Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
Segmentation-Tracking Feedback Approach for High-Performance Video Surveillance Applications
Year:2010
Research Areas
  • Processing and signal analysis
Information
Abstract
Here, a novel and efficient feedback system for moving object segmentation and tracking is proposed. Through the use of non-parametric background-foreground modeling, moving objects are correctly detected in unfavorable situations such as dynamic backgrounds or illumination changes. After detection, objects are tracked by an original multiobject Bayesian tracking algorithm, which achieves satisfactory results under partial and total occlusions. Updating the previously detected foreground data from the information provided by the tracker, the foreground modeling is improved, reducing the color similarity problem.
International
Si
Congress
IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2010
960
Place
Austin (TX), USA
Reviewers
Si
ISBN/ISSN
978-1-4244-7801-9
10.1109/SSIAI.2010.5483922
Start Date
23/05/2010
End Date
25/05/2010
From page
41
To page
44
Proc. 2010 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2010
Participants
  • Autor: Carlos Cuevas Rodriguez (UPM)
  • Autor: Carlos Roberto del Blanco Adan (UPM)
  • Autor: Narciso Garcia Santos (UPM)
  • Autor: Fernando Jaureguizar Nuñez (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Tratamiento de Imágenes (GTI)
  • Departamento: Señales, Sistemas y Radiocomunicaciones
S2i 2019 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)