• DocumentCode
    382216
  • Title

    Extraction of the vertebral foramen of the third lumbar vertebra with snakes

  • Author

    Kondo, Kazumitsu ; Ogawa, Koichi ; Sakura, K.

  • Author_Institution
    Graduate Sch. of Eng., Hosei Univ., Tokyo, Japan
  • Volume
    2
  • fYear
    2002
  • fDate
    2002
  • Abstract
    This paper describes a new method for extracting the vertebral foramen of the third lumbar vertebra which is used to assess bone structure non-invasively with X-ray CT images. Because the bone structure and bone mineral density give us important information for diagnosing osteoporosis or fracture, we have to extract this contour accurately. For extraction of the contour we propose a new method with a snake algorithm. In this method we used a distance function calculated with an edge image for a potential function. This method was tested with 57 images including those of patients with osteoporosis. The contour extraction was accomplished successfully. Then we evaluated three features calculated with X-ray CT images and examined them in normal volunteers and patients with osteoporosis.
  • Keywords
    bone; computerised tomography; diagnostic radiography; diseases; edge detection; feature extraction; medical image processing; X-ray CT images; bone mineral density; bone structure; contour extraction; distance function; edge image; feature extraction; fracture; osteoporosis diagnosis; potential function; snake algorithm; snakes; third lumbar vertebra; vertebral foramen extraction; Bones; Computed tomography; Data mining; Minerals; Osteoporosis; Pixel; Spline; Testing; Wire; X-ray imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing. 2002. Proceedings. 2002 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7622-6
  • Type

    conf

  • DOI
    10.1109/ICIP.2002.1039889
  • Filename
    1039889