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Deep 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:googlescopusA 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:scopusHyperparameter 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, Diego Suntaxi-Dominguez, Manuel Eugenio Morocho-Cayamcela, Samantha Carolina Quintanchala SandovalFuentes:scopusIncreasing the Segmentation Accuracy of Aerial Images with Dilated Spatial Pyramid Pooling
ArticleAbstract: This thesis addresses the environmental uncertainty in satellite images as a computer vision task usPalabras claves:Computer Vision, image analysis, Pattern Recognition Image Segmentation, Supervised learning, Wireless communicationsAutores:Manuel Eugenio Morocho-CayamcelaFuentes:scopusPlant Disease Classification and Severity Estimation: A Comparative Study of Multitask Convolutional Neural Networks and First Order Optimizers
Conference ObjectAbstract: The detection of plant diseases has been a hot research topic lately, specially since deep learningPalabras claves:Agriculture technology, Artificial intelligence, Computer Vision, Disease classification, Neural network, Optimizers, Severity estimationAutores:Manuel Eugenio Morocho-Cayamcela, Sherald Noboa, Valeria Jade L. LuceroFuentes:scopusAn efficient strawberry segmentation model based on Mask R-CNN and TensorRT
ArticleAbstract: Currently, artificial intelligence (AI), particularly computer vision (CV), has numerous applicationPalabras claves:Computer Vision, Deep learning, image segmentation, Mask R-CNN, Strawberry segmentationAutores:Anthony Crespo, Claudia Moncada, Fabricio Crespo, Manuel Eugenio Morocho-CayamcelaFuentes:scopusA Study of ConvNeXt Architectures for Enhanced Image Captioning
ArticleAbstract: This study explores the effectiveness of the ConvNeXt model, an advanced computer vision architecturPalabras claves:Artificial intelligence, Computer Vision, ConvNeXt, Deep learning, image analysis, Image captioning, image description generation, Image understanding, Natural Language processingAutores:Cristian Romero, Echeverria F.R., Edmundo Casas, Leo Ramos, Manuel Eugenio Morocho-CayamcelaFuentes:scopusImage Classification of Peach Leaves Using a Siamese Neural Network
OtherAbstract: The growing global population and the increasing demand for food have made food production a criticaPalabras claves:Computer Vision, image classification, Peach Leaves Classification, Siamese Convolutional Neural NetworksAutores:Iván Reyes, Manuel Eugenio Morocho-Cayamcela, Mateo Fernando Coello Salcedo, Paulina Vizcaíno-ImacañaFuentes:scopus