APPLICATION OF FUZZY CLUSTERING METHOD WITH ADDITIONAL DATA TO AREA DIVISION OF IMAGES.

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Hirota, Kaoru
Iwama, Kazuya
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COMPUTER METATHEORY - Algorithmic Languages;
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A modified version of Fuzzy c-Means, called Fuzzy c-Means with Additional Data, is presented. Usefulness of the algorithm is confirmed through a numerical simulation experiment and area division of imagery data. Results of various fuzzy clustering algorithms applied to imagery data are also investigated from a viewpoint of subjective entropy of probabilistic sets.
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页码:95 / 104
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