• DocumentCode
    3534096
  • Title

    Automatic measurement of the artery intima-media thickness with image empirical mode decomposition

  • Author

    Jin Jing ; Wang Yan ; Gao Xin ; Shen Yi ; Wang Qi

  • Author_Institution
    Dept. of Control Sci. & Eng., Harbin Inst. of Technol., Harbin, China
  • fYear
    2010
  • fDate
    1-2 July 2010
  • Firstpage
    306
  • Lastpage
    310
  • Abstract
    Artery intima-media thickness (IMT) is a useful marker for diagnosis of atherosclerosis. In this paper, we have proposed a new scheme for detection and measurement of the IMT in medical ultrasound images, in which the image empirical mode decomposition (IEMD) is used as the detection part as well as adaptive gray stretching, and watershed segmentation for extracting boundary of intima. To measure the IMT, a new method combing with regional positioning and boundary fitting is adopted. Experimental results show that the proposed scheme can yield a good measurement result, and the calculation time can satisfy the practical requirement. Moreover, our method needs less manual input than others.
  • Keywords
    biomedical ultrasonics; blood vessels; cardiology; diseases; edge detection; image segmentation; medical image processing; spatial variables measurement; ultrasonic imaging; adaptive gray stretching; artery intima-media thickness automatic measurement; atherosclerosis diagnosis; image empirical mode decomposition; intima boundary extraction; medical ultrasound images; watershed segmentation; Arteries; Atherosclerosis; Biomedical imaging; Image segmentation; Medical diagnostic imaging; Position measurement; Thickness measurement; Time measurement; Ultrasonic imaging; Ultrasonic variables measurement; IEMD; IMT; Intima-media layer; Watershed;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Imaging Systems and Techniques (IST), 2010 IEEE International Conference on
  • Conference_Location
    Thessaloniki
  • Print_ISBN
    978-1-4244-6492-0
  • Type

    conf

  • DOI
    10.1109/IST.2010.5548455
  • Filename
    5548455