Support Vector Regression (SVR)

Note: This list of publications comes from my research. Please cite my following paper:

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.

List of Publications on Background Modeling using SVR for Foreground Detection

J. Wang, G. Bebis, and R. Miller, “Robust Video-Based Surveillance by Integrating Target Detection with Tracking”, IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum, pages 137-144, New York, NY, June 2006.

J. Wang, G. Bebis, M. Nicolescu, M. Nicolescu, R. Miller, “Improving target detection by coupling it with tracking”, Machine Vision and Application, pages 1-19, 2008.

C. Hsu, C. Chang, “Video Surveillance Mining on Object Detection and Tracking”, Video Signal Processing Final Project Report, January 2007.