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2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings(3)
2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019(1)
ACM International Conference Proceeding Series(1)
Advances in Intelligent Systems and Computing(1)
Communications in Computer and Information Science(1)
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Métodos informáticos especiales(6)
Ciencias de la computación(4)
Programación informática, programas, datos, seguridad(4)
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Comparing SVM and SSD for classification of vehicles and pedestrians for edge computing
Conference ObjectAbstract: In the context of video processing, transmission to a remote server is not always possible nor suitaPalabras claves:Computer Vision, Convolutional neural network, Performance evaluation, Raspberry PI, Single Shot Detection, Support Vector MachineAutores:Andrés Hebkp_redia, Juan Gabriel Barros G.Fuentes:scopusData extraction system for hot bike-sharing spots in an intermediate city
Conference ObjectAbstract: The amount of available data from different sensors, things, and systems increases every day, and biPalabras claves:Bike-sharing systems, Heat map generation, Intermediate city, Inverse Weighted Distance, TIME SERIES, WEB SCRAPINGAutores:Andrés Hebkp_redia, Juan Gabriel Barros G., Walter RemacheFuentes:scopusDealing with multi-step verification processes for certification issuance in universities
Conference ObjectAbstract: As in any institution, universities have processes defined in an unique way, involving many verificaPalabras claves:BLOCKCHAIN, Education, multi-signature, Open Source, SMART CONTRACTAutores:Andrés Hebkp_redia, Juan Gabriel Barros G.Fuentes:scopusDecentralizing Certificates Issuance Through Blockchain
Conference ObjectAbstract: When the monetary or financial value is not take into account in blockchain, there is still room forPalabras claves:BLOCKCHAIN, Certificates, Education, Open Source, SMART CONTRACTAutores:Andrés Hebkp_redia, Barros M.J., Juan Gabriel Barros G.Fuentes:scopusFramework comparison of neural networks for automated counting of vehicles and pedestrians
Conference ObjectAbstract: This paper presents a comparison of three neural network frameworks used to make volumetric counts iPalabras claves:automatic counter, classification, convolutional neural networks, learning transfer, MOBILENET, Single Shot Detector, trackingAutores:Andrés Hebkp_redia, Fátima Farías, Galo Lalangui, Jessica Guerrero, Jorge Cordero, Juan Gabriel Barros G., Luis Barba-Guaman, Nancy Loja, Omar Ruiz-Vivanco, Wilmer Rivas AsanzaFuentes:scopusEdge vs. cloud computing: Where to do image processing for surveillance?
Conference ObjectAbstract: Surveillance applications require transmission of video flows to a high performance remote server orPalabras claves:automatic counter, Camera matrix, convolutional neural networks, Homography, image classification, Performance Analysis, SSD-MobileNetAutores:Andrés Hebkp_redia, Juan Gabriel Barros G.Fuentes:scopusImplementing an Embedded MAC address counter for IoT
Conference ObjectAbstract: Radio signals or packets transmitted through the Industry, Scientific, Medical (ISM) band are more sPalabras claves:Dynamic Time Wrapping, Embedded device, list comparison, Probe Request sniffing, Raspberry PI, sensors development and evaluationAutores:Andrés Hebkp_redia, Juan Gabriel Barros G.Fuentes:scopusPerformance analysis of a CNN counting application for fog and cloud computing
Conference ObjectAbstract: Data extraction from surveillance videos is an important subject, not only because of the amount ofPalabras claves:automatic counter, classification, CLOUD COMPUTING, convolutional neural networks, Performance AnalysisAutores:Andrés Hebkp_redia, Juan Gabriel Barros G., Nancy Loja, Wilmer Rivas AsanzaFuentes:scopusVideo processing inside embedded devices using SSD-Mobilenet to count mobility actors
Conference ObjectAbstract: The actual number of surveillance cameras and the different methods for counting vehicles originatePalabras claves:Computer Vision, MOBILENET, Raspberry PI, Single Shot Detection, Vision Processing UnitAutores:Andrés Hebkp_redia, Juan Gabriel Barros G.Fuentes:scopusSVM and SSD for Classification of Mobility Actors on the Edge
Conference ObjectAbstract: In the context of video processing, transmission to a remote server is not always possible nor suitaPalabras claves:Computer Vision, Convolutional neural network, Performance evaluation, Raspberry PI, Single Shot Detection, Support Vector MachineAutores:Andrés Hebkp_redia, Juan Gabriel Barros G.Fuentes:scopus