The Template Update Problem
Journal Article, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 6, pp. 810 - 815, June, 2004
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.
BibTeX
@article{Matthews-2004-8945,author = {Iain Matthews and Takahiro Ishikawa and Simon Baker},
title = {The Template Update Problem},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
year = {2004},
month = {June},
volume = {26},
number = {6},
pages = {810 - 815},
keywords = {Template tracking, the Lucas-Kanade algorithm, active appearance models},
}
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