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Communications in Computer and Information Science(3)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
2015 AEIT International Annual Conference, AEIT 2015(1)
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Advances in Intelligent Systems and Computing(1)
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scopus(15)
Comparative study of distance measures for the fuzzy C-means and K-means non-supervised methods applied to image segmentation
Conference ObjectAbstract: Recent studies have revealed that the performance of the FCM and K-means is completely related to thPalabras claves:Clustering, image segmentation, Non-supervised algorithmsAutores:Josué Marín, Lorena Guachi-Guachi, Martín Vélez-Falconí, Selena JiménezFuentes:scopusComparison of Current Deep Convolutional Neural Networks for the Segmentation of Breast Masses in Mammograms
ArticleAbstract: Breast cancer causes approximately 684,996 deaths worldwide, making it the leading cause of female cPalabras claves:Artificial Intelligence, biomedical imaging, Cáncer, image segmentation, Machine learning, Mammography, Medical diagnostic imagingAutores:Anaya-Isaza A.J., Cabrera-Chavarro J.M., Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi, Mera-Jimenez L., Rios-Patino J.I.Fuentes:scopusAutomatic Microstructural Classification with Convolutional Neural Network
Conference ObjectAbstract: Microstructural characterization allows knowing the components of a microstructure in order to deterPalabras claves:cnn, IMAGE PROCESSING, Microstructure characterizationAutores:Bini F., Franco M., Guachi Robinson, Lorena Guachi-Guachi, Pasquale C., Stefania P.Fuentes:scopusAutomatic colorectal segmentation with convolutional neural network
ArticleAbstract: This paper presents a new method for colon tissues segmentation on Computed Tomography images whichPalabras claves:Colon Segmentation, Convolutional neural network, Tissues segmentationAutores:Bini F., Guachi Robinson, Lorena Guachi-Guachi, Marinozzi F.Fuentes:scopusBrain Tumor Classification Using Principal Component Analysis and Kernel Support Vector Machine
Conference ObjectAbstract: Early diagnosis improves cancer outcomes by giving care at the most initial possible stage and is, tPalabras claves:Brain tumor classification, IMAGE PROCESSING, KSVMAutores:Andrés Riofrío-Valdivieso, Carlos Bustamante-Orellana, Francisco Quinga-Socasi, Guachi Robinson, Lorena Guachi-Guachi, Richard Torres-MolinaFuentes:scopusA Chatterbot Based on Genetic Algorithm: Preliminary Results
Conference ObjectAbstract: Chatterbots are programs that simulate an intelligent conversation with people. They are commonly usPalabras claves:ChatBot, Evolutionary programming, Natural Language processingAutores:Cristian Orellana, Diego Hernán Peluffo-Ordóñez, Jeremy Yazán, Lorena Guachi-Guachi, Martín TobarFuentes:scopusConvolutional Neural Network for Background Removal in Close Range Photogrammetry: Application on Cultural Heritage Artefacts
Conference ObjectAbstract: Post-processing pipeline for image analysis in reverse engineering modelling, such as photogrammetryPalabras claves:Close range photogrammetry, cnn, Cultural heritage preservation, MobileNetV2, Reverse Engineering, U-netAutores:Bici M., Campana F., Gherardini F., Guachi Robinson, Lorena Guachi-GuachiFuentes:scopusConvolutional Neural Networks for Automatic Classification of Diseased Leaves: The Impact of Dataset Size and Fine-Tuning
Conference ObjectAbstract: For agricultural productivity, one of the major concerns is the early detection of diseases for theiPalabras claves:Convolutional Neural Networks (CNNs), image classification, Leaf diseases classificationAutores:Giovanny Eduardo Caluña Chicaiza, Lorena Guachi-Guachi, Ramiro BritoFuentes:scopusCrop Classification Using Deep Learning: A Quick Comparative Study of Modern Approaches
Conference ObjectAbstract: Automatic crop classification using new technologies is recognized as one of the most important assePalabras claves:convolutional neural networks, deep learning, smart farmingAutores:Aalaila Y., Bamansour S., Diego Hernán Peluffo-Ordóñez, Elhamdi M., Juan González-Vergara, Lorena Guachi-Guachi, Raki H.Fuentes:scopusEmbedded surveillance system using background subtraction and Raspberry Pi
Conference ObjectAbstract: One of the most challenging problems in computer vision is the ability of understanding video sequenPalabras claves:Background subtraction, Electronics, Embedded Systems, IMAGE PROCESSING, Raspberry PIAutores:Cocorullo G., Corsonello P., Frustaci F., Lorena Guachi-Guachi, Perri S.Fuentes:scopus