• DocumentCode
    1989386
  • Title

    Visualize, analyze and mine satellite imagery using a single tool

  • Author

    Ramachandran, Rahul ; Graves, Sara ; Berendes, Todd ; Maskey, Manil ; Chidambaram, C. ; Christopher, S. ; Hogan, Patrick ; Gaskins, Tom

  • Author_Institution
    Inf. Technol. & Syst. Center, Univ. of Alabama in Huntsville, Huntsville, AL, USA
  • fYear
    2009
  • fDate
    12-14 Aug. 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    There is a dearth of software tools that allow users to easily visualize, analyze and mine satellite imagery. The few tools that are available are expensive commercial packages that provide limited functionality. As part of a NASA funded project, a software tool named GLIDER is currently being developed to fill this void. GLIDER allows users to visualize and analyze satellite data in its native sensor view. Users can enhance the image by applying different image processing algorithms on the data. GLIDER provides the users with a full suite of pattern recognition and data mining algorithms that can be applied to the satellite imagery to extract thematic information. The suite of algorithms includes both supervised and unsupervised classification algorithms. In addition, users can project satellite imagery and analysis/mining results onto a 3D globe for visualization. GLIDER also allows users to add additional layers to the globe along with the projected image. Users can open multiple views within GLIDER to manage, visualize and analyze many data files all at once.
  • Keywords
    data mining; image classification; image processing; 3D globe; GLIDER; NASA funded project; data mining; image processing; pattern recognition; satellite data; satellite imagery; software tools; thematic information; unsupervised classification; Data analysis; Data mining; Data visualization; Image analysis; Image processing; NASA; Packaging; Pattern recognition; Satellites; Software tools; Data Mining; Pattern Recognition; Satellite Imagery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoinformatics, 2009 17th International Conference on
  • Conference_Location
    Fairfax, VA
  • Print_ISBN
    978-1-4244-4562-2
  • Electronic_ISBN
    978-1-4244-4563-9
  • Type

    conf

  • DOI
    10.1109/GEOINFORMATICS.2009.5292953
  • Filename
    5292953