• DocumentCode
    3411399
  • Title

    A less computation intensive non-rigid image registration by modifying demons deformation algorithm

  • Author

    Mondal, Prasenjit ; Mishra, Anadi ; Banerjee, Sean

  • Author_Institution
    E&ECE Dept., IIT Kharagpur, Kharagpur, India
  • fYear
    2013
  • fDate
    19-21 Dec. 2013
  • Firstpage
    19
  • Lastpage
    22
  • Abstract
    Image registration is the process of aligning two images of different modalities or images acquired at different times using the same modality. Minimization of the alignment error with less computation is a challenging task especially in a medical imaging system. To deform the image for alignment with reference image, the Demons deformation algorithm has been used extensively. This paper presents some modification in Demons deformation algorithm which helps to reduce alignment error as well as runtime by 25% and 33% respectively.
  • Keywords
    image registration; medical image processing; Demons deformation algorithm modification; image alignment error minimization; image modalities; medical imaging system; nonrigid image registration; reference image; Algorithm design and analysis; Force; Image registration; Medical diagnostic imaging; PSNR; Vectors; Demons Algorithm; Medical Image Processing; Non-Rigid Image Registration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Electrical Engineering (ICAEE), 2013 International Conference on
  • Conference_Location
    Dhaka
  • Print_ISBN
    978-1-4799-2463-9
  • Type

    conf

  • DOI
    10.1109/ICAEE.2013.6750297
  • Filename
    6750297