• DocumentCode
    2448919
  • Title

    Change detection methodology based on region classification fusion

  • Author

    Liu, Ting ; Gigli, George ; Lampropoulos, George A.

  • Author_Institution
    A.U.G. Signals, Toronto
  • fYear
    2007
  • fDate
    9-12 July 2007
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    In this paper, several classification methods are presented and a fusion structure is included to improve the final classification performance. The definition of "layer" and the method to create it are then introduced. Based on "layer", a multiple level change detection algorithm is proposed, which gives the details of the changes in each region and is demonstrated to be an easy, effective and reliable method. Experimental results are provided using RADARSAT images, which have been registered with the automated registration algorithm of A.U.G. Signals that is currently available under the distributed processing system www.signalfusion.com.
  • Keywords
    distributed processing; geophysics computing; image classification; image fusion; image registration; remote sensing; RADARSAT images; automated registration algorithm; change detection methodology; distributed processing system; fusion structure; region classification fusion; remote sensing; Change detection algorithms; Decision trees; Distributed processing; Image resolution; Phase detection; Pixel; Principal component analysis; Radar detection; Remote monitoring; Surface topography; Change Detection; Classification; Distributed Processing; Fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2007 10th International Conference on
  • Conference_Location
    Quebec, Que.
  • Print_ISBN
    978-0-662-45804-3
  • Electronic_ISBN
    978-0-662-45804-3
  • Type

    conf

  • DOI
    10.1109/ICIF.2007.4408010
  • Filename
    4408010