17th International Conference on Pattern Recognition (ICPR'04) - Volume 4
Robust KLT Tracking with Gaussian and Laplacian of Gaussian Weighting Functions
Cambridge UK
August 23-August 26
ISBN: 0-7695-2128-2
Anup Basu, University of Alberta, Edmonton, Canada
Object tracking algorithms extensively found in literature are either constrained with assumptions or are overly sensitive to noise. We propose and successfully test two new weighting functions for a feature-based object tracker to achieve superior tracking performance and noise immunity. Also presented is a mechanism for image based optimal weighting function determination.
Citation:
Meghna Singh, Mrinal Mandal, Anup Basu, "Robust KLT Tracking with Gaussian and Laplacian of Gaussian Weighting Functions," icpr, vol. 4, pp.661-664, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 4, 2004