• DocumentCode
    1619961
  • Title

    A Hybrid Algorithm for Medical Image Registration

  • Author

    Daneshvar, Sabalan ; Ghassemian, Hassan

  • Author_Institution
    Dept. of Electr. Eng., Tarbiat Modares Univ. of Tehran
  • fYear
    2006
  • Firstpage
    3272
  • Lastpage
    3275
  • Abstract
    Registration is a process to align different acquired images of the same subject. A major problem in this field is to register images captured by different imaging systems. These images have different gray values so simple methods like correlation are not applicable. In this paper automated registration of CT and MR head images is studied. It is assumed that images are only of relative translation and rotation. The proposed method includes two stages. First, feature extraction of CT and MR images, (should be extractable and constant in both imaging systems). Second, feature alignment which is moment-based. The results confirm the accuracy and robustness of the proposed method
  • Keywords
    biomedical MRI; computerised tomography; feature extraction; image registration; medical image processing; CT head images; MR head images; feature extraction; hybrid algorithm; medical image registration; moment-based feature alignment; Biomedical imaging; Computed tomography; Data mining; Feature extraction; Head; Image registration; Medical diagnostic imaging; Optical imaging; Robustness; X-ray imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
  • Conference_Location
    Shanghai
  • Print_ISBN
    0-7803-8741-4
  • Type

    conf

  • DOI
    10.1109/IEMBS.2005.1617175
  • Filename
    1617175