Improved fuzzy clustering for pattern recognition with applications to image segmentation

@inproceedings{Bensaid1995ImprovedFC,
  title={Improved fuzzy clustering for pattern recognition with applications to image segmentation},
  author={Amine Bensaid},
  year={1995}
}
When pattern recognition algorithms are applied to image segmentation, the goal is to solve a classification problem. However, they don't directly optimize classification quality. As a result, they are susceptible to two problems: (P1) the criterion they optimize may not be a good estimator of "true" classification quality, and (P2) they often admit many (suboptimal) solutions, therefore, they require some means of choosing between solutions. In addition, when all data are unlabeled and a… CONTINUE READING

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