• DocumentCode
    3040381
  • Title

    Distributed algorithm for change detection in satellite images for Grid Environments

  • Author

    Pop, Florin

  • Author_Institution
    Univ. Politehnica of Bucharest, Bucharest
  • fYear
    2007
  • fDate
    5-8 July 2007
  • Firstpage
    41
  • Lastpage
    41
  • Abstract
    This paper presents a solution for real-time satellite image processing. The focus is on the detection of changes in MODIS images. We present a distributed algorithm for change detection which is based on extracting relevant parameters from MODIS spectral bands. The algorithm detects the changes between two images of the same geographical area at different time moments. The algorithm, able to run in a Grid system, is scalable, fault-tolerant. We present the experimental results of this algorithm considering three spectral bands and different input images. We also propose a method to integrate applications based on this algorithm into the MedioGRID architecture.
  • Keywords
    geophysical signal processing; grid computing; change detection; distributed algorithm; geographical area; grid environments; grid system; real-time satellite image processing; satellite images; Application software; Change detection algorithms; Clustering algorithms; Computer architecture; Detection algorithms; Distributed algorithms; Grid computing; Image processing; MODIS; Satellite broadcasting; Change detection.; Grid Computing; Grid architecture; Satellite; image processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Computing, 2007. ISPDC '07. Sixth International Symposium on
  • Conference_Location
    Hagenberg
  • Print_ISBN
    0-7695-2917
  • Type

    conf

  • DOI
    10.1109/ISPDC.2007.13
  • Filename
    4271931