Detection and Segmentation of Pathological Structures by the Extended Graph-Shifts Algorithm

@article{Corso2007DetectionAS,
  title={Detection and Segmentation of Pathological Structures by the Extended Graph-Shifts Algorithm},
  author={Jason J. Corso and Alan L. Yuille and Nancy L. Sicotte and Arthur W. Toga},
  journal={Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention},
  year={2007},
  volume={10 Pt 1},
  pages={985-93}
}
We propose an extended graph-shifts algorithm for image segmentation and labeling. This algorithm performs energy minimization by manipulating a dynamic hierarchical representation of the image. It consists of a set of moves occurring at different levels of the hierarchy where the types of move, and the level of the hierarchy, are chosen automatically so as to maximally decrease the energy. Extended graph-shifts can be applied to a broad range of problems in medical imaging. In this paper, we… CONTINUE READING

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