• DocumentCode
    3041651
  • Title

    Upper and Lower Jaw Segmentation in Dental X-ray Image Using Modified Active Contour

  • Author

    Harandi, Azam Amini ; Pourghassem, Hossein ; Mahmoodian, Hamid

  • Author_Institution
    Dept. of Electr. Eng., Islamic Azad Univ., Isfahan, Iran
  • fYear
    2011
  • fDate
    14-17 Dec. 2011
  • Firstpage
    124
  • Lastpage
    127
  • Abstract
    Segmentation of dental X-ray images is an important factor in automatic dental identification system (ADIS) application. The first step in the dental X-ray image segmentation is separation of the upper and lower jaw. In this paper, an upper and lower jaw segmentation algorithm based on modified geodesic active contour and morphological operation is proposed. This algorithm is carried out based on applying morphology operation on teeth X-ray image for better separating and then subtracting the image. The geodesic active contours method has been modified for upper and lower segmentation application. Ultimately, the proposed algorithm is evaluated on a standard database of dental X-ray image. The obtained results show effectiveness and efficiency of our proposed algorithm.
  • Keywords
    X-ray imaging; dentistry; differential geometry; image segmentation; mathematical morphology; medical image processing; X-ray image teeth operation; automatic dental identification system; dental X-ray image segmentation; geodesic active contour method; lower jaw segmentation; modified active contour; morphological operation; standard database; upper jaw segmentation; Active contours; Dentistry; Feature extraction; Humans; Image segmentation; Teeth; X-ray imaging; active contour; dental X-ray; lower jaw; upper jaw;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computation and Bio-Medical Instrumentation (ICBMI), 2011 International Conference on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-1-4577-1152-7
  • Type

    conf

  • DOI
    10.1109/ICBMI.2011.88
  • Filename
    6131753