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Communications in Computer and Information Science(2)
2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019(1)
BioSystems(1)
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Proceedings - 3rd International Conference on Information Systems and Software Technologies, ICI2ST 2022(1)
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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:scopusA 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: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:googlescopusThree Dimensional Adaptive Path Planning Simulation Based on Ant Colony Optimization Algorithm
Conference ObjectAbstract: Ant Colony Optimization (ACO) is a metaheuristic widely used to solve different problems. This workPalabras claves:Ant colony optimization, Metaheurístic, PATH PLANNING, Shortest Path, Swarm intelligenceAutores:Israel Pineda, Oscar V. GuarnizoFuentes:googlescopus