• DocumentCode
    3295079
  • Title

    Research on image filtering method to combine mathematics morphology with adaptive median filter

  • Author

    Yang Anqing

  • Author_Institution
    Hefei Univ. of Technol., Hefei, China
  • fYear
    2010
  • fDate
    24-27 Oct. 2010
  • Firstpage
    55
  • Lastpage
    59
  • Abstract
    As a imaging technology of no-traditional lamp-house irradiation ,ultrasound medical imaging with its many advantages, such as no harm to the human body, real-time, cheap and easy to use, is widely used in clinic. But the ultrasonic imaging speckle noise make it difficulties to distinguish between normal tissue and pathological tissue. According to the character of noise in the medical ultrasonic image , an new method of the medical ultrasonic imaging filter based on mathematics morphology and adaptive filtering is proposed after analysis of speckle noise and general filter, and an experiment is made to validate. The experimental method is as follows : Firstly the Rayleigh noise is imposed on the original image , and then the median filter and the adaptive median filter are used on the contaminated image. Secondly the morphological filter is used to improve image quality and enhance the contrast , after the adaptive median filter is used on the image, to retain more necessary details. Finally the three noise filtering methods are compared from the images denoise and evaluation . And the results indicate that the new method is superior to other ones.
  • Keywords
    adaptive filters; biological tissues; biomedical ultrasonics; image denoising; image enhancement; mathematical morphology; median filters; medical image processing; speckle; ultrasonic imaging; Rayleigh noise; adaptive filtering; adaptive median filter; contaminated image; human body; image denoising; image enhancement; image filtering method; image quality; imaging technology; mathematics morphology; medical ultrasonic image; medical ultrasonic imaging filter; morphological filter; noise filtering methods; normal tissue; notraditional lamp-house irradiation; pathological tissue; ultrasonic imaging speckle noise; ultrasound medical imaging; adaptive median filter; imaging processing; mathematics morphology; ultrasonic medicine;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Optical Communications and Networks (ICOCN 2010), 9th International Conference on
  • Conference_Location
    Nanjing
  • Type

    conf

  • DOI
    10.1049/cp.2010.1152
  • Filename
    5778414