• DocumentCode
    2264418
  • Title

    A New Image Adaptive Filter Using Local Homogeneity

  • Author

    Zhang, Jiang-She ; Yang, Yu-Qian ; Pan, Ji-Yuan ; Li, Chao-Yi

  • Author_Institution
    Fac. of Sci., X´´ian Jiaotong Univ., Xi´´an
  • Volume
    2
  • fYear
    2008
  • fDate
    20-22 Dec. 2008
  • Firstpage
    404
  • Lastpage
    408
  • Abstract
    Image filtering is an important problem in image processing. Many algorithms such as adaptive filter, total variation method in this field are efficient and practical. In this paper, the local homogeneity method is employed which result in the homogeneity image (H-image). The high and low values of the H-image correspond to possible region boundaries and region interiors respectively. Finally, an adaptive filter method is proposed which combines the image homogeneity and local discontinuities. Comparative experiments indicate that our algorithm yields favorable smoothing results.
  • Keywords
    adaptive filters; image processing; smoothing methods; image adaptive filter; local discontinuity; local homogeneity image method; total variation method; Adaptive filters; Anisotropic magnetoresistance; Chaos; Image edge detection; Information filtering; Information filters; Information technology; Laboratories; Noise reduction; Smoothing methods; denoising; homogeneity; image filter; noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Technology Application, 2008. IITA '08. Second International Symposium on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-0-7695-3497-8
  • Type

    conf

  • DOI
    10.1109/IITA.2008.365
  • Filename
    4739795