• DocumentCode
    2924343
  • Title

    Intelligent Image Prospecting System for Image/RPI Mission

  • Author

    Galkin, Ivan A. ; Khmyrov, G.M. ; Kozlov, Alexander V. ; Reinisch, Bodo W. ; Fung, Shing F.

  • Author_Institution
    Massachusetts Univ., Lowell
  • fYear
    2006
  • fDate
    24-26 July 2006
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The radio plasma imager (RPI) onboard NASA´s IMAGE spacecraft has acquired over 1.2 million plasmagrams, images of remote sensing of the Earth´s magnetosphere. Plasmagram archive is a classic-example dataset posing unrealistic demands of manual labor in order to analyze each collected image for useful features. We present an intelligent data prospecting system based on a bio-plausible model of the pre-attentive vision whose purpose is to draw attention of human analysts to the most interesting data. Presence of weak signatures in the RPI plasmagrams makes this dataset an excellent testbed for sensitive image prospecting techniques. We discuss our progress to date.
  • Keywords
    atmospheric techniques; computer vision; magnetosphere; remote sensing; IMAGE/RPI mission; Radio Plasma Imager; bio-plausible model; intelligent image prospecting system; onboard NASA IMAGE spacecraft; preattentive vision; remote sensing; Earth; Economic indicators; Humans; Image analysis; Intelligent systems; Magnetic analysis; Magnetosphere; Plasmas; Remote sensing; Space vehicles; Data Prospecting; Intelligent Systems; Pre-attentive Vision Models; Radio Plasma Imager;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation Congress, 2006. WAC '06. World
  • Conference_Location
    Budapest
  • Print_ISBN
    1-889335-33-9
  • Type

    conf

  • DOI
    10.1109/WAC.2006.375754
  • Filename
    4259827