
An open-source data acquisition and manual segmentation system for hand gesture recognition based on EMG J Zea, ME Benalcázar, LIB Lôpez, ÁLV Caraguay 2021 IEEE Fifth Ecuador Technical Chapters Meeting (ETCM), 1-6, 2021 | 7 | 2021 |
Feature evaluation of EMG signals for hand gesture recognition based on mutual information, fuzzy entropy and RES index LI Barona-Lopez, AL Valdivieso-Caraguay, ME Benalcazar, X Aguas, ... Advances and Applications in Computer Science, Electronics and Industrial …, 2021 | 7 | 2021 |
“Spanish Políglota”: an automatic Speech Recognition system based on HMM JA Zea, J Aguiar 2021 Second International Conference on Information Systems and Software …, 2021 | 4 | 2021 |
HGREncoder: Enhancing Real-Time Hand Gesture Recognition with Transformer Encoder-A Comparative Study LGM Santillan, JA Zea, LIB López, ÁLV Caraguay, ME Benalcázar | | 2024 |
Effects on Hand Gesture Recognition Accuracy after Severe Cranial Trauma JA Zea, LGM Santillán, LIB López, ÁLV Caraguay, ME Benalcázar 2023 IEEE Seventh Ecuador Technical Chapters Meeting (ECTM), 1-5, 2023 | | 2023 |
Intelligent Systems with Applications LIB López, FM Ferri, J Zea, ÁLV Caraguay, ME Benalcázar | | |
Intelligent Systems with Applications ZM Omer, H Shareef | | |
Assessing the Influence of Lstm and Post-Processing in Cnn Based Hand Gesture Recognition Using Emg L Barona, J Zea, Á Valdivieso, ME Benalcázar | | |
ICI2ST 2021 R López-Chila, J Llerena-Izquierdo, N Sumba-Nacipucha, J Galindo, ... | | |