• DocumentCode
    3028758
  • Title

    A cognitive informatics theory for visual information processing

  • Author

    Wang, Yingxu

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Calgary Univ., Calgary, AB
  • fYear
    2008
  • fDate
    14-16 Aug. 2008
  • Firstpage
    317
  • Lastpage
    323
  • Abstract
    This paper presents a cognitive informatics theory of visual information and knowledge processing in the brain and natural intelligence. A set of cognitive principles of visual perception is reviewed, such as the gestalt principles, the cognitive informatics principles, and the hypercolumn theory. A visual frame theory is developed to explain the visual information processing mechanisms of human vision, where the size of a unit visual frame is tested and calibrated based on vision experiments. Then, the framework of human visual information processing is established. Based on it, the mechanisms of visual information processing and the compatibility of internal representations between visual and abstract information and knowledge are elaborated.
  • Keywords
    brain; cognition; information theory; visual perception; brain; cognitive informatics theory; hypercolumn theory; knowledge processing; natural intelligence; visual frame theory; visual information processing; visual perception; Brain modeling; Cognitive informatics; Computational intelligence; Humans; Information processing; Information representation; Knowledge engineering; Mathematics; Software engineering; Visual perception; AI; Cognitive informatics; cognitive models; cognitive principles; computational intelligence; framework; gestalt principles; hierarchical abstraction model; hypercolumns; invariance; size of pixels; the basic visual frame; the brain; visual frame; visual information processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cognitive Informatics, 2008. ICCI 2008. 7th IEEE International Conference on
  • Conference_Location
    Stanford, CA
  • Print_ISBN
    978-1-4244-2538-9
  • Type

    conf

  • DOI
    10.1109/COGINF.2008.4639184
  • Filename
    4639184