• DocumentCode
    3086101
  • Title

    The Application Research of Optical Flow Method in Target Volume Motion Image Registration

  • Author

    Li, Chong-Guo ; Wang, Pei ; Lang, Jin-Yi ; Wu, Da-Ke

  • Author_Institution
    Whole Body Gamma Knife Treatment Center, Chengdu 363 Hosp., Chengdu, China
  • fYear
    2010
  • fDate
    18-20 June 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this study,we have developed a three-dimensional (3D) optical flow program that includes a multi-resolution feature and applied to 3D anatomic structure and gross tumor volume (GTV) contour mapping for four-dimensional computed tomography((4D CT) data. Actual 4D CT data sets from one lung cancer patient and one esophageal tumor patient,10 phases were reconstructed per respiratory cycle respectively.On the four-dimensional (4D) data sets,a physician contoured anatomic structures and GTV on the end-inspiration phase. The motion fields calculated by 3D optical flow algorithm that includes a multi-resolution feature .The contours of lung, esophageal and tumor elastically mapped from end-expiration to all the other respiration phases using optical flow. The mapped contours in 4D CT images of lungs, esophageal,GTV and other structures for actual patient using 3D optical flow program that included multi-resolution feature are acceptable to clinicians.The 3D optical flow algorithm that includes a multi-resolution feature can be used for 4D radiation therapy to determine the ITV.
  • Keywords
    cancer; computerised tomography; feature extraction; image motion analysis; image reconstruction; image registration; image resolution; image sequences; lung; medical image processing; pneumodynamics; tumours; 3D anatomic structure; 4D CT; 4D radiation therapy; end-expiration phase; end-inspiration phase; esophageal tumor; four-dimensional computed tomography; gross tumor volume contour mapping; image reconstruction; lung cancer; multi-resolution feature; target volume motion image registration; three-dimensional optical flow program; Biomedical applications of radiation; Cancer; Computed tomography; Data flow computing; Esophagus; Image motion analysis; Image reconstruction; Image registration; Lung neoplasms; Optical computing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
  • Conference_Location
    Chengdu
  • ISSN
    2151-7614
  • Print_ISBN
    978-1-4244-4712-1
  • Electronic_ISBN
    2151-7614
  • Type

    conf

  • DOI
    10.1109/ICBBE.2010.5514777
  • Filename
    5514777