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My researches concern the use of fuzzy concepts for Background Subtraction Methods:
Chapter
T. Bouwmans, F. El Baf, B. Vachon, “Statistical Background Modeling for Foreground Detection: A Survey”, Handbook of Pattern Recognition and Computer Vision, World Scientific Publishing, Volume 4, Part 2, Chapter 3, pages 181-199, January 2010. Journal T. Bouwmans, F. El Baf, “Modeling of Dynamic Backgrounds by Type-2 Fuzzy Gaussians Mixture Models”, MASAUM Journal of Basic and Applied Sciences, Volume 1, Issue 2, 2009.
T. Bouwmans, F. El Baf, B. Vachon, “Background Modeling using Mixture of Gaussians for Foreground Detection - A Survey”, Recent Patents on Computer Science, Volume 1, No 3, pages 219-237, November 2008. Conférences Internationales F. El Baf, T. Bouwmans, B. Vachon, “Fuzzy Statistical Modeling of Dynamic Backgrounds for Moving Object Detection in Infrared Videos”, OTCBVS 2009, pages 60-65, Miami, Florida, June 2009. F. El Baf, T. Bouwmans, B. Vachon, “Type-2 Fuzzy Mixture of Gaussians Model: Application to Background Modeling”, 4th International Symposium on Visual Computing, ISVC 2008, pages 772-781, Las Vegas, USA, December 2008. F. El Baf, T. Bouwmans, B. Vachon, “A Fuzzy Approach for Background Subtraction”, IEEE International Conference on Image Processing, ICIP 2008, San Diego, California, U.S.A, October 2008. F. El Baf, T. Bouwmans, B. Vachon, “Fuzzy Foreground Detection for Infrared Videos”, 5th Joint IEEE International Workshop on Object Tracking and Classification in and Beyond the Visible Spectrum, OTCBVS 2008, pages 1-6, Anchorage, Alaska, USA, 27 June 2008. F. El Baf, T. Bouwmans, B. Vachon, “Fuzzy Integral for Moving Object Detection”, IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2008, pages 1729-1736, Hong-Kong, China, 1-6 June 2008. F. El Baf, T. Bouwmans, B. Vachon, “Foreground Detection using the Choquet Integral”, 9th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2008, pages 187-190, Klagenfurt, Austria, May 2008. F. El Baf, T. Bouwmans, B. Vachon, “Comparison of Background Subtraction Methods for a Multimedia Learning Space”, International Conference on Signal Processing and Multimedia, SIGMAP 2007, Barcelona, Spain, July 2007. F. El Baf, T. Bouwmans, B. Vachon ,”Comparison of Background Subtraction Methods for a Multimedia Application”, 14th International Conference on systems, Signals and Image Processing, IWSSIP 2007, pages 385-388, Maribor, Slovenia, June 2007. D. Penciuc, F. El Baf, T. Bouwmans, “Comparison of Background Subtraction Methods for an Interactive Learning Space”, NETTIES 2006, Timisoara, Roumania, September 2006. |