Active appearance models
Cootes, T.F.
Edwards, G.J.
Taylor, C.J.
Div. of Imaging Sci. & Biomed. Eng., Manchester Univ.;
This paper appears in: Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publication Date: Jun 2001
Volume: 23,
Issue: 6
On page(s): 681-685
ISSN: 0162-8828
References Cited: 14
CODEN: ITPIDJ
INSPEC Accession Number: 6967924
Digital Object Identifier: 10.1109/34.927467
Current Version Published: 2002-08-07
Abstract
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
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