Multi-resolution illumination compensation for foreground extraction
Document typeConference lecture
Rights accessOpen Access
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.
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.