The Cues in "Dependent Multiple Cue Integration for Robust Tracking" Are Independent

The Cues in "Dependent Multiple Cue Integration for Robust Tracking" Are Independent

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.

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence 2014-03, Vol.36 (3), p.620-621
Hauptverfasser: Leichter, Ido, Lindenbaum, Michael, Rivlin, Ehud
Format: Artikel
Sprache:eng
Schlagworte:
Approximation methods
Atmospheric measurements
Bayesian methods
Bayesian tracking
Copper
Cues
Equations
Intelligence
Mathematical model
Methodology
multiple cue integration
Pattern analysis
Robustness
Tracking
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Beschreibung
Zusammenfassung: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.
ISSN:0162-8828
1939-3539
2160-9292
DOI:10.1109/TPAMI.2010.170