Robust modified Active Shape Model for automatic facial landmark annotation of frontal faces

@article{Seshadri2009RobustMA,
  title={Robust modified Active Shape Model for automatic facial landmark annotation of frontal faces},
  author={Keshav Seshadri and Marios Savvides},
  journal={2009 IEEE 3rd International Conference on Biometrics: Theory, Applications, and Systems},
  year={2009},
  pages={1-8}
}
In this paper we present an improved method for locating facial landmarks in images containing frontal faces using a modified Active Shape Model. Our main contributions include the use of an optimal number of facial landmark points, better profiling methods during the fitting stage and the development of a more suitable optimization metric to determine the best location of the landmarks compared to the simplistic minimum Mahalanobis distance criteria used to date. We build a subspace to model… CONTINUE READING
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