Multi-resolution illumination compensation for foreground extraction

Suau Cuadros, Xavier; Casas Pla, Josep Ramon; Ruiz Hidalgo, Javier

doi:10.1109/ICIP.2009.5414358

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Suau Cuadros, Xavier

Casas Pla, Josep Ramon

Ruiz Hidalgo, Javier

Document typeConference lecture

Defense date2009-11

Rights accessOpen Access

Abstract

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.

Description

Best Student Paper Award

CitationSuau, X.; Casas, J.; Ruiz, J. Multi-resolution illumination compensation for foreground extraction. A: International Conference on Image Processing. "16th International Conference on Image Processing". 2009, p. 3225-3228.

Award-winningAward-winning

URIhttp://hdl.handle.net/2117/7774

DOI10.1109/ICIP.2009.5414358

ISBN978-1-4244-5655-6

Publisher versionhttp://www.icip2009.org