Title :
The Cues in "Dependent Multiple Cue Integration for Robust Tracking" Are Independent
Author :
Leichter, Ido ; Lindenbaum, Michael ; Rivlin, Ehud
Author_Institution :
Microsoft R&D Center, Adv. Technol. Labs. Israel, Haifa, Israel
Abstract :
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.
Keywords :
object tracking; conditional cue independence; dependent multiple cue integration; robust tracking; Approximation methods; Atmospheric measurements; Bayesian methods; Copper; Equations; Mathematical model; Robustness; Bayesian tracking; multiple cue integration;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.2010.170
