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Communications in Computer and Information Science(1)
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Sensors (Switzerland)(1)
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Robust detection of outdoor urban advertising panels in static images
Conference ObjectAbstract: One interesting publicity application for Smart City environments is recognizing brand information cPalabras claves:Augmented reality, deep learning, Intersection over Union (IoU) metric, object detection, Single Shot Detector (SSD) architecture, Urban ads panelsAutores:A. D. Sappa, Angel D. Sappa, Morera Á., Sanchez A., Vélez J.F.Fuentes:googlescopusOff-The-Shelf Based System for Urban Environment Video Analytics
Conference ObjectAbstract: This paper presents the design and implementation details of a system build-up by using off-the-shelPalabras claves:carbon footprint, greenhouse gases, object detection, object tracking, off-the-shelf video analytics, website frameworkAutores:A. D. Sappa, Henry Oswaldo Velesaca Lara, Patricia L. Suarez Riofrio, Sanchez A., Steven AraujoFuentes:googlescopusSsd vs. Yolo for detection of outdoor urban advertising panels under multiple variabilities
ArticleAbstract: This work compares Single Shot MultiBox Detector (SSD) and You Only Look Once (YOLO) deep neural netPalabras claves:Detection metrics, Object and scene imaging variabilities, object detection, One-stage detectors, Single Shot MultiBox Detector (SSD), Urban outdoor panels, You Only Look Once (YOLO)Autores:A. D. Sappa, Moreno A.B., Morera Á., Sanchez A., Vélez J.F.Fuentes:scopusVideo Analytics in Urban Environments: Challenges and Approaches
Book PartAbstract: This chapter reviews state-of-the-art approaches generally present in the pipeline of video analyticPalabras claves:Autores:A. D. Sappa, Dario Carpio, Henry Oswaldo Velesaca Lara, Patricia L. Suarez Riofrio, Rafael Rivadeneira C., Sanchez A.Fuentes:scopus