• DocumentCode
    3343261
  • Title

    A Rapid Registration Framework for Medical Images

  • Author

    Yang, Anrong ; Meng, Lingqi ; Luo, Jianzhen ; Lin, Caixing

  • Author_Institution
    Shanghai Univ., Shanghai
  • fYear
    2007
  • fDate
    22-24 Aug. 2007
  • Firstpage
    731
  • Lastpage
    736
  • Abstract
    This paper presents a general framework for registration of medical images. Comparing with other registration frameworks, this framework is quite simpler in structure but much quicker in image processing and application development. The input data to the registration process are two images: one fixed image and one moving image. The output data are one result image represents the differences between the fixed image and the moving image after registration. Aside the input and output data, the framework can be separated into three parts: interpolator, measurer and optimizer. Interpolator is used for evaluating moving image intensities at non- grid positions. Measurer provides an appraisal method of how well the fixed image is matched by the transformed moving image. Optimizer can optimize the measure criterion with respect to the transform parameters. These three parts act as different roles in medical images registration and construct a simple, rapid and stable medical images registration framework.
  • Keywords
    image matching; image motion analysis; image registration; interpolation; medical image processing; fixed image; image matching; interpolator; measurer; medical image registration; moving image; optimizer; Appraisal; Biomedical imaging; Computer integrated manufacturing; Graphics; Image processing; Image registration; Medical robotics; Mutual information; Optimization methods; Programming profession; Framework; Genetic Algorithms; Image Registration; Information; Mutual;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Graphics, 2007. ICIG 2007. Fourth International Conference on
  • Conference_Location
    Sichuan
  • Print_ISBN
    0-7695-2929-1
  • Type

    conf

  • DOI
    10.1109/ICIG.2007.78
  • Filename
    4297177