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Computers and Electronics in Agriculture(2)
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2018 5th International Conference on Control, Decision and Information Technologies, CoDIT 2018(1)
ETCM 2021 - 5th Ecuador Technical Chapters Meeting(1)
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Comparison of convolutional neural networks in fruit detection and counting: A comprehensive evaluation
ArticleAbstract: Knowing beforehand the amount of fruit to be harvested leads to better logistics and decisions makinPalabras claves:Faster R-CNN, Fruit counting, multi-object tracking, PRECISION AGRICULTURE, Single shot multibox detectorAutores:Cheein F.A.A., Delpiano J., Juan Pablo Vasconez, Vougioukas S.Fuentes:scopusA Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach
Conference ObjectAbstract: Hand gesture recognition (HGR) based on electromyography (EMG) has been a research topic of great inPalabras claves:Electromyography, EMG, Experience replay, Hand gesture recognition, Q-Learning, reinforcement learningAutores:Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. Benalcázar, Patricio J. Cruz, Patricio Javier Cruz Davalos, Robin AlvarezFuentes:googlescopusA New Methodology for Pattern Recognition Applied to Hand Gestures Recognition Using EMG. Analysis of Intrapersonal and Interpersonal Variability
Conference ObjectAbstract: Systems used for pattern recognition are usually divided into 4 stages: signal acquisition, preprocePalabras claves:EMG, Hand gesture recognition, intrapersonal and interpersonal variability, pattern recognitionAutores:Ángel Leonardo Valdivieso Caraguay, Javier Alejandro Ordóñez Flores, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. Benalcázar, Patricio Javier Cruz Davalos, Robin Gerardo Alvarez RuedaFuentes:googlescopusA comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning
ArticleAbstract: Hand gesture recognition (HGR) based on electromyography signals (EMGs) has been one of the most relPalabras claves:convolutional neural networks, Electromyography, EMG, Hand gesture recognition, reinforcement learning, Supervised learningAutores:Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. BenalcázarFuentes:googlescopusA methodology for semantic action recognition based on pose and human-object interaction in avocado harvesting processes
ArticleAbstract: The agricultural industry could greatly benefit from an intelligent system capable of supporting fiePalabras claves:Avocado harvesting process, Human-object interaction, Human–machine collaboration, Semantic human action recognitionAutores:Admoni H., Cheein F.A.A., Juan Pablo VasconezFuentes:scopusFinding a Proper Approach to Obtain Cognitive Parameters from Human Faces under Illumination Variations
Conference ObjectAbstract: Extract and recognize face features can become a difficult problem, especially in environments withPalabras claves:Autores:Cheein F.A.A., Juan Pablo VasconezFuentes:scopusHand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks
ArticleAbstract: Hand gesture recognition systems (HGR) based on electromyography signals (EMGs) and inertial measurePalabras claves:deep Q-network, Electromyography, Hand gesture recognition, inertial measurement unit, reinforcement learningAutores:Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. BenalcázarFuentes:googlescopusHand Gesture and Arm Movement Recognition for Multimodal Control of a 3-DOF Helicopter
Conference ObjectAbstract: This paper presents the application of hand gestures and arm movements to control a dual rotor testbPalabras claves:3-DOF helicopter, Arm movement recognition, Hand gesture recognition, Multimodal controlAutores:Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. Benalcázar, Patricio J. Cruz, Patricio Javier Cruz Davalos, Ricardo Romero, Robin AlvarezFuentes:googlescopusToward semantic action recognition for avocado harvesting process based on single shot multibox detector
Conference ObjectAbstract: To date, human action recognition is still a challenging topic and has been addressed from many persPalabras claves:Agriculture, avocado harvesting, Semantic action recognition, Single shot multibox detectorAutores:Cheein F.A.A., Juan Pablo Vasconez, Salvo J.Fuentes:scopusRecognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks
ArticleAbstract: In recent years, hand gesture recognition (HGR) technologies that use electromyography (EMG) signalsPalabras claves:deep Q-network, Double-Deep Q-Network, Electromyography, Hand gesture recognition, reinforcement learningAutores:Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. BenalcázarFuentes:googlescopus