• DocumentCode
    509094
  • Title

    Denoising Algorithm for Jacquard Image Using Beltrami Manifold Technique

  • Author

    Feng, Zhilin ; Zhang, Xianrong ; Du, Shuwang ; Liu, Xiaoming ; Zhao, Duanyang

  • Author_Institution
    Coll. of Zhijiang, Zhejiang Univ. of Technol., Hangzhou, China
  • Volume
    2
  • fYear
    2009
  • fDate
    21-22 Nov. 2009
  • Firstpage
    265
  • Lastpage
    267
  • Abstract
    Jacquard image denoising is an active research field in jacquard image processing and has attracted much attention in the past years. In this paper, we present a novel denoising algorithm within the framework of variational schemes and Beltrami manifold technique. Variational schemes for image denoising consist of minimizing a functional which incorporates both the data and a Beltrami flow term. The main advantage of the proposed algorithm is that it has both good noise reduction and edge protection capabilities. Experimental results show that the proposed method offers effective noise removal in real noisy jacquard images while maintaining fine structure of patterns.
  • Keywords
    image denoising; variational techniques; Beltrami flow term; Beltrami manifold technique; edge protection capability; jacquard image denoising; noise reduction capability; variational schemes; Colored noise; Computer science; Educational institutions; Image analysis; Image denoising; Image processing; Noise reduction; Smoothing methods; TV; Tensile stress; Beltrami flow; image denoising; manifold learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on
  • Conference_Location
    Nanchang
  • Print_ISBN
    978-0-7695-3859-4
  • Type

    conf

  • DOI
    10.1109/IITA.2009.201
  • Filename
    5369199