Detection of static moving objects using multiple nonparametric background models

Martínez Sanz, Raquel and Cuevas Rodríguez, Carlos and Berjón Díez, Daniel and García Santos, Narciso (2015). Detection of static moving objects using multiple nonparametric background models. In: "International Symposium on Consumer Electronics (ISCE 2015)", 24/06/2015 - 26/06/2015, Madrid, Spain. pp. 1-2. https://doi.org/10.1109/ISCE.2015.7177804.

Description

Title: Detection of static moving objects using multiple nonparametric background models
Author/s:
  • Martínez Sanz, Raquel
  • Cuevas Rodríguez, Carlos
  • Berjón Díez, Daniel
  • García Santos, Narciso
Item Type: Presentation at Congress or Conference (Article)
Event Title: International Symposium on Consumer Electronics (ISCE 2015)
Event Dates: 24/06/2015 - 26/06/2015
Event Location: Madrid, Spain
Title of Book: International Symposium on Consumer Electronics (ISCE 2015)
Date: 2015
Subjects:
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Señales, Sistemas y Radiocomunicaciones
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

Detection of moving objects remaining static is a fundamental step in many computer vision applications, since it allows to identify potentially dangerous situations (abandoned objects) and people temporally static. Here, we propose a strategy to efficiently detect such static moving objects, which is based on three nonparametric background models (long term, medium term and short term) to detect moving objects and a novel Finite State Machine to identify when a moving object becomes static.

Funding Projects

TypeCodeAcronymLeaderTitle
Government of SpainTEC2010-20412Enhanced 3DTVMinisterio de Economía y CompetitividadUnspecified
Government of SpainTEC2013-48453MR-UHDTVMinisterio de Economía y CompetitividadUnspecified

More information

Item ID: 42771
DC Identifier: http://oa.upm.es/42771/
OAI Identifier: oai:oa.upm.es:42771
DOI: 10.1109/ISCE.2015.7177804
Deposited by: Memoria Investigacion
Deposited on: 17 Jul 2016 07:52
Last Modified: 17 Jul 2016 07:52
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