Moving Object Detection for Real-Time High-Quality Lightweight Applications on Smart Cameras

Cuevas Rodríguez, Carlos and García Santos, Narciso (2011). Moving Object Detection for Real-Time High-Quality Lightweight Applications on Smart Cameras. In: "International Conference on Consumer Electronics, ICCE 2011", 09/01/2011 - 12/01/2011, Las Vegas, NV, EEUU. ISBN 978-1-4244-8711-0. pp. 479-480. https://doi.org/10.1109/ICCE.2011.5722693.

Description

Title: Moving Object Detection for Real-Time High-Quality Lightweight Applications on Smart Cameras
Author/s:
  • Cuevas Rodríguez, Carlos
  • García Santos, Narciso
Item Type: Presentation at Congress or Conference (Article)
Event Title: International Conference on Consumer Electronics, ICCE 2011
Event Dates: 09/01/2011 - 12/01/2011
Event Location: Las Vegas, NV, EEUU
Title of Book: Proceedings of the International Conference on Consumer Electronics, ICCE 2011
Date: 2011
ISBN: 978-1-4244-8711-0
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

Here, a novel and efficient strategy for moving object detection by non-parametric modeling on smart cameras is presented. Whereas the background is modeled using only color information, the foreground model combines color and spatial information. The application of a particle filter allows the update of the spatial information and provides a priori information about the areas to analyze in the following images, enabling an important reduction in the computational requirements and improving the segmentation results

More information

Item ID: 12175
DC Identifier: http://oa.upm.es/12175/
OAI Identifier: oai:oa.upm.es:12175
DOI: 10.1109/ICCE.2011.5722693
Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5722693&tag=1
Deposited by: Memoria Investigacion
Deposited on: 04 Sep 2012 11:54
Last Modified: 21 Apr 2016 11:22
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