Recent Advanced Statistical Background Modeling for Foreground Detection - A Systematic Survey

Thierry Bouwmans
2011 Recent Patents on Computer Science  
modeling is currently used to detect moving objects in video acquired from static cameras. Numerous statistical methods have been developed over the recent years. The aim of this paper is firstly to provide an extended and updated survey of the recent researches and patents which concern statistical background modeling and secondly to achieve a comparative evaluation. For this, we firstly classified the statistical methods in term of category. Then, the original methods are reminded and
more » ... d following the challenges met in video sequences. We classified their respective improvements in term of strategies used. Furthermore, we discussed them in term of the critical situations they claim to handle. Finally, we conclude with several promising directions for future research. The survey also discussed relevant patents.
doi:10.2174/1874479611104030147 fatcat:ogp5olmuy5fgncqineo4slxpau