Similarity analysis of images based on information granulation and fuzzy decision

@article{Vachkov2008SimilarityAO,
  title={Similarity analysis of images based on information granulation and fuzzy decision},
  author={G. Vachkov},
  journal={2008 4th International IEEE Conference Intelligent Systems},
  year={2008},
  volume={2},
  pages={10-14-10-21}
}
  • G. Vachkov
  • Published 2008 in
    2008 4th International IEEE Conference…
This paper proposes a computational scheme for fuzzy similarity analysis and classification of images that uses first an information granulation procedure followed by a subsequent fuzzy decision procedure. A special new version of the growing unsupervised learning algorithm is introduced in the paper for information granulation. It reduces the original ldquoraw datardquo (the RGB pixels) of the image to a considerably smaller number of information granules (neurons). After that two features are… CONTINUE READING
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