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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)
Communications in Computer and Information Science(1)
Proceedings - 2019 45th Latin American Computing Conference, CLEI 2019(1)
Proceedings of SPIE - The International Society for Optical Engineering(1)
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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: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: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: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: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: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:scopusPlataforma de evaluación de algoritmos de detección de complejos QRS fetales
ArticleAbstract: Este trabajo presenta el desarrollo de una plataforma de evaluación de desempeño de algoritmos de dePalabras claves:Autores:Andrés Hebkp_redia, Andres Rojas, Jorge Merchán, Sara Wong De BalzanFuentes:rraaeVideo 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:scopus