Publicaciones
2021
- A New Methodology For Pattern Recognition Applied To Hand Gestures Recognition Using EMG. Analysis Of Intrapersonal And Interpersonal Variability: JA Ordóñez-Flores, RG Alvarez-Rueda, ME Benalcázar, LI Barona-Lôpez, AL Valdivieso-Caraguay, P Cruz, JP Vásconez, 2021 IEEE Fifth Ecuador Technical Chapters Meeting (ETCM), 1-6.
- An Open-Source Data Acquisition and Manual Segmentation System for Hand Gesture Recognition based on EMG: J Zea, ME Benalcázar, LI Barona-Lôpez, ÁL Valdivieso-Caraguay, 2021 IEEE Fifth Ecuador Technical Chapters Meeting (ETCM), 1-6
- A Brain-Computer Interface for Controlling IoT Devices using EEG Signals: K Ortiz-Chicaiza, ME Benalcázar, 2021 IEEE Fifth Ecuador Technical Chapters Meeting (ETCM), 1-6
- Hand Gesture Recognition and Tracking Control for a Virtual UR5 Robot Manipulator: A Chico, PJ Cruz, JP Vásconez, ME Benalcázar, R Álvarez, L Barona, ÁL Valdivieso, 2021 IEEE Fifth Ecuador Technical Chapters Meeting (ETCM), 1-6
- Hand gesture recognition using machine learning and infrared information: a systematic literature review: RE Nogales, ME Benalcázar, International Journal of Machine Learning and Cybernetics, 2859-2886
- A Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach: JP Vásconez, LI Barona-López, AL Valdivieso-Caraguay, PJ Cruz, R Álvarez, ME Benalcázar, International Conference on Artificial Neural Networks, 580-591
- 2D Semantic Segmentation of the Prostate Gland in Magnetic Resonance Images using Convolutional Neural Networks: SP Vacacela, ME Benalcázar, IFAC-PapersOnLine, 394-399
- Construction of a Dataset for Static and Dynamic Hand Tracking Using a Non-invasive Environment; R Nogales, ME Benalcazar, B Toalumbo, A Palate, R Martinez, J Vargas, Advances and Applications in Computer Science, Electronics and Industrial Engineering: Proceedings of CSEI 2020 1307, 185
- 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, JA Zea, Advances and Applications in Computer Science, Electronics and Industrial Engineering: Proceedings of CSEI 2020 1307, 101
- Risk Analysis and Android Application Penetration Testing Based on OWASP 2016; T Borja, ME Benalcázar, ÁLV Caraguay, LIB López, International Conference on Information Technology & Systems, 461-478
2020
- Real-Time Hand Gesture Recognition Using KNN-DTW and Leap Motion Controller; R Nogales, M Benalcázar, Conference on Information and Communication Technologies of Ecuador, 91-103
- Adaptive Non-linear Control for a Virtual 3D Manipulator; LI Barona López, ÁL Valdivieso Caraguay, VH Vimos, JA Zea, JP Vásconez, M Álvarez, ME Benalcázar, A Oña, V Vimos, M Benalcázar, PJ Cruz, 2020 IEEE ANDESCON, 1-6
- A Model for Real-Time Hand Gesture Recognition Using Electromyography (EMG), Covariances and Feed-Forward Artificial Neural Networks; ME Benalcázar, J González, A Jaramillo-Yánez, CE Anchundia, P Zambrano, M Segura, 2020 IEEE ANDESCON, 1-6
- A User-Specific Hand Gesture Recognition Model Based on Feed-Forward Neural Networks, EMGs, and Correction of Sensor Orientation; ME Benalcázar, ÁL Valdivieso Caraguay, LI Barona López, Applied Sciences 10 (23), 8604
- An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems; LI Barona López, ÁL Valdivieso Caraguay, VH Vimos, JA Zea, JP Vásconez, M Álvarez, ME Benalcázar, Sensors 20 (21), 6327
- 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
- Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review; A Jaramillo-Yánez, ME Benalcázar, E Mena-Maldonado, Sensors 20 (9), 2467
2019
- A Survey on Hand Gesture Recognition Using Machine Learning and Infrared Information; R Nogales, ME Benalcázar, International Conference on Applied Technologies, 297-311
- Short-Term Hand Gesture Recognition using Electromyography in the Transient State, Support Vector Machines, and Discrete Wavelet Transform; A Jaramillo-Yanez, L Unapanta, ME Benalcázar, 2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6
- Real-Time Hand Gesture Recognition Using the Leap Motion Controller and Machine Learning; R Nogales, M Benalcázar, 2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-7
- A novel technique for improving the robustness to sensor rotation in hand gesture recognition using sEMG; VH Vimos, M Benalcázar, AF Oña, PJ Cruz; International Conference on Computer Science, Electronics and Industrial Engineering (CSEI), 226-243
- 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 Engineering (CSEI), 155-167
- Technical Mapping of the Grooming Anatomy Using Machine Learning Paradigms: An Information Security Approach; P Zambrano, J Torres, L Tello-Oquendo, R Jácome, ME Benalcázar, R Andrade, W Fuertes, IEEE Access 7, 142129-142146
- Reconocimiento de Gestos de la Mano en Tiempo Real Usando Leap Motion Controller y Machine Learning; R. Nogales, M Benalcázar, Conference Proceedings UTMACH 3(1)
- Real-Time Hand Gesture Recognition Model Using Deep Learning Techniques and EMG Signals EA Chung, ME Benalcázar, 2019 27th European Signal Processing Conference (EUSIPCO), 1-5
- Machine Learning for Computer Vision: a review of Theory and Algorithms; ME Benalcázar Revista Ibérica de Sistemas e Tecnologias de Informação, 608-618
2018
- Design of a Software Architecture and Practical Applications to Exploit the Capabilities of a Human Arm Gesture Recognition System; FE Ramírez, M Segura-Morales, M Benalcázar, 2018 IEEE Third Ecuador Technical Chapters Meeting (ETCM), 1-6
- Real-time hand gesture recognition based on electromyographic signals and artificial neural networks; C Motoche, ME Benalcázar, International Conference on Artificial Neural Networks, 352-361
- Optimal clustering under uncertainty; LA Dalton, ME Benalcázar, ER Dougherty, PloS one 13 (10), e0204627
- Real-time hand gesture recognition based on artificial feed-forward neural networks and EMG; ME Benalcázar, CE Anchundia, JA Zea, P Zambrano, AG Jaramillo, M Segura, 2018 26th European Signal Processing Conference (EUSIPCO), 1492-1496
- Virtual Rehabilitation System for Fine Motor Skills Using a Functional Hand Orthosis; MA León, PA Romero, WX Quevedo, OB Arteaga, C Terán, ME Benalcázar, VH Andaluz, International Conference on Augmented Reality, Virtual Reality and Computer Graphics, 78-94