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Issue No.06 - June (2004 vol.26)
pp: 810-815
ABSTRACT
<p><b>Abstract</b>—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.</p>
INDEX TERMS
Template tracking, the Lucas-Kanade algorithm, active appearance models.
CITATION
Iain Matthews, Simon Baker, "The Template Update Problem", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.26, no. 6, pp. 810-815, June 2004, doi:10.1109/TPAMI.2004.16
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