• DocumentCode
    668788
  • Title

    Improved noise reduction algorithms for medical X-ray images

  • Author

    Bing Luo ; Zhongyu Sun ; Min Xue ; Hongbo Liu

  • Author_Institution
    Sch. of Inf. Eng., Wuyi Univ., Jiangmen, China
  • fYear
    2013
  • fDate
    20-22 Nov. 2013
  • Firstpage
    359
  • Lastpage
    362
  • Abstract
    Conventional mean filtering and median filtering were used for noise reduction for medical X-ray images but suffered from losing detail information. This paper proposed improved noise reduction algorithms which reduce white noise mixed with salt and pepper noise while remain more details. The improvements are based on combination with mean filter, median filter and threshold filter. Simulation experiments show that the proposal can effectively increase medical X-ray image SNR and get better visual effect.
  • Keywords
    diagnostic radiography; image denoising; median filters; medical image processing; white noise; conventional mean filtering; improved noise reduction algorithms; median filtering; medical X-ray image SNR; pepper noise; salt noise; threshold filter; visual effect; white noise reduction; Biomedical imaging; Filtering; White noise; Wiener filters; X-ray imaging; mean filtering; median filtering; medical X-ray image; noise reduction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics, Communications and Networks (CECNet), 2013 3rd International Conference on
  • Conference_Location
    Xianning
  • Print_ISBN
    978-1-4799-2859-0
  • Type

    conf

  • DOI
    10.1109/CECNet.2013.6703346
  • Filename
    6703346