• DocumentCode
    2322043
  • Title

    Bacterial Foraging Algorithm for neutron radiography image quality improvement

  • Author

    Saadi, S. ; Kouzou, A. ; Guessoum, A. ; Bettayeb, M.

  • Author_Institution
    Dept. of Electron., Univ. Ziane Achour of Djelfa, Djelfa, Algeria
  • fYear
    2010
  • fDate
    27-30 June 2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    We want to implement a new optimal approach for image restoration problem, which is useful for neutron radiography images enhancement to assist the physician interpreter on his evaluation. Our approach is based on using swarm intelligence optimization algorithms to solve a least squares minimization ill-posed problem, using Bacterial Foraging Optimization (BFO) Algorithm. To get smoothed images in presence of noise, a Laplacian constraint is introduced for regularization purpose.
  • Keywords
    image restoration; neutron radiography; Laplacian constraint; bacterial foraging algorithm; image restoration problem; least squares minimization; neutron radiography image quality improvement; swarm intelligence optimization algorithms; Image restoration; Radiography; Strontium; Wiener filter; BFO; Radiography; Regularization; Restoration; Total Variation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Signals and Devices (SSD), 2010 7th International Multi-Conference on
  • Conference_Location
    Amman
  • Print_ISBN
    978-1-4244-7532-2
  • Type

    conf

  • DOI
    10.1109/SSD.2010.5585541
  • Filename
    5585541