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Communications in Computer and Information Science(4)
2019 International Conference on Computing, Networking and Communications, ICNC 2019(1)
Applied Sciences (Switzerland)(1)
Electronic Letters on Computer Vision and Image Analysis(1)
Electronics Letters(1)
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Ciencias de la computación(3)
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Comparative Study of Image Degradation and Restoration Techniques
Conference ObjectAbstract: This paper implements airy disk smoothing, Poisson noise, Gaussian smoothing, Hanser’s phase term, aPalabras claves:Computer Vision, IMAGE PROCESSING, Image restoration, Inverse filter, Wiener filterAutores:Israel Pineda, Manuel Eugenio Morocho-Cayamcela, Washington PijalFuentes:scopusA 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: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: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:googlescopusImplementation of a Lightweight CNN for American Sign Language Classification
Conference ObjectAbstract: The American sign language is the most popular and widely-accepted sign language for people with heaPalabras claves:AMERICAN SIGN LANGUAGE, EfficientNet, Image classification convolutional neural network, Transfer learningAutores:Andrés Quelal, Manuel Eugenio Morocho-Cayamcela, Mateo Sebastián LomasFuentes:scopusIncreasing the Segmentation Accuracy of Aerial Images with Dilated Spatial Pyramid Pooling
ArticleAbstract: This thesis addresses the environmental uncertainty in satellite images as a computer vision task usPalabras claves:Computer Vision, image analysis, Pattern Recognition Image Segmentation, Supervised learning, Wireless communicationsAutores:Manuel Eugenio Morocho-CayamcelaFuentes:scopusMachine Learning to Improve Multi-Hop Searching and Extended Wireless Reachability in V2X
ArticleAbstract: Multi-hop relay selection is a critical issue in vehicle-to-everything networks. In previous works,Palabras claves:Machine learning, multi-hop wireless communication, Q-Learning, vehicle-to-everythingAutores:Lee H., Lim W., Manuel Eugenio Morocho-CayamcelaFuentes:scopusLateral confinement of high-impedance surface-waves through reinforcement learning
ArticleAbstract: The authors present a model-free policy-based reinforcement learning model that introduces perturbatPalabras claves:Autores:Lim W., Manuel Eugenio Morocho-CayamcelaFuentes:scopusPlant Disease Classification and Severity Estimation: A Comparative Study of Multitask Convolutional Neural Networks and First Order Optimizers
Conference ObjectAbstract: The detection of plant diseases has been a hot research topic lately, specially since deep learningPalabras claves:Agriculture technology, Artificial Intelligence, Computer Vision, Disease classification, neural network, Optimizers, Severity estimationAutores:Manuel Eugenio Morocho-Cayamcela, Sherald Noboa, Valeria Jade L. LuceroFuentes:scopus