Issue No. 03 - March (2014 vol. 36)
Ido Leichter , Microsoft R&D Center, Adv. Technol. Labs. Israel, Haifa, Israel
Michael Lindenbaum , Comput. Sci. Dept., Technion - Israel Inst. of Technol., Haifa, Israel
Ehud Rivlin , Comput. Sci. Dept., Technion - Israel Inst. of Technol., Haifa, Israel
A methodology for integrating multiple cues for tracking was proposed in several papers. These papers claim that, unlike other methodologies, conditional independence of the cues is not assumed. This brief communication 1) refutes this claim and 2) points out other major problems in the methodology.
Robustness, Equations, Mathematical model, Approximation methods, Bayesian methods, Copper, Atmospheric measurements,multiple cue integration, Bayesian tracking
Ido Leichter, Michael Lindenbaum, Ehud Rivlin, "The Cues in "Dependent Multiple Cue Integration for Robust Tracking" Are Independent", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 36, no. , pp. 620-621, March 2014, doi:10.1109/TPAMI.2010.170