• DocumentCode
    2343699
  • Title

    Segmentation and Characterization of Brain Tumor from MR Images

  • Author

    Singh, Laxman ; Dubey, R.B. ; Jaffery, Z.A. ; Zaheeruddin

  • Author_Institution
    Dept. of Inst. & Control Eng., Apeejay Coll. of Eng., Gurgoan, India
  • fYear
    2009
  • fDate
    27-28 Oct. 2009
  • Firstpage
    815
  • Lastpage
    819
  • Abstract
    The objective of this paper is to present a method to characterize a brain tumor. The authors developed a tumor characterization technique using Marker Controlled Watershed Segmentation method and region property functions using image processing toolbox. The parameters extracted are area, major and minor axis length, eccentricity, orientation, equivdiameter, solidity and perimeter. This method is quite versatile, fast and simple to use. This can be applied to all type of 2D MR Images representing all tumors irrespective of their location in human body and their size. The proposed technique has been simulated on Matlab and results are compared with experimental data obtained from diagnostic centre.
  • Keywords
    biomedical MRI; brain; image segmentation; medical image processing; tumours; MR image; Marker Controlled Watershed Segmentation; brain tumor characterization; image processing toolbox; Brain; Clustering algorithms; Communications technology; Image edge detection; Image segmentation; Neoplasms; Pathology; Rivers; Surface morphology; Surface topography; brain tumor; image segmentation; markers; matlab; watershed segmentation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Recent Technologies in Communication and Computing, 2009. ARTCom '09. International Conference on
  • Conference_Location
    Kottayam, Kerala
  • Print_ISBN
    978-1-4244-5104-3
  • Electronic_ISBN
    978-0-7695-3845-7
  • Type

    conf

  • DOI
    10.1109/ARTCom.2009.108
  • Filename
    5328172