Image recognition for x-ray luggage scanners using free and open source software

This paper describes the status of a currently ongoing research and development project that proposes the implementation of a system to be connected to x-ray luggage scanning equipment used by the Airport Security Police (Policía de Seguridad Aeroportuaria, PSA), having as main objective to automati...

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Detalles Bibliográficos
Autores principales: Lázaro, Pablo, Maiorano, Ariel
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2017
Materias:
Ciencias Informáticas
luggage control
explosive detection
firearms detection
TensorFlow library.
Computer vision
Rayos X
Seguridad
Aeropuertos
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/63489
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-63489
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
luggage control
explosive detection
firearms detection
TensorFlow library.
Computer vision
Rayos X
Seguridad
Aeropuertos
spellingShingle Ciencias Informáticas
luggage control
explosive detection
firearms detection
TensorFlow library.
Computer vision
Rayos X
Seguridad
Aeropuertos
Lázaro, Pablo
Maiorano, Ariel
Image recognition for x-ray luggage scanners using free and open source software
topic_facet Ciencias Informáticas
luggage control
explosive detection
firearms detection
TensorFlow library.
Computer vision
Rayos X
Seguridad
Aeropuertos
description This paper describes the status of a currently ongoing research and development project that proposes the implementation of a system to be connected to x-ray luggage scanning equipment used by the Airport Security Police (Policía de Seguridad Aeroportuaria, PSA), having as main objective to automatically recognize images obtained in real time from the scanners to alert the x-ray machine operators or screeners about those identified as threats (explosive devices, firearms, etc.) Technical instructions and source code of a web-service and auxiliary scripts developed for the evaluations were published on github in order to enable interested researchers, developers and other potential contributors to repeat or reproduce the training and testing summarized in this paper with freely available image data-sets.
format Objeto de conferencia
Objeto de conferencia
author Lázaro, Pablo
Maiorano, Ariel
author_facet Lázaro, Pablo
Maiorano, Ariel
author_sort Lázaro, Pablo
title Image recognition for x-ray luggage scanners using free and open source software
title_short Image recognition for x-ray luggage scanners using free and open source software
title_full Image recognition for x-ray luggage scanners using free and open source software
title_fullStr Image recognition for x-ray luggage scanners using free and open source software
title_full_unstemmed Image recognition for x-ray luggage scanners using free and open source software
title_sort image recognition for x-ray luggage scanners using free and open source software
publishDate 2017
url http://sedici.unlp.edu.ar/handle/10915/63489
work_keys_str_mv AT lazaropablo imagerecognitionforxrayluggagescannersusingfreeandopensourcesoftware
AT maioranoariel imagerecognitionforxrayluggagescannersusingfreeandopensourcesoftware
bdutipo_str Repositorios
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