• DocumentCode
    1516667
  • Title

    MTV: modified total variation model for image noise removal

  • Author

    Wang, Yannan ; Chen, Weijie ; Zhou, Shiyu ; yu, tao ; Zhang, Ye

  • Author_Institution
    Key Lab. of Image Process., Southern Med. Univ., Guangzhou, China
  • Volume
    47
  • Issue
    10
  • fYear
    2011
  • Firstpage
    592
  • Lastpage
    594
  • Abstract
    The total variation (TV) model is one kind of second-order partial differential equation (PDE) for image noise removal. However, the second-order PDEs suffer from the so-called staircase effect. Proposed is a modified TV (MTV) model, which is staircase-free by minimising the variation of the image along the direction tangential to the isophotes of the original image. Its effectiveness in preserving edges, avoiding staircases and removing noises is shown by experiment and comparison.
  • Keywords
    image denoising; partial differential equations; MTV; image noise removal; modified total variation model; second-order partial differential equation; staircase effect;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el.2010.3505
  • Filename
    5767239
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1516667