• DocumentCode
    2403091
  • Title

    Using Associative Memory Principles to Enhance Perceptual Ability of Vision Systems

  • Author

    Gorodnichy, Dmitry O. ; Gorodnichy, Oleg P.

  • Author_Institution
    National Research Council of Canada
  • fYear
    2004
  • fDate
    27-02 June 2004
  • Firstpage
    79
  • Lastpage
    79
  • Abstract
    The so called associative thinking, which humans are known to perform on every day basis, is attributed to the fact that human brain memorizes information using the dynamical system made of interconnected neurons. Retrieval of information in such a system is accomplished in associative sense; starting from an arbitrary state, which might be an encoded representation of a visual image, the brain activity converges to another state, which is stable and which is what the brain remembers. In this paper we explore the possibility of using an associative memory for the purpose of enhancing the interactive capability of perceptual vision systems. By following the biological memory principles, we show how vision systems can be designed to recognize faces, facial gestures and orientations, using low-end video-cameras and little computational power. In doing that we use the public domain associative memory code.
  • Keywords
    Associative memory; Biological information theory; Brain; Face recognition; Humans; Image converters; Image retrieval; Information retrieval; Machine vision; Neurons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition Workshop, 2004. CVPRW '04. Conference on
  • Type

    conf

  • DOI
    10.1109/CVPR.2004.197
  • Filename
    1384872