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Support System for Multimedia Information Data Acquisition Based on Fuzzy Inference with a Fuzzy Shift

  • TongMyong College
  • Tokyo Institute of Technology

科研成果: 期刊稿件文章同行评审

摘要

Support system construction for multimedia information data acquisition based on fuzzy inference with a concept of fuzzy shift is proposed, where the multimedia means the five senses. Observed information from the outside world is characterized by VAGOT (visual, acoustic, gustatory, olfactory, and tactile) time series data. Here, multimedia information centers on image and sound are represented by membership functions. Fuzzy rules based on visual and acoustic information are used to identify the appropriate time interval on multimedia input data. The proposed system is constructed by rule construction, data acquisition, a rule base, and a support system. When an instruction of the user has temporal vagueness, rule base is updated by the support system based on fuzzy shift. The method is applied to an experiment related to the decision of a temporal boundary subset of vehicles and results verify the feasibility of the proposed method.

源语言英语
页(从-至)387-394
页数8
期刊Journal of Advanced Computational Intelligence and Intelligent Informatics
4
5
DOI
出版状态已出版 - 9月 2000
已对外发布

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