Moving object detection for real-time augmented reality applications in a GPGPU

Cuevas Rodríguez, Carlos and Berjón Díez, Daniel and Morán Burgos, Francisco and García Santos, Narciso (2012). Moving object detection for real-time augmented reality applications in a GPGPU. "IEEE Transactions on Consumer Electronics", v. 58 (n. 1); pp. 117-125. ISSN 0098-3063. https://doi.org/10.1109/TCE.2012.6170063.

Description

Title: Moving object detection for real-time augmented reality applications in a GPGPU
Author/s:
  • Cuevas Rodríguez, Carlos
  • Berjón Díez, Daniel
  • Morán Burgos, Francisco
  • García Santos, Narciso
Item Type: Article
Título de Revista/Publicación: IEEE Transactions on Consumer Electronics
Date: February 2012
ISSN: 0098-3063
Volume: 58
Subjects:
Freetext Keywords: Moving object detection, real-time, augmented reality, spatio-temporal non-parametric modeling, GPGPU
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

The last generation of consumer electronic devices is endowed with Augmented Reality (AR) tools. These tools require moving object detection strategies, which should be fast and efficient, to carry out higher level object analysis tasks. We propose a lightweight spatio-temporal-based non-parametric background-foreground modeling strategy in a General Purpose Graphics Processing Unit (GPGPU), which provides real-time high-quality results in a great variety of scenarios and is suitable for AR applications.

More information

Item ID: 30538
DC Identifier: http://oa.upm.es/30538/
OAI Identifier: oai:oa.upm.es:30538
DOI: 10.1109/TCE.2012.6170063
Official URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6170063
Deposited by: Memoria Investigacion
Deposited on: 17 Sep 2014 18:00
Last Modified: 22 Apr 2016 00:48
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