A Component Based Deformable Model for Generalized Face Alignment

  title={A Component Based Deformable Model for Generalized Face Alignment},
  author={Yuchi Huang and Qingshan Liu and Dimitris N. Metaxas},
  journal={2007 IEEE 11th International Conference on Computer Vision},
This paper presents a component based deformable model for generalized face alignment, in which a novel bi-stage statistical framework is proposed to account for both local and global shape characteristics. Instead of using statistical analysis on the entire shape as in previous alignment work, we build separate Gaussian models for shape components to preserve more detailed local shape deformations. In each model of components the Markov Network is integrated to provide simple geometry… CONTINUE READING
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