Image segmentation by a contrario simulation

@article{Burrus2009ImageSB,
  title={Image segmentation by a contrario simulation},
  author={Nicolas Burrus and Thierry M. Bernard and Jean-Michel Jolion},
  journal={Pattern Recognition},
  year={2009},
  volume={42},
  pages={1520-1532}
}
Segmenting an image into homogeneous regions generally involves a decision criterion to establish whether two adjacent regions are similar. Decisions should be adaptive to get robust and accurate segmentation algorithms, avoid hazardous a priori and have a clear interpretation. We propose a decision process based on a contrario reasoning: two regions are meaningfully different if the probability of observing such a difference in pure noise is very low. Since the existing analytical methods are… CONTINUE READING
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