Issue No. 06 - June (2004 vol. 26)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/TPAMI.2004.16
Iain Matthews , IEEE
<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>
Template tracking, the Lucas-Kanade algorithm, active appearance models.
Takahiro Ishikawa, Iain Matthews, Simon Baker, "The Template Update Problem", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 26, no. , pp. 810-815, June 2004, doi:10.1109/TPAMI.2004.16