• DocumentCode
    2791741
  • Title

    Phase based volume registration using cuda

  • Author

    Eklund, Anders ; Andersson, Mats ; Knutsson, Hans

  • Author_Institution
    Dept. of Biomed. Eng., Linkoping Univ., Linkoping, Sweden
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    658
  • Lastpage
    661
  • Abstract
    We present a method for fast phase based registration of volume data for medical applications. As the number of different modalities within medical imaging increases, it becomes more and more important with registration that works for a mixture of modalities. For these applications the phase based registration approach has proven to be superior. Today there seem to be two kinds of groups that work with medical image registration, one that works with refining of the registration algorithms and one that works with implementation of more simple algorithms on graphic cards for speeding up the algorithms. We put the work from these groups together and get the best from both worlds. We achieve a speedup of 10-30 compared to our CPU implementation, which makes fast phase based registration possible for large medical volumes.
  • Keywords
    biomedical MRI; computer graphic equipment; coprocessors; image registration; medical image processing; parallel architectures; CPU; CUDA; GPU; MRI; compute unified device architecture; graphic cards; medical imaging; phase based volume registration; Biomedical imaging; Central Processing Unit; Computer architecture; Concurrent computing; Filters; Graphics; Image edge detection; Image registration; Kernel; Parallel processing; CUDA; GPU; Image registration; local phase;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495134
  • Filename
    5495134