Target Tracking System Using Multiple Cameras and Bayesian Estimation

In recent years, the increase in amount of camera networks available has led to the rise up of new techniques and applications of signal processing. In this work, an implementation of image sensor network, cameras, for mobile target tracking is shown. More specifically, it is performed an applicatio...

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Autores principales: Redolfi, Javier, González Dondo, Diego, Griffa, Martín, Steiner, Guillermo, Canali, Luis
Formato: Artículo draft
Lenguaje:Inglés
Publicado: 2019
Materias:
target tracking
particle filter
camera network
Acceso en línea:http://hdl.handle.net/20.500.12272/3891
Aporte de:
RIA - Repositorio Institucional Abierto (UTN) de Universidad Tecnológica Nacional
id I68-R174-20.500.12272-3891
record_format dspace
institution Universidad Tecnológica Nacional
institution_str I-68
repository_str R-174
collection RIA - Repositorio Institucional Abierto (UTN)
language Inglés
topic target tracking
particle filter
camera network
spellingShingle target tracking
particle filter
camera network
Redolfi, Javier
González Dondo, Diego
Griffa, Martín
Steiner, Guillermo
Canali, Luis
Target Tracking System Using Multiple Cameras and Bayesian Estimation
topic_facet target tracking
particle filter
camera network
description In recent years, the increase in amount of camera networks available has led to the rise up of new techniques and applications of signal processing. In this work, an implementation of image sensor network, cameras, for mobile target tracking is shown. More specifically, it is performed an application of particle filter in a distributed way, based on leader agents for state estimation. Finally, simulations are presented, as well as a real experiment made with a camera network to track a mobile platform.
format Artículo
draft
Artículo
author Redolfi, Javier
González Dondo, Diego
Griffa, Martín
Steiner, Guillermo
Canali, Luis
author_facet Redolfi, Javier
González Dondo, Diego
Griffa, Martín
Steiner, Guillermo
Canali, Luis
author_sort Redolfi, Javier
title Target Tracking System Using Multiple Cameras and Bayesian Estimation
title_short Target Tracking System Using Multiple Cameras and Bayesian Estimation
title_full Target Tracking System Using Multiple Cameras and Bayesian Estimation
title_fullStr Target Tracking System Using Multiple Cameras and Bayesian Estimation
title_full_unstemmed Target Tracking System Using Multiple Cameras and Bayesian Estimation
title_sort target tracking system using multiple cameras and bayesian estimation
publishDate 2019
url http://hdl.handle.net/20.500.12272/3891
work_keys_str_mv AT redolfijavier targettrackingsystemusingmultiplecamerasandbayesianestimation
AT gonzalezdondodiego targettrackingsystemusingmultiplecamerasandbayesianestimation
AT griffamartin targettrackingsystemusingmultiplecamerasandbayesianestimation
AT steinerguillermo targettrackingsystemusingmultiplecamerasandbayesianestimation
AT canaliluis targettrackingsystemusingmultiplecamerasandbayesianestimation
bdutipo_str Repositorios
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