Background Subtraction for Time of Flight Imaging

A time of flight camera provides two types of images simultaneously, depth and intensity. In this paper a computational method for background subtraction, combining both images or fast sequences of images, is proposed. The background model is based on unbalanced or semi-supervised classifiers, in pa...

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Detalles Bibliográficos
Autores principales:	Giacomantone, Javier, Violini, María Lucía, Lorenti, Luciano
Formato:	Articulo
Lenguaje:	Inglés
Publicado:	2017
Materias:	Ciencias Informáticas industrial TOF cameras machine vision pattern recognition support vector machines
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/62941 http://journal.info.unlp.edu.ar/wp-content/uploads/2017/10/JCST-45-Paper-6.pdf
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-62941
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 industrial TOF cameras machine vision pattern recognition support vector machines
spellingShingle	Ciencias Informáticas industrial TOF cameras machine vision pattern recognition support vector machines Giacomantone, Javier Violini, María Lucía Lorenti, Luciano Background Subtraction for Time of Flight Imaging
topic_facet	Ciencias Informáticas industrial TOF cameras machine vision pattern recognition support vector machines
description	A time of flight camera provides two types of images simultaneously, depth and intensity. In this paper a computational method for background subtraction, combining both images or fast sequences of images, is proposed. The background model is based on unbalanced or semi-supervised classifiers, in particular support vector machines. A brief review of one class support vector machines is first given. A method that combines the range and intensity data in two operational modes is then provided. Finally, experimental results are presented and discussed.
format	Articulo Articulo
author	Giacomantone, Javier Violini, María Lucía Lorenti, Luciano
author_facet	Giacomantone, Javier Violini, María Lucía Lorenti, Luciano
author_sort	Giacomantone, Javier
title	Background Subtraction for Time of Flight Imaging
title_short	Background Subtraction for Time of Flight Imaging
title_full	Background Subtraction for Time of Flight Imaging
title_fullStr	Background Subtraction for Time of Flight Imaging
title_full_unstemmed	Background Subtraction for Time of Flight Imaging
title_sort	background subtraction for time of flight imaging
publishDate	2017
url	http://sedici.unlp.edu.ar/handle/10915/62941 http://journal.info.unlp.edu.ar/wp-content/uploads/2017/10/JCST-45-Paper-6.pdf
work_keys_str_mv	AT giacomantonejavier backgroundsubtractionfortimeofflightimaging AT violinimarialucia backgroundsubtractionfortimeofflightimaging AT lorentiluciano backgroundsubtractionfortimeofflightimaging
bdutipo_str	Repositorios
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Background Subtraction for Time of Flight Imaging

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