• DocumentCode
    1979730
  • Title

    An Algorithm of Extracting Intracranial Structures from Cerebral Computed Tomography

  • Author

    Wang, Haibo ; Li, Xueyao

  • Author_Institution
    Center of Educ. Technol. & Inf., Mudanjiang Med. Univ., Mudanjiang
  • Volume
    6
  • fYear
    2008
  • fDate
    12-14 Dec. 2008
  • Firstpage
    440
  • Lastpage
    443
  • Abstract
    A novel algorithm is proposed in this paper in terms of the existing extraction algorithms for intracranial structures on cerebral computed tomography (CT) lacking automation. The skull image from CT is characterized by great width and high gray-level, considering that, the proposed algorithm uses linear filtering to extract the outline of skull. and then mathematic morphology and horizontal scanning algorithm is employed for automatic segmentation of intracranial structures on cerebral CT. Experiment on 100 cases of cerebral CT demonstrates that the ratio of automatic segmentation reaches up to 99%, and the results are accurate and encouraging.
  • Keywords
    bone; computerised tomography; feature extraction; filtering theory; image segmentation; medical image processing; automatic segmentation; cerebral computed tomography; extraction algorithm; horizontal scanning algorithm; intracranial structure; linear filtering; mathematic morphology; skull image; Biomedical imaging; Computed tomography; Filtering algorithms; Image segmentation; Lesions; Maximum likelihood detection; Morphological operations; Morphology; Skull; Software algorithms; cerebral computed; image segmentation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Software Engineering, 2008 International Conference on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-0-7695-3336-0
  • Type

    conf

  • DOI
    10.1109/CSSE.2008.1636
  • Filename
    4723292