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A Computer Vision Model to Identify the Incorrect Use of Face Masks for COVID-19 Awareness
ArticleAbstract: Face mask detection has become a great challenge in computer vision, demanding the coalition of techPalabras claves:Artificial intelligence, Computer Vision, covid-19, Deep learning, face mask recognition, image classification, object detectionAutores:Anthony Crespo, Diego Hernán Peluffo-Ordóñez, Fabricio Crespo, Manuel Eugenio Morocho-Cayamcela, Sierra-Martínez L.M.Fuentes:scopusDeep Learning Approaches Based on Transformer Architectures for Image Captioning Tasks
ArticleAbstract: This paper focuses on visual attention, a state-of-the-art approach for image captioning tasks withiPalabras claves:Artificial intelligence, Computer Vision, Image captioning, Supervised learning, visual attentionAutores:Israel Pineda, Lim W., Manuel Eugenio Morocho-Cayamcela, Roberto Castro IzurietaFuentes:googlescopusArtificial Intelligence in 5G Technology: A Survey
Conference ObjectAbstract: A fully operative and efficient 5G network cannot be complete without the inclusion of artificial inPalabras claves:5g networks, Artificial intelligence, Deep learning, IT Convergence, Machine Learning, Next Generation NetworkAutores:Lim W., Manuel Eugenio Morocho-CayamcelaFuentes:scopusAn Efficient Deep Q-learning Strategy for Sequential Decision-making in Game-playing
Conference ObjectAbstract: This paper presents a deep reinforcement learning model that efficiently learns a sequential decisioPalabras claves:Artificial intelligence, deep Q-learning, game-playing, Reinforcement learning, sequential decision-makingAutores:Israel Pineda, Kevin Cardenas, Manuel Eugenio Morocho-Cayamcela, Morocho-Cayamcela M.E., Oscar ChangFuentes:googlescopusEnd-to-End License Plate Recognition System for an Efficient Deployment in Surveillance Scenarios
Conference ObjectAbstract: The automatic recognition of license plates has been a widely research area, in special for surveillPalabras claves:Artificial intelligence, Computer Vision, Deep learning, License plate recognition, Surveillance videoAutores:Diego Hernán Suntaxi Dominguez, Diego Suntaxi-Dominguez, Manuel Eugenio Morocho-Cayamcela, Samantha Carolina Quintanchala SandovalFuentes:scopusMachine learning for 5G/B5G mobile and wireless communications: Potential, limitations, and future directions
ArticleAbstract: Driven by the demand to accommodate today's growing mobile traffic, 5G is designed to be a key enablPalabras claves:5G mobile communication, Artificial intelligence, B5G, Machine Learning, Mobile Communication, Wireless CommunicationAutores:Lee H., Lim W., Manuel Eugenio Morocho-CayamcelaFuentes:scopusHyperparameter Tuning over an Attention Model for Image Captioning
Conference ObjectAbstract: Considering the historical trajectory and evolution of image captioning as a research area, this papPalabras claves:Artificial intelligence, Computer Vision, Image captioning, Supervised learning, visual attentionAutores:Israel Pineda, Manuel Eugenio Morocho-Cayamcela, Roberto Castro IzurietaFuentes:googlescopusFine-tuning a pre-trained Convolutional Neural Network Model to translate American Sign Language in Real-time
Conference ObjectAbstract: In this paper, we present a real-time American Sign Language (ASL) hand gesture recognizer based onPalabras claves:Artificial intelligence, Convolutional neural network, image classification, real-time, Sign Language, Transfer learningAutores:Lim W., Manuel Eugenio Morocho-CayamcelaFuentes:scopusA Study of ConvNeXt Architectures for Enhanced Image Captioning
ArticleAbstract: This study explores the effectiveness of the ConvNeXt model, an advanced computer vision architecturPalabras claves:Artificial intelligence, Computer Vision, ConvNeXt, Deep learning, image analysis, Image captioning, image description generation, Image understanding, Natural Language processingAutores:Cristian Romero, Echeverria F.R., Edmundo Casas, Leo Ramos, Manuel Eugenio Morocho-CayamcelaFuentes:scopusContinual learning, deep reinforcement learning, and microcircuits: a novel method for clever game playing
ArticleAbstract: Contemporary neural networks frequently encounter the challenge of catastrophic forgetting, whereinPalabras claves:Artificial intelligence, Cognitive computation, Continual learning, Deep learning, deep reinforcement learning, game-playingAutores:Leo Ramos, Luis Zhinin-Vera, Manuel Eugenio Morocho-Cayamcela, Oscar Chang, Rolando ArmasFuentes:scopus