Sistema para a identificação de aglomerações operando em Redes IoT e Fog Computing

This paper presents an IoT network system, using fog computing to identify agglomerations from IP camera images, processing for pattern recognition and distance calculations. [...]monitoring is done efficiently, as there is no need to send the images to be processed by a centralized system (data cen...

Full description

Saved in:
Bibliographic Details
Published in:RISTI : Revista Ibérica de Sistemas e Tecnologias de Informação 2022-01 (E47), p.300-311
Main Authors: Dias, Bruno Scholles Soares, e Mello, Ian Porto, de Caldas Filho, Francisco L, da Mata, Rafael Z A, Almeida, Leonardo de Oliveira, Mendonça, Fabio L L, de Sousa, Rafael T
Format: Article
Language:Portuguese
Subjects:
Cloud computing
Computer centers
Coronaviruses
COVID-19
Data centers
Internet of Things
Monitoring
Object recognition
Pattern recognition
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:This paper presents an IoT network system, using fog computing to identify agglomerations from IP camera images, processing for pattern recognition and distance calculations. [...]monitoring is done efficiently, as there is no need to send the images to be processed by a centralized system (data center or cloud), bringing savings in terms of sending and storing data. Having said that, situations that need attitude from a monitoring manager to avoid breaks in social distance can easily be managed. O sistema é composto por por dispositivos inteligentes, ou SBC (Single Board Computers), que sao responsáveis por processar e identificar as aglomeraçoes nas imagens enviadas pelas câmeras IP, assim como também um computador, que é responsável por receber todo o fluxo de imagens das possíveis aglomeraçoes detectadas pelos dispositivos, validar as imagens e notificar as quebras de distanciamento social. 3.1.Arquitetura do Projeto O sistema foi construido em cima de paradigmas IoT, Fog/Cloud Computing e Vis o Computacional.
ISSN:1646-9895