Multi-resolution illumination compensation for foreground extraction

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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
ISBN978-1-4244-5655-6
Publisher versionhttp://www.icip2009.org
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Multiresolution.pdf | 1,174Mb | View/Open |
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