A Lattice Approach to Image Segmentation

@article{Serra2005ALA,
  title={A Lattice Approach to Image Segmentation},
  author={Jean Paul Fr{\'e}d{\'e}ric Serra},
  journal={Journal of Mathematical Imaging and Vision},
  year={2005},
  volume={24},
  pages={83-130}
}
After a formal definition of segmentation as the largest partition of the space according to a criterion σ and a function f, the notion of a morphological connection is reminded. It is used as an input to a central theorem of the paper (Theorem 8), that identifies segmentation with the connections that are based on connective criteria. Just as connections, the segmentations can then be regrouped by suprema and infima. The generality of the theorem makes it valid for functions from any space to… CONTINUE READING
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