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

Kabsuk Oh*, Kaoru Hirota

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

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.

Original languageEnglish
Pages (from-to)387-394
Number of pages8
JournalJournal of Advanced Computational Intelligence and Intelligent Informatics
Volume4
Issue number5
DOIs
Publication statusPublished - Sept 2000
Externally publishedYes

Keywords

  • Data acquisition
  • Fuzzy inference
  • Multimedia

Fingerprint

Dive into the research topics of 'Support System for Multimedia Information Data Acquisition Based on Fuzzy Inference with a Fuzzy Shift'. Together they form a unique fingerprint.

Cite this