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6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022(2)
Communications in Computer and Information Science(2)
Proceedings - 3rd International Conference on Information Systems and Software Technologies, ICI2ST 2022(2)
IEEE Access(1)
International Geoscience and Remote Sensing Symposium (IGARSS)(1)
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Ciencias de la computación(3)
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Collision Avoidance Simulation Using Voronoi Diagrams in a Centralized System of Holonomic Multi-agents
Conference ObjectAbstract: This work solves the Collision Avoidance problem in a simulation of a centralized system of holonomiPalabras claves:Collision Avoidance, Convex optimization, PATH PLANNING, Quadratic programming, Simulation, Voronoi diagramsAutores:Israel Pineda, Leduin José Cuenca MacasFuentes:googlescopusComparative 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: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: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:googlescopusEvaluation of Evapotranspiration Classification Using Self Organizing Maps and Weather Research and Forecasting Variables
Conference ObjectAbstract: Remotely sensed data and Artificial Intelligence provide an avenue to Standard Evaporation (ETo) claPalabras claves:ETo classification, Evapotranspiration, neural network, Self-Organizing MapsAutores:E. J. Piispa, Israel Pineda, Maria Solis-Aulestia, Williams S.L.Fuentes:googlescopusDistributed Architecture for Large Scale Simulation to Estimate CO Vehicles Emissions
Conference ObjectAbstract: Quito is a crowded city in Ecuador with several urban mobility issues. These problems are mainly relPalabras claves:-Traffic Flow, GeoSpark-Sim, Microscopic SimulationAutores:Israel Pineda, Julio Ricardo Proaño Orellana PhD, Orellana J.P., Rolando ArmasFuentes:googlescopusLung Segmentation Pipeline for CT Images
Conference ObjectAbstract: Segmentation is one of the fundamental tasks in biomedical image processing. Adequate image segmentaPalabras claves:image pipeline, image segmentation, Medical Imaging, Region growingAutores:Israel Pineda, Leo Ramos, Leo Thomas RamosFuentes: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