• DocumentCode
    1360061
  • Title

    On Two Parameters for Denoising With Non-Local Means

  • Author

    Salmon, Joseph

  • Author_Institution
    Lab. de ProbabilitEs et ModEles AlEatoires, Univ. Paris Diderot, Paris, France
  • Volume
    17
  • Issue
    3
  • fYear
    2010
  • fDate
    3/1/2010 12:00:00 AM
  • Firstpage
    269
  • Lastpage
    272
  • Abstract
    Non-local means (NLM) provides a very efficient procedure to denoise digital images. We study the influence of two important parameters on this algorithm: the size of the searching window and the weight given to the central patch. We verify numerically the common knowledge that the searching zone can be advantageously limited and we propose an efficient modification of the central weight based on the Stein´s unbiased risk estimate principle.
  • Keywords
    image denoising; numerical analysis; Stein unbiased risk estimate principle; central patch; digital image denoising; nonlocal means; numerical verification; searching window size; Aggregation; Non-Local Means; denoising; patches;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2009.2038954
  • Filename
    5356164
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1360061