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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)(2)
2015 AEIT International Annual Conference, AEIT 2015(1)
ACM International Conference Proceeding Series(1)
Advances in Intelligent Systems and Computing(1)
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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:scopusAutomated Identification of Breast Cancer Using Digitized Mammogram Images
Conference ObjectAbstract: In this paper, we present a new algorithm based on Computer-Aided Diagnosis (CAD) to detect breast cPalabras claves:Breast Cancer, IMAGE PROCESSING, k-NNAutores:Bryan Chachalo, Eddy Andrade, Erik Solís, Guachi Robinson, Lorena Guachi-Guachi, Santiago Pozo, Saravana Prakash ThirumuruganandhamFuentes:googlescopusAutomatic 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: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:scopusA Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study
Conference ObjectAbstract: Genetic algorithms (GAs) are a great tool for solving optimization problems. Their characteristics aPalabras claves:Genetic Algorithms, mutation, Scheduling optimizationAutores:Diego Hernán Peluffo-Ordóñez, Esteban Moya, Guachi Robinson, Juan Diego Terneus, Lorena Guachi-Guachi, Mario Moncayo, Martín Larrea, Rafael Fuenmayor, Sebastián TrujilloFuentes:scopusA novel background subtraction method based on color invariants and grayscale levels
Conference ObjectAbstract: This paper presents a new method for background subtraction which takes advantages of using the coloPalabras claves:automatic monitoring, Background subtraction, Video systemsAutores:Cocorullo G., Corsonello P., Frustaci F., Lorena Guachi-Guachi, Perri S.Fuentes: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: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:scopusMultimodal background subtraction for high-performance embedded systems
ArticleAbstract: In many computer vision systems, background subtraction algorithms have a crucial importance to extrPalabras claves:Background subtraction, IMAGE PROCESSING, Video systemsAutores:Cocorullo G., Corsonello P., Frustaci F., Lorena Guachi-Guachi, Perri S.Fuentes:scopus