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A Deep Convolutional Autoencoder Architecture for Automatic Image Colorization
Conference ObjectAbstract: The inherent complexity of image colorization has motivated computer scientists towards the developmPalabras claves:CNN, deep convolutional autoencoder, Image colorization, VGGAutores:Daniel Riofrio, Diego S. Benitez, Maria G. Baldeon Calisto, Noel Perez, Ricardo Flores Moyano, Stefano CevallosFuentes:scopusA software-defined networking approach to improve service provision in residential networks
Conference ObjectAbstract: Within the Internet service provider landscape, the residential gateway (RGW) plays a key role in sePalabras claves:Autores:Bellido Triana L., Fernandez D., González C., Ricardo Flores MoyanoFuentes:googlescopusA user-centric SDN management architecture for NFV-based residential networks
ArticleAbstract: The residential gateway is a key device in the provision of Internet access to a household or to a sPalabras claves:Network function virtualization, Network Management, Residential network, Residential network service, Software defined networking, User-centricAutores:Bellido Triana L., Fernandez D., Ricardo Flores MoyanoFuentes:googlescopusTowards Automatic Comparison of Online Campaign Versus Electoral Manifestos
Conference ObjectAbstract: Social media is an important information outlet and a new political landscape for politicians. In faPalabras claves:ELECTIONS, Natural Language processing, Political campaign, TEXT MININGAutores:Daniel Riofrio, Diego S. Benitez, José Dávalos, Medina-Perez P., Noel Perez, Pablo Medina P., Pamela Almeida, Ricardo Flores MoyanoFuentes:googlescopusTowards a low-cost embedded vehicle counting system based on deep-learning for traffic management applications
Conference ObjectAbstract: This paper explores the feasibility of using a low-cost embedded system for real-time vehicle detectPalabras claves:Centroid, Deep learning, Kalman filter, Neural computer stick (NCS2), Raspberry PI, tracking, Vehicle recognition, YOLOv4 tinyAutores:Daniel Riofrio, Diego S. Benitez, Josue Navarro, Noel Perez, Ricardo Flores MoyanoFuentes:scopusTowards a low-cost embedded vision-based occupancy recognition system for energy management applications
Conference ObjectAbstract: This paper focuses on the development of a low-cost real-time occupancy detection system for peoplePalabras claves:Deep Neural Networks, IoU, Neural computer stick (NCS2), PYTHON, Raspberry PI, Tiny-YOLOAutores:Daniel Riofrio, Diego S. Benitez, German Picon, Noel Perez, Ricardo Flores MoyanoFuentes:scopusStock Price Analysis with Deep-Learning Models
Conference ObjectAbstract: Novel artificial intelligence prediction algorithms use deep learning techniques, i.e., recurrent nePalabras claves:Autoencoder, Conv2D, Deep learning, LSTM, pbkp_rediction, PREDICTION, Stocks, TIME SERIESAutores:Daniel Riofrio, Diego S. Benitez, Juan Arosemena, Noel Perez, Ricardo Flores MoyanoFuentes:scopusText-based CAPTCHA Vulnerability Assessment using a Deep Learning-based Solver
Conference ObjectAbstract: The focus of this work is to test the security offered by Text-based CAPTCHAs. We present differentPalabras claves:Computer Vision, convolutional neural networks, Deep learning, LeNet, Text-Based CAPTCHAsAutores:Daniel Aguilar, Daniel Riofrio, Diego S. Benitez, Noel Perez, Ricardo Flores MoyanoFuentes:scopusDeepSIT: Deeply Supervised Framework for Image Translation on Breast Cancer Analysis
Abstract: Image translation networks are deep learning models that can convert an image from one domain to anoPalabras claves:Breast Cancer Analysis, Conditional Generative Adversarial Networks, Deeply Supervised Networks, Image to image translation, Modality ConversionAutores:Daniel Riofrio, Diego S. Benitez, Francisco Rivera-Velastegui, Maria G. Baldeon Calisto, Noel Perez, Ricardo Flores MoyanoFuentes:scopusMelanoma Cancer Classification using Deep Convolutional Neural Networks
Abstract: Cancerous melanoma is a relatively rare skin lesion that, if detected, can cause death due to its hiPalabras claves:Classification, CNN, Deep learning, melanoma, Skin lesion, stratified k-fold cross-validationAutores:Cadena J.M., Diego S. Benitez, Felipe Grijalva, Noel Perez, Oscar E. Camacho, Ricardo Flores Moyano, Yovani Marrero-PonceFuentes:scopus