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Hyperparameter 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: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, Manuel Eugenio Morocho-Cayamcela, Samantha Carolina Quintanchala SandovalFuentes:scopusFine-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: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:googlescopusBreaking Wireless Propagation Environmental Uncertainty with Deep Learning
ArticleAbstract: Wireless propagation loss modeling has gained significant attention due to its critical importance iPalabras claves:deep learning, image segmentation, Path loss, Propagation model, Wireless CommunicationAutores:Lim W., Maier M., Manuel Eugenio Morocho-CayamcelaFuentes: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:scopusComparative 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:scopusAn artificially structured step-index metasurface for 10GHz leaky waveguides and antennas
Conference ObjectAbstract: Metasurfaces can be engineered to guide surface waves in a homogeneous path, where sub-wavelength siPalabras claves:antenna, high impedance surface, leaky-lave, Metasurface, Surface wavesAutores:Angsanto S., Caliwag A., Lim W., Manuel Eugenio Morocho-CayamcelaFuentes:scopusAn optimal location strategy for multiple drone base stations in massive MIMO
ArticleAbstract: The concept of drone base stations (DBSs) has been applied to reduce the distance of the wireless liPalabras claves:Disaster scenario, massive MIMO, PATH PLANNING, Unmanned aerial vehicle, User associationAutores:Lim W., Maier M., Manuel Eugenio Morocho-CayamcelaFuentes:scopusBLER performance evaluation of an enhanced channel autoencoder
ArticleAbstract: The concept of using autoencoders (AEs) to represent wireless communication systems as an end-to-endPalabras claves:Autoencoder, deep learning, End-to-end learning, modulation, neural network, Wireless communicationsAutores:Lim W., Manuel Eugenio Morocho-Cayamcela, Njoku J.N.Fuentes:scopus