The template update problem

Matthews, Linda; Ishikawa, Takahiro; Baker, Simon

doi:10.1109/tpami.2004.16

articleIEEE Transactions on Pattern Analysis and Machine IntelligenceApr 26, 2004Closed access

The template update problem

LMLinda Matthews TITakahiro Ishikawa SBSimon Baker

Carnegie Mellon University

PubMed

Indexed incrossrefpubmed

Abstract

Template tracking dates back to the 1981 Lucas-Kanade algorithm. One question that has received very little attention, however, is how to update the template so that it remains a good model of the tracked object. We propose a template update algorithm that avoids the "drifting" inherent in the naive algorithm.

Citation impact

762

total citations

FWCI: 25.67
Percentile: 100%
References: 13

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Authors

3

Topics & keywords

Topics

Keywords

Computer science
Artificial intelligence
Computer vision
Object (grammar)
Pattern recognition (psychology)
Algorithm

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