Similarity metrics and efficient optimization for simultaneous registration

@article{Wachinger2009SimilarityMA,
  title={Similarity metrics and efficient optimization for simultaneous registration},
  author={Christian Wachinger and Nassir Navab},
  journal={2009 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2009},
  pages={667-674}
}
We address the alignment of a group of images with simultaneous registration. Therefore, we provide further insights into a recently introduced class of multivariate similarity measures referred to as accumulated pair-wise estimates (APE) and derive efficient optimization methods for it. More specifically, we show a strict mathematical deduction of APE from a maximum-likelihood framework and establish a connection to the congealing framework. This is only possible after an extension of the… CONTINUE READING

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