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Issue No.10 - October (2004 vol.26)
pp: 1380-1384
ABSTRACT
The automatic construction of Active Appearance Models (AAMs) is usually posed as finding the location of the base mesh vertices in the input training images. In this paper, we repose the problem as an energy-minimizing image coding problem and propose an efficient gradient-descent algorithm to solve it.
INDEX TERMS
Active Appearance Models, automatic construction, unsupervised learning, image coding, inverse compositional image alignment, quadratic smoothness priors.
CITATION
Simon Baker, Iain Matthews, Jeff Schneider, "Automatic Construction of Active Appearance Models as an Image Coding Problem", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.26, no. 10, pp. 1380-1384, October 2004, doi:10.1109/TPAMI.2004.77
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