• DocumentCode
    1163781
  • Title

    Wavelet domain image denoising via support vector regression

  • Author

    Cheng, H. ; Tian, J.W. ; Liu, J. ; Yu, Q.Z.

  • Author_Institution
    Key Lab. of Educ. Minist. for Image Process. & Intelligence Control, Huazhong Univ. of Sci. & Technol., Wuhan, China
  • Volume
    40
  • Issue
    23
  • fYear
    2004
  • Firstpage
    1479
  • Lastpage
    1481
  • Abstract
    An image denoising method based on wavelets and support vector regression is proposed. Investigation on real images contaminated by Gaussian noise has demonstrated that the performance of the presented method outperforms conventional wavelet denoising techniques.
  • Keywords
    Gaussian noise; image denoising; regression analysis; support vector machines; wavelet transforms; Gaussian noise; real images; support vector regression; wavelet denoising techniques; wavelet domain image denoising;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20046567
  • Filename
    1358946
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1163781