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Communications in Computer and Information Science(2)
Proceedings - 3rd International Conference on Information Systems and Software Technologies, ICI2ST 2022(2)
BioSystems(1)
Expert Systems with Applications(1)
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Métodos informáticos especiales(5)
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:scopusAnalysis of factors that influence the performance of biometric systems based on EEG signals
ArticleAbstract: Searching for new biometric traits is currently a necessity because traditional ones such as fingerpPalabras claves:Biometrics, Discrete Wavelet Transform, Electroencephalogram, Performance factorsAutores:Dustin Carrión-Ojeda, Israel Pineda, Rigoberto Fonseca-DelgadoFuentes:googlescopusA protein folding robot driven by a self-taught agent
ArticleAbstract: This paper presents a computer simulation of a virtual robot that behaves as a peptide chain of thePalabras claves:CORONAVIRUS, Protein folding, reinforcement learning, Self-taught agentsAutores:Antonio Díaz-Barrios, Fernando A. Gonzales-Zubiate, Israel Pineda, Luis Zhinin-Vera, Oscar Chang, Rafael Valencia-RamosFuentes:googlescopusDeep 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:googlescopusAn 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, Morocho-Cayamcela M.E., Oscar ChangFuentes:googlescopusEBAPy: A Python framework for analyzing the factors that have an influence in the performance of EEG-based applications[Formula presented]
ArticleAbstract: EBAPy is an easy-to-use Python framework intended to help in the development of EEG-based applicatioPalabras claves:Discrete Wavelet Transform, EEG-based applications, Recording timeAutores:Dustin Carrión-Ojeda, Israel Pineda, Paola Martínez-Arias, Rigoberto Fonseca-DelgadoFuentes:googlescopusHyperparameter 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:googlescopusIdentifying Defective Fruits and Vegetables with Hyper-spectral Images: A Brief Tutorial
Conference ObjectAbstract: Horticulture is the branch of agriculture that addresses the crop of fruits and vegetables. This artPalabras claves:Computational agriculture, hyper-spectral imaging, image binarization, Image enhancement, image filteringAutores:Israel Pineda, Morocho-Cayamcela M.E., Saul FigueroaFuentes:googlescopus