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Issue No.06 - June (2001 vol.23)
pp: 681-685
ABSTRACT
<p><b>Abstract</b>—We describe a new method of matching statistical models of appearance to images. A set of model parameters control modes of shape and gray-level variation learned from a training set. We construct an efficient iterative matching algorithm by learning the relationship between perturbations in the model parameters and the induced image errors.</p>
INDEX TERMS
Appearance models, deformable templates, model matching.
CITATION
Timothy F. Cootes, Gareth J. Edwards, Christopher J. Taylor, "Active Appearance Models", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.23, no. 6, pp. 681-685, June 2001, doi:10.1109/34.927467
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