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Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review

Sensors (Basel, Switzerland), 2020-04, Vol.20 (9), p.2467

2020

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Sign Language Recognition Using Wearable Electronics: Implementing k-Nearest Neighbors with Dynamic Time Warping and Convolutional Neural Network Algorithms

Sensors (Basel, Switzerland), 2020-07, Vol.20 (14), p.3879

2020

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Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks

Sensors (Basel, Switzerland), 2022-12, Vol.22 (24), p.9613

2022

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Analysis and Evaluation of Feature Selection and Feature Extraction Methods

International journal of computational intelligence systems, 2023-09, Vol.16 (1), p.1-13, Article 153

2023

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Recognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks

Sensors (Basel, Switzerland), 2023-04, Vol.23 (8), p.3905

2023

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A Deep Q-Network based hand gesture recognition system for control of robotic platforms

Scientific reports, 2023-05, Vol.13 (1), p.7956-7956, Article 7956

2023

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Hand Gesture Recognition Using Automatic Feature Extraction and Deep Learning Algorithms with Memory

Big data and cognitive computing, 2023-06, Vol.7 (2), p.102

2023

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An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems

Sensors (Basel, Switzerland), 2020-11, Vol.20 (21), p.6327

2020

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Optimal clustering under uncertainty

PloS one, 2018-10, Vol.13 (10), p.e0204627-e0204627

2018

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Hand gesture recognition using machine learning and infrared information: a systematic literature review

International journal of machine learning and cybernetics, 2021-10, Vol.12 (10), p.2859-2886

2021

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Educational Impact on Ecuadorian University Students Due to the COVID-19 Context

Education sciences, 2022-01, Vol.12 (1), p.17

2022

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CNN-LSTM and post-processing for EMG-based hand gesture recognition

Intelligent systems with applications, 2024-06, Vol.22, p.200352, Article 200352

2024

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Analytic Representation of Bayes Labeling and Bayes Clustering Operators for Random Labeled Point Processes

IEEE transactions on signal processing, 2015-03, Vol.63 (6), p.1605-1620

2015

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A User-Specific Hand Gesture Recognition Model Based on Feed-Forward Neural Networks, EMGs, and Correction of Sensor Orientation

Applied sciences, 2020-12, Vol.10 (23), p.8604

2020

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Arquitectura de Medición del Impacto de Ataques DoS en QoS/QoE de Servicios Multimedia en Redes SDN

RISTI : Revista Ibérica de Sistemas e Tecnologias de Informação, 2023-02 (E56), p.29-43

2023

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Hand Gesture Recognition Applied to the Interaction with Video Games

Advances in Computational Intelligence, p.36-52

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Machine Learning for Computer Vision: a review of Theory and Algorithms

RISTI : Revista Ibérica de Sistemas e Tecnologias de Informação, 2019-04 (E19), p.608-618

Benalcázar, Marco E

2019

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A comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning

Engineering applications of artificial intelligence, 2023-08, Vol.123, p.106327, Article 106327

2023

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A Survey on Hand Gesture Recognition Using Machine Learning and Infrared Information

Applied Technologies, p.297-311

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Real-Time Hand Gesture Recognition Based on Electromyographic Signals and Artificial Neural Networks

Artificial Neural Networks and Machine Learning – ICANN 2018, p.352-361

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Artificial neural networks applied to statistical design of window operators

Pattern recognition letters, 2013-07, Vol.34 (9), p.970-979

2013

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Real-Time Hand Gesture Recognition Model Using Deep Learning Techniques and EMG Signals

2019 27th European Signal Processing Conference (EUSIPCO), 2019, p.1-5

2019

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A Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach

Artificial Neural Networks and Machine Learning – ICANN 2021, p.580-591

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Technical Mapping of the Grooming Anatomy Using Machine Learning Paradigms: An Information Security Approach

IEEE access, 2019, Vol.7, p.142129-142146

2019

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An Open-Source Data Acquisition and Manual Segmentation System for Hand Gesture Recognition based on EMG

2021 IEEE Fifth Ecuador Technical Chapters Meeting (ETCM), 2021, p.1-6

2021

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Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review

Sign Language Recognition Using Wearable Electronics: Implementing k-Nearest Neighbors with Dynamic Time Warping and Convolutional Neural Network Algorithms

Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks

Analysis and Evaluation of Feature Selection and Feature Extraction Methods

Recognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks

A Deep Q-Network based hand gesture recognition system for control of robotic platforms

Hand Gesture Recognition Using Automatic Feature Extraction and Deep Learning Algorithms with Memory

An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems

Optimal clustering under uncertainty

Hand gesture recognition using machine learning and infrared information: a systematic literature review

Educational Impact on Ecuadorian University Students Due to the COVID-19 Context

CNN-LSTM and post-processing for EMG-based hand gesture recognition

Analytic Representation of Bayes Labeling and Bayes Clustering Operators for Random Labeled Point Processes

A User-Specific Hand Gesture Recognition Model Based on Feed-Forward Neural Networks, EMGs, and Correction of Sensor Orientation

Arquitectura de Medición del Impacto de Ataques DoS en QoS/QoE de Servicios Multimedia en Redes SDN

Hand Gesture Recognition Applied to the Interaction with Video Games

Machine Learning for Computer Vision: a review of Theory and Algorithms

A comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning

A Survey on Hand Gesture Recognition Using Machine Learning and Infrared Information

Real-Time Hand Gesture Recognition Based on Electromyographic Signals and Artificial Neural Networks

Artificial neural networks applied to statistical design of window operators

Real-Time Hand Gesture Recognition Model Using Deep Learning Techniques and EMG Signals

A Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach

Technical Mapping of the Grooming Anatomy Using Machine Learning Paradigms: An Information Security Approach

An Open-Source Data Acquisition and Manual Segmentation System for Hand Gesture Recognition based on EMG

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