Minimal Shape and Intensity Cost Path Segmentation

@article{Seghers2007MinimalSA,
  title={Minimal Shape and Intensity Cost Path Segmentation},
  author={Dieter Seghers and Dirk Loeckx and Frederik Maes and Dirk Vandermeulen and Paul Suetens},
  journal={IEEE Transactions on Medical Imaging},
  year={2007},
  volume={26},
  pages={1115-1129}
}
A new generic model-based segmentation algorithm is presented, which can be trained from examples akin to the active shape model (ASM) approach in order to acquire knowledge about the shape to be segmented and about the gray-level appearance of the object in the image. Whereas ASM alternates between shape and intensity information during search, the proposed approach optimizes for shape and intensity characteristics simultaneously. Local gray-level appearance information at the landmark points… CONTINUE READING
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