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

Leichter, I.,Michael Lindenbaum,Ehud Rivlin

IEEE transactions on pattern analysis and machine intelligence（2014）

引用 32|浏览38

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摘要

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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关键词

object tracking,conditional cue independence,dependent multiple cue integration,robust tracking,Bayesian tracking,multiple cue integration

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