Literature DB >> 16986548

Fast active appearance model search using canonical correlation analysis.

René Donner1, Michael Reiter, Georg Langs, Philipp Peloschek, Horst Bischof.   

Abstract

A fast AAM search algorithm based on canonical correlation analysis (CCA-AAM) is introduced. It efficiently models the dependency between texture residuals and model parameters during search. Experiments show that CCA-AAMs, while requiring similar implementation effort, consistently outperform standard search with regard to convergence speed by a factor of four.

Mesh:

Year:  2006        PMID: 16986548     DOI: 10.1109/TPAMI.2006.206

Source DB:  PubMed          Journal:  IEEE Trans Pattern Anal Mach Intell        ISSN: 0098-5589            Impact factor:   6.226


  1 in total

1.  A modified active appearance model based on an adaptive artificial bee colony.

Authors:  Mohammed Hasan Abdulameer; Siti Norul Huda Sheikh Abdullah; Zulaiha Ali Othman
Journal:  ScientificWorldJournal       Date:  2014-08-06
  1 in total

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