Active appearance models (AAMs) provide a framework for modeling the joint shape and texture of an image. An AAM is a compact representation of both factors in a conditionally linear model. However, the standard AAM framework does not handle images which have missing features, or allow modification of certain structures in the image while leaving neighboring ones undeformed. We introduce the layered active appearance model (LAAM), which allows for missing features, occlusion, substantial spatial rearrangement of features, and which provides a more general representation that extends the applicability of the active appearance model.


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    Title :

    Layered active appearance models


    Contributors:
    Jones, E. (author) / Soatto, S. (author)


    Publication date :

    2005-01-01


    Size :

    530254 byte





    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Layered Active Appearance Models

    Jones, E. / Soatto, S. / IEEE | British Library Conference Proceedings | 2005


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    Matthews, I. / Baker, S. | British Library Online Contents | 2004


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    Cootes, T. F. / Wheeler, G. V. / Walker, K. N. et al. | British Library Online Contents | 2002