• DocumentCode
    330348
  • Title

    A simple theoretical model to understand fuzzy objects

  • Author

    Akiyama, Yoshihiro ; Higuchi, Katsuhiro

  • Author_Institution
    Syst. Lab., IBM Japan Ltd., Tokyo, Japan
  • Volume
    2
  • fYear
    1998
  • fDate
    11-14 Oct 1998
  • Firstpage
    2040
  • Abstract
    Fuzzy objects are objects that have crisp and linguistic variables. Therefore, they have crisp and linguistic states and transit over the states during life cycle. In this paper, a simple theoretical model is proposed to understand the fuzzy objects for easier analysis and specification of the integrated computation by using the object-oriented approach. By introducing a hypothetical device that converts crisp information to linguistic form, this new framework shows the following properties: 1) the operations on fuzzy sets can be refined by using linguistic expressions, and a proof of non-preservation on the law of contradiction and excluded middle is given as representative; 2) an extension to the extension principle is derived and the interpretation of overlapping sub-images shown in still-image pictures is made possible; 3) an explicit formulation and reasoning of Sugeno fuzzy rule evaluation are given; and 4) the design of fuzzy objects is given
  • Keywords
    fuzzy set theory; image recognition; multimedia computing; object-oriented methods; Sugeno fuzzy rule; crisp information; extension principle; fuzzy objects; fuzzy set theory; image interpretation; linguistic variables; multimedia computing; object-oriented method; theoretical model; Electrical capacitance tomography; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Image converters; Laboratories; Multimedia systems; Object oriented modeling; Object oriented programming; User interfaces;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-4778-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.1998.728198
  • Filename
    728198