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Active appearance models

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3 Author(s)
Cootes, T.F. ; Div. of Imaging Sci. & Biomed. Eng., Manchester Univ., UK ; Edwards, G.J. ; Taylor, C.J.

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

Published in:

Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:23 ,  Issue: 6 )