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Multi-resolution illumination compensation for foreground extraction
Suau Cuadros, Xavier; Casas Pla, Josep Ramon; Ruiz Hidalgo, Javier
Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; Universitat Politècnica de Catalunya. GPI - Grup de Processament d'Imatge i Vídeo
Best Student Paper Award
Illumination changes may lead to false foreground (FG) segmentation and tracking results. Most of the existing FG extraction algorithms obtain a background (BG) estimation from temporal statistical parameters. Such algorithms consider a quasi-static BG which does not change but slowly. Therefore, fast illumination changes are not taken into account by the BG estimator and they are considered as FG. The aim of the proposed algorithm is to reduce illumination effects in video sequences in order to improve foreground segmentation performances.
Award-winning
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal
Signal theory (Telecommunication)
Video surveillance
Senyal, Teoria del (Telecomunicació)
Llum
Attribution-NonCommercial-NoDerivs 3.0 Spain
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/conferenceObject
         

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