• DocumentCode
    1877599
  • Title

    Towards a framework of algorithm management for remote sensing image analysis

  • Author

    Ding, Yongke ; Wang, Kaizhi ; Yu, Wenxian ; Liu, Xingzhao

  • Author_Institution
    Dept. of Electron. Eng., Shanghai Jiao Tong Univ., Shanghai, China
  • fYear
    2011
  • fDate
    24-29 July 2011
  • Firstpage
    551
  • Lastpage
    554
  • Abstract
    This work is devoted to the proposal of the algorithm management framework for remote sensing image analysis. A hierarchical framework of algorithm management is first introduced. Then we establish an algorithm description model and corresponding reasoning mechanism based on the quotient space problem solving theory and graph theory. With this model the developers can avoid wasteful duplicate algorithm development and complicated parameter adjustment during the algorithm development process for remote sensing image. The effect and efficiency of the framework has been proved through our preliminary experiment results.
  • Keywords
    image processing; problem solving; remote sensing; algorithm description model; algorithm management; graph theory; quotient space problem solving theory; reasoning mechanism; remote sensing image analysis; Algorithm design and analysis; Classification algorithms; Cognition; Filtering algorithms; Filtering theory; Noise measurement; Remote sensing; Algorithm management (AM); algorithm space; image analysis; quotient space; remote sensing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
  • Conference_Location
    Vancouver, BC
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4577-1003-2
  • Type

    conf

  • DOI
    10.1109/IGARSS.2011.6049187
  • Filename
    6049187