Adaptive Multi-Camera System for Real Time Object Detection

Camplani, Massimo and Salgado Álvarez de Sotomayor, Luis (2011). Adaptive Multi-Camera System for Real Time Object Detection. In: "2011 IEEE International Conference on Consumer Electronics (ICCE)", 09/01/2011 - 12/01/2011, Las Vegas, NV, EEUU. ISBN 978-1-4244-8711-0. pp. 797-798. https://doi.org/10.1109/ICCE.2011.5722869.

Description

Title: Adaptive Multi-Camera System for Real Time Object Detection
Author/s:
  • Camplani, Massimo
  • Salgado Álvarez de Sotomayor, Luis
Item Type: Presentation at Congress or Conference (Article)
Event Title: 2011 IEEE International Conference on Consumer Electronics (ICCE)
Event Dates: 09/01/2011 - 12/01/2011
Event Location: Las Vegas, NV, EEUU
Title of Book: Proceedings of 2011 IEEE International Conference on Consumer Electronics (ICCE)
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

In this paper we present an adaptive multi-camera system for real time object detection able to efficiently adjust the computational requirements of video processing blocks to the available processing power and the activity of the scene. The system is based on a two level adaptation strategy that works at local and at global level. Object detection is based on a Gaussian mixtures model background subtraction algorithm. Results show that the system can efficiently adapt the algorithm parameters without a significant loss in the detection accuracy.

More information

Item ID: 13460
DC Identifier: http://oa.upm.es/13460/
OAI Identifier: oai:oa.upm.es:13460
DOI: 10.1109/ICCE.2011.5722869
Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5722869
Deposited by: Memoria Investigacion
Deposited on: 27 Nov 2012 08:45
Last Modified: 21 Apr 2016 12:46
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