• DocumentCode
    2967558
  • Title

    Grid Services and Satellite Image Processing for Urban and River Bed Changes Assessment

  • Author

    Gherghina, Cristina ; Isbasoiu, Eliza

  • Author_Institution
    Fac. of Civil Eng., Ovidius Univ. of Constantza, Constantza, Romania
  • fYear
    2008
  • fDate
    26-29 Sept. 2008
  • Firstpage
    398
  • Lastpage
    401
  • Abstract
    Satellite images can provide huge amounts of data that in principle could be processed and provide very useful information in many areas. Grid based architectures might be suitable platforms for their digital processing and analysis because they offer the required computational power to process satellite data in real time. Here, we describe several Grid Services which implement some of the satellite images processing and analysis techniques used to detect urban growth and river bed changes. Thus, we have implemented a supervised image classification algorithm which marks out the urban or river bed areas, and a comparison image algorithm, which compares two classified images, taken in 1970 and 2000, and highlights the urban or river bed changes.
  • Keywords
    Web services; geophysical signal processing; grid computing; image classification; rivers; grid based architectures; grid services; river bed changes assessment; satellite image processing; satellite images analysis techniques; supervised image classification algorithm; Computer architecture; Digital images; Distributed computing; Graphical user interfaces; Grid computing; Image classification; Image processing; Java; Rivers; Satellites; Grid Service; river bed changes; satellite images; supervised image classification; urban growth;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Symbolic and Numeric Algorithms for Scientific Computing, 2008. SYNASC '08. 10th International Symposium on
  • Conference_Location
    Timisoara
  • Print_ISBN
    978-0-7695-3523-4
  • Type

    conf

  • DOI
    10.1109/SYNASC.2008.53
  • Filename
    5204845