• DocumentCode
    2922998
  • Title

    Classification for Trademark Image Based on Normal Cloud Model

  • Author

    Qi, Ya-Li

  • Author_Institution
    Comput. Dept., Beijing Inst. of Graphic Commun., Beijing, China
  • Volume
    3
  • fYear
    2009
  • fDate
    26-27 Dec. 2009
  • Firstpage
    74
  • Lastpage
    77
  • Abstract
    Classification is an important research topic in the field of image data mining. There have been many data classification methods studied, including decision-tree method, statistical methods, neural networks, rough sets, etc. This paper proposed a method to classify the image with normal cloud model which is an uncertainty transformation model between quantities and qualities conception. We develop the algorithm for classification based on normal cloud model. Finally we perform experiments on an artificial trademark image database. The results show the advantages of the cloud model in the process of classification.
  • Keywords
    data mining; image classification; visual databases; image data mining; normal cloud model; trademark image classification; uncertainty transformation model; Character generation; Classification algorithms; Clouds; Data mining; Entropy; Gaussian distribution; Helium; Random number generation; Rough sets; Trademarks; classification algorithm; data mining; the cloud model; trademark image retrival;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Management, Innovation Management and Industrial Engineering, 2009 International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-0-7695-3876-1
  • Type

    conf

  • DOI
    10.1109/ICIII.2009.328
  • Filename
    5369748