Groupwise Diffeomorphic Non-rigid Registration for Automatic Model Building

@inproceedings{Cootes2004GroupwiseDN,
  title={Groupwise Diffeomorphic Non-rigid Registration for Automatic Model Building},
  author={Timothy F. Cootes and Stephen R. Marsland and Carole J. Twining and Kate Smith and Christopher J. Taylor},
  booktitle={ECCV},
  year={2004}
}
We describe a framework for registering a group of images together using a set of non-linear diffeomorphic warps. The result of the groupwise registration is an implicit definition of dense correspondences between all of the images in a set, which can be used to construct statistical models of shape change across the set, avoiding the need for manual annotation of training images. We give examples on two datasets (brains and faces) and show the resulting models of shape and appearance variation… CONTINUE READING
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