• DocumentCode
    3061373
  • Title

    Automatic extraction of local axis of bone symmetry in CT images

  • Author

    Favaedi, Leila ; Petrou, Maria

  • Author_Institution
    Department of Electrical and Electronic Engineering, Communications and Signal Processing Group, Imperial College, London, SW7 2AZ, UK
  • fYear
    2008
  • fDate
    20-25 Aug. 2008
  • Firstpage
    478
  • Lastpage
    481
  • Abstract
    We present an algorithm that extracts local axis of symmetry in CT images automatically. The proposed method combines registration and extraction of bone contours to generate the desired symmetry axis. The method consists of several stages: first extracting the bone contours of the images by using an active contour method, then finding grossly an axis that allows the division of the image into two parts, loosely called “half” images, but with the understanding that they are not exactly the two halves of the image but rather the two halves of the depicted object. After that, finding a mapping that aligns the first half of the image with the second half and finally, finding the local axis of symmetry from corresponding contours.
  • Keywords
    Active contours; Biomedical image processing; Bones; Brain; Computed tomography; Image segmentation; Level set; Minimization methods; Plastics; Surgery; Algorithms; Artificial Intelligence; Bone and Bones; Pattern Recognition, Automated; Radiographic Image Enhancement; Radiographic Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity; Tomography, X-Ray Computed;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
  • Conference_Location
    Vancouver, BC
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-1814-5
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2008.4649194
  • Filename
    4649194