Adaptive active appearance models

@article{Batur2005AdaptiveAA,
  title={Adaptive active appearance models},
  author={Aziz Umit Batur and Monson H. Hayes},
  journal={IEEE Transactions on Image Processing},
  year={2005},
  volume={14},
  pages={1707-1721}
}
The active appearance model (AAM) is a powerful tool for modeling images of deformable objects and has been successfully used in a variety of alignment, tracking, and recognition applications. AAM uses subspace-based deformable models to represent the images of a certain object class. In general, fitting such complicated models to previously unseen images using standard optimization techniques is a computationally complex task because the gradient matrix has to be numerically computed at every… CONTINUE READING

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