• DocumentCode
    242993
  • Title

    An efficient estimation parameter method of bilateral filter using distribution distance

  • Author

    Makishi, Taiki ; Ichikawa, Shuichi ; Ogino, Tadashi ; Yamada, Chikatoshi

  • Author_Institution
    Dept. of Electron. & Commun. Syst. Eng., Okinawa Nat. Coll. of Technol., Nago, Japan
  • fYear
    2014
  • fDate
    22-25 Oct. 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Bilateral Filter has properties of high noise removal. However, the estimating of suitable parameter by using an input image is required to obtain a fine denoising image. A method of parameter estimation using distribution distance has proposed. The method is optimal parameter estimation of bilateral filter based on distribution distance and assumption noise distribution that is estimated by differences between input and output images. However, there is problem if input images include many small edges. In this paper, we propose estimation of parameter using noise distribution that was estimated from estimation method that less susceptible to the original signal. Moreover, we show experimental results using proposed method.
  • Keywords
    edge detection; image denoising; image filtering; parameter estimation; bilateral filter parameter estimation method; distribution distance; image denoising; noise distribution; noise removal; Bridges; Educational institutions; Estimation; Image edge detection; Laplace equations; Noise; Smoothing methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON 2014 - 2014 IEEE Region 10 Conference
  • Conference_Location
    Bangkok
  • ISSN
    2159-3442
  • Print_ISBN
    978-1-4799-4076-9
  • Type

    conf

  • DOI
    10.1109/TENCON.2014.7022331
  • Filename
    7022331