• DocumentCode
    3354113
  • Title

    Detection of the intima and media walls of the carotid artery with geodesic active contours

  • Author

    Bastida-Jumilla, M.C. ; Morales-Sánchez, J. ; Verdú-Monedero, R. ; Larrey-Ruiz, J. ; Sancho-Gómez, J.L.

  • Author_Institution
    Dipt. Tecnol. de la Informacion y las Comun., Univ. Politec. de Cartagena, Murcia, Spain
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    2213
  • Lastpage
    2216
  • Abstract
    Arteriosclerosis is one of the most extended diseases of the arterial walls which may lead to serious heart disease. The intima-medial thickness (IMT) of the carotid artery has emerged as an early and reliable indicator of arteriosclerosis. It is measured using ultrasound B-scan. The IMT is still measured visually by the doctor. To solve all the problems related to the manual procedure employed, a segmentation of the image is presented. Thanks to this segmentation, the intima and media walls are better defined along all its length, allowing the extraction of more measurements like the mean, maximum or minimum IMT and even studying its evolution through time. To achieve this segmentation, different image processing techniques have been used, such as anisotropic diffusion or geodesic active contours. With the process here presented, the IMT calculated is comparable with that extracted by the specialist, but avoiding the drawbacks of a visual procedure.
  • Keywords
    blood vessels; cardiology; differential geometry; diseases; image segmentation; medical image processing; ultrasonic applications; IMT; anisotropic diffusion; arterial walls; arteriosclerosis; carotid artery; geodesic active contours; heart disease; image processing techniques; image segmentation; intima-medial thickness detection; media wall detection; ultrasound B-scan; Active contours; Anisotropic magnetoresistance; Arteries; Biomedical imaging; Image edge detection; Image segmentation; Ultrasonic imaging; Segmentation; active contours; carotid artery; intima-media thickness; ultrasound image;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5652719
  • Filename
    5652719