• DocumentCode
    3317138
  • Title

    Change detection using iteratively reweighted regression with neural networks

  • Author

    Marpu, Prashanth R. ; Gamba, Paolo ; Canty, Morton J.

  • Author_Institution
    Dept. of Electron., Univ. of Pavia, Pavia, Italy
  • fYear
    2010
  • fDate
    25-30 July 2010
  • Firstpage
    2563
  • Lastpage
    2566
  • Abstract
    A method for automatic identification of changes using regression with neural networks is presented. The regression is iteratively performed by updating the weights of the pixels. The method is applied to a small subset of two Landsat images and the results indicate that the proposed method produces good results.
  • Keywords
    image recognition; image representation; iterative methods; neural nets; regression analysis; automatic identification; change detection; iteratively reweighted regression; landsat image subset; neural networks; Approximation methods; Artificial neural networks; Earth; Pixel; Remote sensing; Satellites; Training;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
  • Conference_Location
    Honolulu, HI
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4244-9565-8
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2010.5650496
  • Filename
    5650496
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3317138