• DocumentCode
    2085864
  • Title

    Tumor detection using threshold operation in MRI brain images

  • Author

    Natarajan, Prem ; Krishnan, Nikhil ; Kenkre, N.S. ; Nancy, Saldanha ; Singh, Bhanu Pratap

  • Author_Institution
    Sch. of Comput. Sci. & Eng., VIT Univ., Vellore, India
  • fYear
    2012
  • fDate
    18-20 Dec. 2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Medical Image Processing is a complex and challenging field nowadays. Processing of MRI images is one of the parts of this field. This paper proposes a strategy for efficient detection of a brain tumor in MRI brain images. The methodology consists of the following steps: preprocessing by using sharpening and median filters, enhancement of image is performed by histogram equalization, segmentation of the image is performed by thresholding. This approach is then followed by the further application of morphological operations. Finally the tumor region can be obtained by using the technique of image subtraction.
  • Keywords
    biomedical MRI; median filters; medical image processing; object detection; tumours; MRI brain image processing; brain tumor detection; image subtraction technique; median filters; medical image processing; sharpening filters; threshold operation; Filter; Image Subtraction; Morphology; Threshold; Tumor Identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence & Computing Research (ICCIC), 2012 IEEE International Conference on
  • Conference_Location
    Coimbatore
  • Print_ISBN
    978-1-4673-1342-1
  • Type

    conf

  • DOI
    10.1109/ICCIC.2012.6510299
  • Filename
    6510299