• DocumentCode
    1578256
  • Title

    Optimal Display Adaptation of Iconic Document Visualizations via BFOS-Style Tree Pruning

  • Author

    Berkner, Kathrin ; Gormish, M.J.

  • Author_Institution
    Ricoh Innovations Inc., Menlo Park, CA, USA
  • fYear
    2006
  • Firstpage
    3189
  • Lastpage
    3192
  • Abstract
    This paper introduces a new visual representation of a document or group of documents, a dynamic document icon, or Dydocon. Its representation is symbolic like an icon, but changes depending on document content. A Dydocon can be used for multiple documents and thus is useful for presentation of clustered search results. Because a large number of clusters may be returned by a search it is desirable to optimally select clusters given available display space. We cluster documents into a visual taxonomy described by a tree of Dydocons, define tree functionals for icon size and distortion of a cluster, and perform display-size adaptation through optimization using a BFOS-style algorithm.
  • Keywords
    data visualisation; document image processing; image representation; trees (mathematics); BFOS-style tree pruning; Dydocon; display adaptation; dynamic document icon; optimization; taxonomy; visual representation; Clustering algorithms; Decision trees; Displays; Document image processing; Image databases; Information retrieval; Rate distortion theory; Taxonomy; Technological innovation; Visualization; Document image processing; rate distortion theory; tree searching; visual languages;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2006 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1522-4880
  • Print_ISBN
    1-4244-0480-0
  • Type

    conf

  • DOI
    10.1109/ICIP.2006.313065
  • Filename
    4107248