• DocumentCode
    517484
  • Title

    The Optimal Clustering Algorithm for Image Organization and Management in Wireless Mobile Internet

  • Author

    Chen, Weixiao ; Gong, Xiangyang ; Wang, Wendong ; Tian, Ye ; Yang, Xiaogang ; Ma, Jian

  • Author_Institution
    State Key Lab. of Networking & Switching Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
  • Volume
    1
  • fYear
    2010
  • fDate
    24-25 April 2010
  • Firstpage
    102
  • Lastpage
    106
  • Abstract
    In modern multimedia applications, images are often organized and managed by web sites or local applications with geographic information like GPS. But now this kind of multimedia applications doesn´t come up in mobile communication environment. This paper proposes a method in image organization and sharing on mobile terminal whose resources are limited. We use the K-means clustering algorithm and its optimized algorithm to accomplish the image organization with geographic information. The application is based on C/S architecture under mobile environment. By comparing the optimized K-means algorithm with the original one, we get the conclusion that the optimized algorithm achieves a much better partition of the images. The demo mentioned at the end of the paper has validated the feasibility and advantages of this scheme.
  • Keywords
    Internet; client-server systems; geographic information systems; mobile computing; multimedia computing; pattern clustering; C/S architecture; client-server architecture; geographic information; image management; image organization; k-means clustering algorithm; mobile communication environment; multimedia applications; optimal clustering algorithm; wireless mobile Internet; Clustering algorithms; Conference management; Environmental management; Global Positioning System; IP networks; Information technology; Internet; Partitioning algorithms; Technology management; Telecommunication network management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Information Technology (MMIT), 2010 Second International Conference on
  • Conference_Location
    Kaifeng
  • Print_ISBN
    978-0-7695-4008-5
  • Electronic_ISBN
    978-1-4244-6602-3
  • Type

    conf

  • DOI
    10.1109/MMIT.2010.121
  • Filename
    5474268