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Active Appearance Models. (2001)

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by Timothy F Cootes , Gareth J Edwards , Christopher J Taylor
Venue:IEEE Transactions on Pattern Analysis and Machine Intelligence,
Citations:2152 - 59 self
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BibTeX

@ARTICLE{Cootes01activeappearance,
    author = {Timothy F Cootes and Gareth J Edwards and Christopher J Taylor},
    title = {Active Appearance Models.},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence,},
    year = {2001},
    pages = {681--685}
}

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Abstract

AbstractÐWe 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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