• DocumentCode
    1918178
  • Title

    Robust Estimation of the Regularization Parameter for Tikhonov Filtering of Natural Images with Circularly Symmetric Blurs

  • Author

    Baran, Mehmet

  • Author_Institution
    Dept. of Comput. Eng., Marmara Univ., Istanbul
  • Volume
    2
  • fYear
    2005
  • fDate
    21-24 Nov. 2005
  • Firstpage
    971
  • Lastpage
    974
  • Abstract
    The frequently published MSE algorithm for image deconvolution is shown to lack robustness. The reasons for its failure are analyzed and a new version which is robust is provided
  • Keywords
    deconvolution; filtering theory; image restoration; mean square error methods; Tikhonov filtering; circularly symmetric blurs; image deconvolution; natural images; regularization parameter estimation; Acoustic noise; Additive white noise; Deconvolution; Equations; Failure analysis; Filtering algorithms; Filtering theory; Image restoration; Noise robustness; Statistical distributions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer as a Tool, 2005. EUROCON 2005.The International Conference on
  • Conference_Location
    Belgrade
  • Print_ISBN
    1-4244-0049-X
  • Type

    conf

  • DOI
    10.1109/EURCON.2005.1630109
  • Filename
    1630109
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1918178