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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: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: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