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2021 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2021 - Proceedings(3)
Communications in Computer and Information Science(3)
2020 IEEE ANDESCON, ANDESCON 2020(2)
2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings(2)
2022 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2022 - Proceedings(2)
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Ciencias de la computación(13)
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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 low-cost embedded facial recognition system for door access control using deep learning
Conference ObjectAbstract: This paper presents how the Neural Compute Stick 2 processor is used in conjunction with a RaspberryPalabras claves:Embedded, face detection, Neural networks, Smart lockAutores:Diego S. Benitez, Gustavo Orna, Noel PerezFuentes:scopusCoccinellidae Beetle Specimen Detection Using Convolutional Neural Networks
Conference ObjectAbstract: In this work, we propose a ladybird beetle detector based on a deep learning classifier and the weigPalabras claves:deep learning, fully convolutional neural network, heat map, Ladybird beetle detection, weighted Hausdorff distanceAutores:Daniel Riofrio, Diego F. Cisneros-Hebkp_redia, Diego S. Benitez, Giovanni M. Ramón-Cabrera, Mateo Vega, Noel PerezFuentes:scopusAutomatic identification of intestinal parasites in reptiles using microscopic stool images and convolutional neural networks
ArticleAbstract: Captive environments trigger the propagation and multiplication of parasites among different reptilePalabras claves:Autores:Alejandra Núñez, Bryan Núñez, Diego S. Benitez, Felipe Grijalva, Noel Perez, Parra C.Fuentes:scopusAutomatic ladybird beetle detection using deep-learning models
ArticleAbstract: Fast and accurate taxonomic identification of invasive trans-located ladybird beetle species is essePalabras claves:Autores:Coimbra M., Daniel Riofrio, Diego F. Cisneros-Hebkp_redia, Diego S. Benitez, Francisco Calderon, Giovanni M. Ramón-Cabrera, Jose Luis Rojo-Álvarez, Noel Perez, Pablo VenegasFuentes:scopusBeetleID: An Android Solution to Detect Ladybird Beetles
Conference ObjectAbstract: In this work, an Android mobile application named BeetleID was developed to detect ladybird beetlesPalabras claves:Android Application, Coccinelidae species detection, Deep learning models, image pre-processingAutores:Daniel Riofrio, Diego F. Cisneros-Hebkp_redia, Diego S. Benitez, Emilia Peñaherrera-Romero, Giovanni M. Ramón-Cabrera, Noel Perez, Ricardo MurielFuentes:scopusBuilding Machine Learning Models for Long-Period and Volcano-Tectonic Event Classification
Conference ObjectAbstract: The proper identification of several types of volcanic seismic events can be related to the intrinsiPalabras claves:Ensemble Classification Model, Machine learning classifiers, Seismic Events ClassificationAutores:Diego S. Benitez, Mario C. Ruiz, Noel Perez, Pablo Venegas, Roman Lara-CuevaFuentes:scopusAn Android App to Classify Culicoides Pusillus and Obsoletus Species
Conference ObjectAbstract: Culicoides biting midges are transmission vectors of various diseases affecting humans and animals aPalabras claves:Android Application, Culicoides species classification, digital image processing, feature selection, Machine learning classifiersAutores:Augot D., Diego S. Benitez, Noel Perez, Sebastián Gutiérrez, SONIA ZAPATA MENAFuentes:googlescopusHammerhead shark detection using regions with convolutional neural networks
Conference ObjectAbstract: Over the years, the illegal catch of sharks in the Pacific Ocean for Asians fin markets has drasticaPalabras claves:deep learning, Faster R-CNN, hammerhead shark detection and tracking, object detection, object tracking, Real-time detector, ResNet50Autores:Alex R. Hearn, Diego S. Benitez, Gabriela Ulloa, Noel Perez, Vicente A. VasconezFuentes:googlescopusFace Gesture Recognition Using Deep-Learning Models
Conference ObjectAbstract: This work compares face gesture recognition methods based on deep learning convolutional neural netwPalabras claves:Artificial Intelligence, deep-learning models, face emotion recognition, Face gesture classification, Face imagesAutores:Andrés Espinel, Daniel Riofrio, Diego S. Benitez, Noel Perez, Ricardo Flores MoyanoFuentes:scopus