• DocumentCode
    2125821
  • Title

    Categorization of image databases for efficient retrieval using robust mixture decomposition

  • Author

    Medasani, Swarup ; Krishnapuram, Raghu

  • Author_Institution
    Dept. of Math. & Comput. Sci., Colorado Sch. of Mines, Golden, CO, USA
  • fYear
    1998
  • fDate
    35967
  • Firstpage
    50
  • Lastpage
    54
  • Abstract
    The authors present a robust mixture decomposition technique that automatically finds a compact representation of the data in terms of categories, and apply it to the problem of organizing databases for efficient retrieval. The time taken for retrieval is shown to be an order of magnitude smaller than that of exhaustive search methods. The proposed scheme is tested on images from the VisTex texture image database
  • Keywords
    image texture; query processing; visual databases; VisTex texture image database; compact data representation; database organization; efficient retrieval; image database categorization; robust mixture decomposition; Feature extraction; Image databases; Image retrieval; Information retrieval; Organizing; Robustness; Search methods; Spatial databases; Testing; Visual databases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Content-Based Access of Image and Video Libraries, 1998. Proceedings. IEEE Workshop on
  • Conference_Location
    Santa Barbara, CA
  • Print_ISBN
    0-8186-8544-1
  • Type

    conf

  • DOI
    10.1109/IVL.1998.694495
  • Filename
    694495
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2125821